chemical_formula_hill
string
chemical_formula_reduced
string
chemical_formula_anonymous
string
atomic_numbers
list
elements
list
elements_ratios
list
nelements
int32
nsites
int32
cell
list
positions
list
pbc
list
dimension_types
list
nperiodic_dimensions
int32
structure_hash
string
multiplicity
int32
software
string
method
string
adsorption_energy
float64
atomic_forces
string
atomization_energy
float64
cauchy_stress
string
cauchy_stress_volume_normalized
bool
electronic_band_gap
float64
electronic_band_gap_type
string
energy
float64
formation_energy
float64
max_force_norm
float64
mean_force_norm
float64
property_object_metadata
string
property_object_metadata_id
string
property_object_last_modified
timestamp[ns]
property_object_hash
string
property_object_id
string
configuration_metadata
string
configuration_metadata_id
string
configuration_labels
list
configuration_names
list
configuration_dataset_ids
list
configuration_last_modified
timestamp[ns]
configuration_hash
string
configuration_id
string
dataset_name
string
dataset_authors
list
dataset_description
string
dataset_elements
list
dataset_nelements
int32
dataset_nproperty_objects
int64
dataset_nconfigurations
int32
dataset_nsites
int64
dataset_adsorption_energy_count
int64
dataset_atomic_forces_count
int64
dataset_atomization_energy_count
int64
dataset_cauchy_stress_count
int64
dataset_electronic_band_gap_count
int64
dataset_energy_count
int64
dataset_energy_mean
float64
dataset_energy_variance
float64
dataset_formation_energy_count
int64
dataset_last_modified
timestamp[ns]
dataset_dimension_types
list
dataset_nperiodic_dimensions
list
dataset_publication_year
string
dataset_total_elements_ratios
list
dataset_license
string
dataset_links
string
dataset_doi
string
dataset_hash
string
dataset_id
string
dataset_extended_id
string
C7H6O3
C7H6O3
A7B6C3
[ 6, 6, 6, 8, 6, 6, 6, 6, 8, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.4375, 0.375, 0.1875 ]
3
16
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.58134562, 4.72870399, 4.83054941 ], [ 5.109009749999999, 4.599318029999999, 4.819815459999999 ], [ 4.36130938, 5.86160694, 4.96690758 ], [ 4.971814739999999, 7.090909959999999, 5.10985465 ], [ 2.9626246699999994, 5.83467049, 5.061069649999999 ], [ 2.2410700899999996, 4.590835719999999, 4.968693999999999 ], [ 3.0157747399999995, 3.3980301899999996, 4.76925988 ], [ 4.40267887, 3.4399483899999996, 4.796506829999999 ], [ 7.21774124, 5.744110249999999, 4.581056179999999 ], [ 7.171052229999999, 3.5752264899999995, 5.20378879 ], [ 5.9415514499999995, 6.84516645, 5.030308789999999 ], [ 2.3925770399999995, 6.770714369999999, 5.00534723 ], [ 1.1597091699999997, 4.41273777, 4.99268985 ], [ 2.4210384599999997, 2.4425937999999996, 4.7747788 ], [ 4.915833549999999, 2.5354546799999995, 4.72215647 ], [ 8.13651157, 3.7618805299999996, 5.3350915599999995 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10339044063105885915843433185948784802241961288984188616310316338172452228834259866251750952594039868928855615572188352060614479872422735638095914851887190
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.7947100138531227, -0.9665522586847239, 0.13896591494210883], [0.09472967803116948, 3.7372708022485663, 0.4960000559420158], [0.2861573902677126, -0.1299630285581668, 0.21953483203437915], [0.16293957142106508, -1.5302140721023447, -0.28618828679697256], [-1.5757691864423204, -1.1695241906666007, -0.717317620003331], [2.2919326491021503, -0.3517627795109971, -0.5106522297786662], [-1.866040093720833, 0.34066132087338585, 1.0353445679914912], [-1.4660988143072524, -0.5973229424000992, -0.46366726602368885], [0.1972113416953555, 0.65063581737097, 0.17680240615886159], [0.9698397195716535, -0.31958647417742597, 0.23200917884031244], [-0.13736927727703035, 0.5847851913764432, -0.24053971235721738], [0.3013948770064561, -0.047994945145395845, 0.44426946879944085], [0.11442806950302951, 0.8048304911940558, 0.06079701110879092], [0.922342490786636, 0.6805471299707332, -0.1877421441423232], [1.0303462672137094, -1.6131692436767184, -0.11719917627299357], [-0.5313346689983807, -0.07264081811167694, -0.28041700044221024]]
null
[]
null
null
null
-13,488.167791
null
3.771231
1.418032
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:21
7134019838214633758586780279153509428949974573618704308882950078552820153655516047320347739874619262827690978724803879046815592672715206307126177340995803
PO_7134019838214633758586780
null
null
null
[ "salicylic_acid_10k_train_4006" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:38
13162440103685562693156473755209266377217119188568165313738857663142039412332339787495163039805027646638456670192704899586913933246207285473745673850993121
CO_1316244010368556269315647
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H6O3
C7H6O3
A7B6C3
[ 6, 6, 6, 8, 6, 6, 6, 6, 8, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.4375, 0.375, 0.1875 ]
3
16
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.509739, 4.79895902, 5.03597277 ], [ 5.11525435, 4.701732359999999, 5.12816055 ], [ 4.32057355, 5.903329769999999, 4.91583946 ], [ 4.95246551, 7.0378868599999995, 4.894815929999999 ], [ 3.0032799, 5.65603021, 4.4554369 ], [ 2.4615675199999996, 4.42993903, 4.55636654 ], [ 3.0520490299999996, 3.3370691499999996, 5.17329112 ], [ 4.432374739999999, 3.4746198099999996, 5.305482499999999 ], [ 7.07545247, 5.90354891, 4.776982319999999 ], [ 7.152998499999999, 3.60198487, 4.991055159999999 ], [ 5.89862857, 6.79189844, 4.804809659999999 ], [ 2.3605531399999995, 6.4571936, 4.33810877 ], [ 1.3518445299999997, 4.25206911, 4.34537224 ], [ 2.4837667199999998, 2.4553626799999995, 5.30319413 ], [ 5.00173049, 2.5634822999999995, 5.74695219 ], [ 8.08925736, 3.9391283799999997, 4.7391707 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
1520550214708017462690918035246270628291907019650168540421738860896527506398731123705081087512753154095169519889006225982914778771515685530283881609964901
1
i-PI
DFT-PBE-vdW-TS
null
[[0.7114973347932994, 0.5858736344281217, -0.9936843936194983], [-2.641020892240119, -0.12512378908794128, 0.5430066993909592], [0.49957851840106027, -2.782869233491575, -1.099584625721653], [-2.062775976506565, 2.1973234946790834, -0.19968771342702277], [1.6996097851177614, 1.045353041119558, 1.2540380227523598], [-3.7074674232524827, -1.806700939300833, 0.5573579068238843], [2.0168727578493715, 1.1415377846331134, -1.1471725836091953], [0.7959131242363819, -2.3178784665719663, 1.8504335667957403], [0.7118360476937711, -1.4999088868497075, 0.5348133265093753], [2.363807144594305, 1.6137422660155503, -0.36427728327102793], [1.6571323084526408, 0.012325590359370722, 0.2020504862272189], [-1.1956353841934113, 1.9094536829122284, -0.8809399007262028], [1.2669280172629434, 0.7005079594511344, -0.1037656935398269], [-0.25244300651278756, -1.128280948078725, 0.34436745597550655], [-0.6012123776101715, 1.5061557160485466, -0.9854285546819578], [-1.2626199780860101, -1.0515109062659564, 0.4884732841213419]]
null
[]
null
null
null
-13,487.549777
null
4.161746
2.32946
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:44
7146032979931675920595108884287218990445237832361585983333384606593128341927746675056291820306226132806027566470223606624735503846423805616054423231302697
PO_7146032979931675920595108
null
null
null
[ "salicylic_acid_10k_train_797" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:49
12091862729751992137734466076630184191395975040894173273667138843728766456736417639098855154212103828685433178655194546982240966708090255427095782591825207
CO_1209186272975199213773446
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 5.94977, 6.15193, 11.391617769470216 ], [ 6.351447769470215, 5.38992, 10.792217769470215 ], [ 5.08926, 5.78263, 11.861206769470215 ], [ 5.73571, 4.63584, 7.368457769470215 ], [ 5.38246, 4.88546, 6.4336677694702145 ], [ 5.61065, 5.39298, 8.052527769470215 ], [ 5.55604, 7.223107769470215, 8.364117769470216 ], [ 5.46789, 7.782117769470215, 9.243927769470215 ], [ 6.376007769470215, 7.572207769470215, 7.882367769470215 ], [ 4.36489, 11.083347769470215, 9.536657769470215 ], [ 3.44922, 11.057247769470216, 9.108607769470215 ], [ 4.58808, 10.108957769470216, 9.698797769470215 ], [ 4.06374, 11.722034769470214, 1.25166 ], [ 3.73332, 0.215257, 1.08642 ], [ 4.19361, 11.451971769470214, 2.23338 ], [ 0.690738, 5.15943, 11.934597769470216 ], [ 0.311358, 5.92127, 11.430037769470214 ], [ 0.227294, 5.09287, 0.367285 ], [ 11.979835769470215, 7.1587977694702145, 10.780887769470215 ], [ 11.045267769470215, 7.268427769470215, 10.363277769470216 ], [ 0.107001, 7.856797769470215, 10.333167769470215 ], [ 2.18928, 5.22903, 7.436147769470215 ], [ 2.73435, 4.5107, 7.017987769470214 ], [ 1.20064, 4.94552, 7.485507769470215 ], [ 6.793867769470215, 12.081410769470216, 8.381147769470214 ], [ 5.91987, 11.921269769470214, 8.796377769470215 ], [ 7.394527769470215, 11.335137769470215, 8.683837769470214 ], [ 0.177821, 2.20413, 1.84973 ], [ 0.249355, 2.01012, 2.85013 ], [ 1.05896, 2.56727, 1.4684 ], [ 5.61802, 8.770927769470216, 10.767987769470215 ], [ 5.77677, 7.806997769470215, 11.039537769470215 ], [ 4.72252, 8.986067769470214, 11.281987769470215 ], [ 9.225167769470215, 6.506827769470215, 2.16528 ], [ 8.606027769470215, 5.74079, 1.93805 ], [ 8.898737769470214, 7.3549077694702145, 1.70676 ], [ 6.15303, 0.535477, 4.94515 ], [ 5.39843, 12.299065769470214, 4.66192 ], [ 5.85484, 1.05362, 5.79514 ], [ 5.76532, 1.88363, 7.204877769470214 ], [ 6.24216, 1.07827, 7.6913377694702145 ], [ 6.279577769470215, 2.71089, 7.485837769470215 ], [ 11.120637769470214, 7.178627769470215, 7.677527769470215 ], [ 11.362437769470215, 8.167737769470214, 7.921507769470215 ], [ 11.026367769470214, 7.036247769470215, 6.633317769470215 ], [ 11.931316769470214, 5.939047769470215, 1.81799 ], [ 12.071669769470216, 5.7599, 2.79413 ], [ 10.928557769470215, 6.256757769470215, 1.67201 ], [ 7.0901277694702145, 7.6615677694702145, 4.44419 ], [ 6.760297769470215, 7.661177769470215, 3.46057 ], [ 7.589777769470214, 8.511867769470214, 4.75565 ], [ 7.6995277694702144, 1.57288, 0.956419 ], [ 8.380927769470215, 2.24132, 1.29929 ], [ 7.375657769470215, 1.76028, 0.0277359 ], [ 0.590989, 5.54367, 4.39659 ], [ 12.197340769470214, 5.81872, 4.9047 ], [ 0.631456, 4.53158, 4.39247 ], [ 3.33182, 9.560607769470215, 12.002565769470214 ], [ 2.69032, 9.070167769470215, 0.248581 ], [ 3.61646, 10.483547769470215, 12.294335769470214 ], [ 9.322237769470215, 7.392757769470215, 10.022557769470215 ], [ 9.329617769470214, 7.563277769470215, 8.996857769470214 ], [ 8.779157769470215, 6.569057769470215, 10.151117769470215 ], [ 7.778947769470215, 8.730227769470215, 7.753027769470215 ], [ 8.095997769470216, 9.224007769470216, 8.578887769470215 ], [ 7.861717769470215, 9.381727769470215, 6.977567769470215 ], [ 3.56161, 2.84442, 5.58967 ], [ 3.74347, 3.59435, 4.90454 ], [ 4.39635, 2.44665, 6.008587769470215 ], [ 12.021498769470215, 4.64954, 7.795117769470215 ], [ 11.702047769470214, 5.6636, 7.7608077694702144 ], [ 11.595229769470215, 4.24602, 8.608977769470215 ], [ 7.743337769470215, 10.213167769470214, 10.036527769470215 ], [ 6.946387769470215, 9.737907769470215, 10.422287769470215 ], [ 8.537777769470214, 10.050967769470216, 10.689567769470216 ], [ 4.35001, 4.35945, 3.52704 ], [ 5.05745, 3.71359, 3.24716 ], [ 4.11629, 4.94888, 2.71581 ], [ 9.127387769470214, 3.38603, 4.73091 ], [ 8.646937769470215, 3.94684, 5.42173 ], [ 8.998247769470215, 2.43323, 4.99706 ], [ 0.211019, 9.075877769470214, 8.801037769470215 ], [ 0.359673, 10.078717769470215, 8.812727769470214 ], [ 1.13918, 8.638667769470215, 8.688737769470215 ], [ 3.80197, 1.83163, 0.563863 ], [ 3.56849, 2.75335, 0.100301 ], [ 4.45408, 1.92377, 1.33981 ], [ 10.765287769470214, 0.554724, 0.675747 ], [ 11.385907769470215, 1.3633, 0.971625 ], [ 11.309897769470215, 12.144362769470215, 0.514814 ], [ 8.178037769470215, 10.308567769470216, 5.75205 ], [ 9.026197769470215, 10.232817769470214, 5.22482 ], [ 7.794687769470215, 11.264727769470214, 5.71644 ], [ 2.17733, 0.127233, 8.719137769470215 ], [ 2.61053, 1.07471, 8.630397769470214 ], [ 1.32661, 0.03761, 8.168987769470215 ], [ 5.52206, 2.05504, 2.65781 ], [ 6.366917769470215, 1.92768, 2.09976 ], [ 5.6079, 1.54535, 3.52598 ], [ 7.280737769470215, 10.928707769470215, 0.671509 ], [ 6.356247769470214, 11.145717769470215, 0.245511 ], [ 7.7831877694702145, 11.782411769470215, 0.864681 ], [ 9.958057769470216, 9.398147769470215, 3.86893 ], [ 10.974747769470214, 9.332457769470215, 3.89716 ], [ 9.545697769470214, 8.519377769470214, 3.59842 ], [ 11.053547769470216, 3.63945, 10.445437769470214 ], [ 11.005557769470215, 2.69557, 10.841687769470216 ], [ 11.767596769470215, 4.31681, 10.778687769470215 ], [ 8.687947769470215, 8.351687769470214, 0.252973 ], [ 8.326767769470216, 9.314217769470215, 0.29625 ], [ 9.078157769470215, 8.127847769470215, 11.767234769470214 ], [ 10.469037769470216, 12.091369769470214, 3.24748 ], [ 10.259017769470216, 12.324907769470215, 2.24569 ], [ 10.356837769470214, 11.064087769470214, 3.31798 ], [ 8.766977769470214, 0.695025, 5.15717 ], [ 7.818667769470215, 0.610696, 4.79775 ], [ 9.481947769470215, 0.240015, 4.57042 ], [ 10.688607769470215, 9.908847769470215, 11.138837769470214 ], [ 11.440507769470216, 10.253777769470215, 11.792703769470215 ], [ 11.187227769470216, 9.660857769470216, 10.240837769470215 ], [ 10.283937769470215, 6.415217769470215, 5.18607 ], [ 9.857447769470214, 5.663327769470214, 5.70329 ], [ 9.800837769470215, 6.515007769470214, 4.28217 ], [ 0.257528, 9.274237769470215, 3.6354 ], [ 0.49066, 9.064127769470215, 2.65832 ], [ 1.10444, 9.541057769470214, 4.15319 ], [ 3.49734, 2.98975, 9.163847769470214 ], [ 4.06161, 3.47951, 8.444207769470214 ], [ 3.98354, 2.1061, 9.436107769470215 ], [ 6.893427769470215, 2.59347, 10.258337769470215 ], [ 7.659767769470215, 1.97385, 10.050377769470215 ], [ 5.92795, 2.17047, 10.234867769470215 ], [ 9.184797769470215, 0.553176, 10.469357769470214 ], [ 9.884497769470215, 0.446133, 11.217187769470215 ], [ 8.466797769470215, 12.262254769470214, 10.589117769470215 ], [ 9.608107769470216, 3.36201, 1.99856 ], [ 9.479427769470215, 3.46937, 3.01705 ], [ 10.561007769470216, 3.47599, 1.72468 ], [ 12.313890769470214, 11.762774769470214, 7.202527769470215 ], [ 11.647601769470215, 12.414327369470215, 7.557077769470215 ], [ 12.328297769470215, 11.724773769470215, 6.214217769470215 ], [ 4.94952, 6.539747769470215, 5.36456 ], [ 4.78475, 5.85168, 4.68736 ], [ 5.8636, 6.9363877694702145, 5.16182 ], [ 1.09835, 8.312227769470216, 0.972976 ], [ 0.659474, 7.640327769470215, 0.338011 ], [ 1.41072, 7.873947769470215, 1.8091 ], [ 6.4418077694702145, 6.918777769470215, 1.78127 ], [ 6.871437769470215, 7.147297769470215, 0.871796 ], [ 5.52209, 6.535077769470215, 1.61184 ], [ 3.17685, 4.09652, 11.775038769470214 ], [ 2.24228, 4.4331, 11.560948769470215 ], [ 3.5021, 3.80171, 10.873327769470215 ], [ 4.26211, 11.229747769470215, 4.14313 ], [ 3.29139, 11.488425769470215, 4.07274 ], [ 4.36909, 10.234587769470215, 4.43333 ], [ 3.88119, 6.03006, 1.32871 ], [ 3.20134, 6.410587769470215, 1.96846 ], [ 3.4107, 5.82326, 0.444781 ], [ 4.72868, 1.08177, 10.632587769470215 ], [ 4.23716, 1.19975, 11.516379769470214 ], [ 4.68027, 0.110351, 10.287897769470215 ], [ 11.650375769470214, 2.46168, 6.3301 ], [ 10.911697769470216, 1.95214, 6.914387769470215 ], [ 11.772256769470214, 3.38536, 6.6785277694702145 ], [ 8.553377769470215, 4.96897, 6.994187769470215 ], [ 7.541127769470215, 4.94663, 7.017767769470215 ], [ 8.970437769470214, 4.96648, 7.927737769470215 ], [ 0.110363, 10.718787769470214, 0.522643 ], [ 0.323673, 9.709027769470215, 0.642145 ], [ 0.845295, 11.173077769470215, 0.0105284 ], [ 2.97533, 8.590307769470215, 5.18297 ], [ 3.83847, 8.024667769470215, 5.23913 ], [ 2.58331, 8.579457769470215, 6.124377769470215 ], [ 2.64835, 7.773007769470214, 8.114447769470214 ], [ 3.6575, 7.977927769470215, 7.960807769470215 ], [ 2.51628, 6.842527769470215, 7.704097769470215 ], [ 8.445307769470215, 4.74913, 9.814447769470215 ], [ 9.457917769470214, 4.52077, 9.792757769470215 ], [ 7.873037769470215, 3.95908, 9.948127769470215 ], [ 1.35158, 11.872003769470215, 3.94366 ], [ 0.592785, 11.676039769470215, 3.31937 ], [ 1.39373, 0.44818, 4.27291 ], [ 10.102327769470214, 1.05155, 7.919177769470215 ], [ 9.730667769470216, 1.24618, 8.883547769470216 ], [ 9.399427769470215, 0.815851, 7.239417769470215 ], [ 2.25617, 7.096817769470215, 2.9973 ], [ 1.62001, 6.386257769470215, 3.43244 ], [ 2.6878, 7.668747769470214, 3.71907 ], [ 1.09501, 2.05058, 4.50344 ], [ 1.94256, 2.13288, 5.12328 ], [ 0.208354, 2.08427, 5.02106 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10946548293636398562766169708835104932329489997132291648785938444078014722636349753122700012377890708915902299368203428613127236193671717921556749874986378
1
DLPOLY
NPT-PME-SHAKE
null
[[-1.6743768137058488, -3.7060786140121733, -0.5890847214199854], [-0.7406337758211871, 2.478361285868662, 1.6798797251753212], [2.457867385470926, 1.2017335255232753, -1.0756869316043176], [-0.1089598153033843, 0.1463735423138767, -0.37839866577163045], [0.2525350685934229, 0.26979573747686525, 1.2912501539427559], [-0.06743993630672682, -0.016223745171401165, -0.8395560898019646], [-0.6540572372175476, 1.6502576698183735, 2.897996229052944], [0.06422838687072104, -1.605700998936711, -2.0516232938372596], [0.6654229826560719, 0.1469407454818885, -0.6208749846057244], [0.2687380856979808, -0.8093225998372976, -0.15728656595774942], [-0.7188476235574914, 1.2094870367190333, -0.2911595228555124], [0.8931238324200842, -0.156437062130429, 0.5402263262060005], [0.5522555432401351, -2.544188075550768, 0.17298699248759353], [-0.2847810890647739, 1.4364073316646804, 0.2562969091763759], [-0.1308344304464947, 0.7635950967280876, -0.5515400346566339], [2.3465646047877495, -2.8450485938738588, -0.6731331296952541], [-1.24495891679806, 2.6155611408589228, -1.7734118744937235], [-1.0465071906444434, 0.02900415948989875, 2.4333969919151865], [-1.2481028181498075, 0.23234341636702036, -0.48121204552195695], [0.2588337123360618, -0.5449313371944778, 0.7937461947952605], [0.861979695167325, 0.4503757937808861, -0.41080123084822023], [-1.5552728212546811, 1.0443519920626247, 0.4350942650035645], [1.0248684765131055, -1.3804849153444936, -0.8090884333917883], [0.6193268842159674, 0.26911708842645354, 0.19536072907289168], [1.9366519055077684, 1.73746732510802, -1.7749643112991382], [-3.2945874594328317, -0.5037830890196752, 1.2453535306229], [1.0591565151176123, -0.9022996879515293, 0.40596656103158124], [0.6352632117575839, 0.4616331288279709, -0.6254022025522408], [0.25658137804351333, 0.10854221847555909, -0.10953699222740858], [-0.845132720337616, -0.42340372203228716, 0.5359549567832815], [-3.7958554273711087, 0.38300480648311486, 1.7991008008492435], [1.1725277660694555, -0.9703597316972904, -0.1269910652491791], [2.3328051579062397, 0.40619812562769614, -1.5396357063934378], [0.8214819093411596, 0.08261305469260884, 0.6034686121561873], [-0.26305391205402134, -0.4025880595927585, 0.04404670840033096], [-0.01071411225765941, 0.28300142407890194, -0.4886056342181356], [-3.0481359483654313, -1.0173664774254874, 0.15611096367297875], [2.038679093099375, 1.5064230988720115, 0.5846702502805661], [0.7517349999045988, -0.7220045341562115, -1.0800406929245308], [1.907433136806976, -2.7834324637952657, 1.7658144742616384], [-1.6665452470282542, 1.6590172294466907, -1.5586378798049652], [-0.4267431957301917, 0.9058728944533775, -0.25485201547926933], [0.032189039969610395, 1.4489005451741763, -2.836896132437603], [-0.17340458931541874, -2.4615013017919805, -0.5827231996503115], [-0.0607596879862206, 0.7081323404676043, 3.2000839530071303], [-4.1997882094592836, 1.1805111072950651, -1.738443018630976], [0.5819296355849738, -0.19761306336544016, 1.2948146876132889], [3.455208295389696, -1.1142289939689132, 0.5023217169430698], [0.3309305254174667, 1.0847630495756384, -0.5984687249029944], [0.9011288557239819, 0.17873707964954821, 1.2116465717165092], [-0.8393522782660581, -1.0802271587978067, -0.7781177527653322], [-0.6243527899631057, -1.066402665681433, 1.2084029328046375], [0.7380059079326918, 0.5675327356017991, 0.028193032941147902], [-0.1265617600990784, 0.5803425074542985, -1.2218718398370896], [-0.631364774081417, -0.4532204824522604, -0.032157557591936343], [-0.07164929498554239, 0.5527455582094419, 0.08090407328195548], [0.4659175074976627, -0.34799779016258087, -0.06496817938190466], [-2.445738430876667, -3.0555338734772675, 1.759001965263576], [2.2996229052944166, 2.050612908989043, -2.4365582389295644], [0.12198293880623681, 0.8584758713159981, 0.8549070012298075], [0.8447424429284335, 1.7728091127173196, -2.8672076778841062], [0.279440359540895, 0.07129023976909454, 2.0088358805438906], [-1.1667473239978976, -1.9502422321786324, 0.813923536849993], [0.05144333258746984, -0.48959867340372204, 0.516536487468626], [-0.19645480674329982, -0.07228327895468098, 0.7828444458320974], [0.025087031862247686, 0.07628405604036682, -1.0837570011430793], [-0.7898043929625178, 0.5567957704336242, -0.15274980789678635], [0.2078470043173354, -0.8561255340295881, 0.31556703838421685], [0.379682244806275, 0.12447681145091263, 0.13913389637354232], [-1.2209958838742578, 4.4623451682789455, -0.6732285308397209], [1.3023427051948524, -3.1870920516970127, -0.12946585766496158], [-0.18704912118200281, -1.014803655771856, 1.0859555638814735], [3.5588096018650055, 0.37093265893397026, 1.595826980484395], [-1.696366777505451, -0.8561775710174793, 0.2508226180502434], [-1.1849082327718543, 0.4503280932086527, -1.6613458846548128], [-1.2620920950611696, 2.4913792056727253, -0.25459703423860347], [1.2389139533713898, -1.7255335092183524, -0.48190153561151267], [0.029775954748635328, -0.44525882330493843, 0.7083881889914017], [-0.11177891912237885, 1.6400757658543692, -0.5632570297634225], [0.07986506809039866, 0.7923715510318068, 0.30830484308246303], [0.16719180660279992, -2.3003644323718633, 0.06353109123298174], [1.6336708799281194, 0.24742156725000128, 0.5905504299122483], [-0.41586919982723713, 0.36102698464735394, -0.3724204831460869], [-0.9706979721185818, -0.19974397801957633, -0.23346394617293972], [-1.3503468265242935, 2.2360337060916233, -1.7548476790636118], [0.727954096438415, -2.3644653286222512, 1.6453531837096476], [0.3012867879822311, 0.47156785709949295, 0.497538650472756], [2.296301210900708, 2.069151085925209, 0.1614876854468156], [-2.00042323416818, -2.880589856603407, -0.6414469404852969], [-0.14546896600770495, 0.46668505306905483, 0.336501952254329], [-2.0957549959844792, 1.578199450836321, 0.7229021721973312], [1.3874882266314896, -0.29627692697302577, -1.0755394934719598], [0.5516007444758401, -1.1447963879392138, 0.02796129488840668], [1.126149800611608, 2.418388657324293, -0.1736543668572955], [-1.3604593478377764, -2.414668012690087, 0.19245619786544274], [-0.11633172192127497, -0.07462841254230174, -0.19524147764230815], [0.19408799107739114, 0.41629850497733784, -0.7296539713761875], [0.14192828262328863, -0.10232856847980878, -0.15023902323104596], [0.12060439226869125, -0.5128505341596806, 0.7511322381281949], [-2.227018297939509, 0.13952287285802747, -1.5552945033329693], [1.9994301949825937, -0.6730897655386783, 1.2198380608936832], [0.3267510880066885, 0.5884862960592389, 0.3589975421196053], [0.10141445205919034, 0.835987219715774, 0.10706870443511247], [0.5009817645048767, -0.19470419574233366, 0.002160475999673901], [-0.23343662675429694, -0.6041624386614005, -0.23455672291865057], [0.0715482565007207, 1.0751492160627776, -0.70370919649687], [0.8015560793945671, 1.1138907535476217, 0.28136919722538783], [-0.8800755577064178, -2.0170533882150097, 0.22223523146919497], [-0.23562825122763925, 0.6159141250934498, -0.9136654333900537], [0.26810323444571066, -0.8432290338639371, 0.13684947260512773], [-0.3206072543030253, 0.2998540362489658, 0.965854195829062], [-1.1058033383462298, -1.7708230343461466, -2.9625958131039543], [0.8398726481449681, 0.2905012549586913, 2.712896326709025], [0.20784223426011209, 1.4373049697058002, 0.5512017942353424], [1.5184089517495705, -0.0998342621935672, 0.45303401657898434], [-0.49059171258930845, -0.11813913996735545, -0.2398141932619039], [-0.689459734646053, 0.4383595859937244, -0.025620714537226395], [5.050623316386621, 0.6588316308565462, -1.779539229817888], [-2.9112916794590933, -1.023220638563224, -1.297464237580072], [-2.4369094885978284, 0.5901341340091204, 2.935970220966396], [0.2021944865076763, 0.5154653928012031, -1.8988166788953589], [-0.6487798193622694, -0.6581855049235663, 0.8022542423154377], [0.5513579051990155, -0.028170396851415317, 0.9542195926197674], [0.9375720929103073, 0.02456713898906009, -0.5123865376843193], [-0.371243579936619, 0.17335038411969894, 0.893874032328846], [-0.9157859406466117, -0.2257494627181, -0.3439644899594632], [2.5848593180032364, -1.1493496243796757, -0.989019328271869], [-1.2312384976574682, -0.731852534114582, 1.2928849826456645], [-1.1659277414386147, 1.9336814607823243, -0.14880800606404365], [-2.903438430703211, 0.47400925911471203, 0.09999644413916077], [0.27803362630157513, -1.1845179553626717, -0.12646245618051977], [2.9763422507384916, 0.4229900279785538, 0.2304046049265151], [-0.5062201546192366, -1.1935116814364983, 1.424607944660398], [-0.7042252299601223, 0.33330297842373025, -0.6960814413551819], [1.0367806103244852, 1.0874125995424213, -0.5449356736101354], [-1.843670480977879, -0.009339728679145136, 1.0897065634252827], [0.16830713270993022, -0.2074792762695724, -0.7714873732248883], [1.5043199372780838, 0.11546530607288995, -0.2333893598236293], [1.672555519129664, -1.206308444042025, 2.088786376022744], [-1.602314258308139, 1.3376541378945488, 0.4610043485576214], [-0.08009186262929023, -0.024389909681134685, -2.3997247243340567], [-0.1391664194909742, 1.7436250353417875, 1.968433495862192], [-1.103444328228505, -2.590687460647028, -2.3394181917840533], [0.7713832992491062, 0.6900017866032508, 0.11310282682263886], [-1.117034654899369, 1.3769594094148787, -2.983406271844694], [0.09817081314731844, 0.10582675499078079, 0.49636348182955115], [1.0373573536069438, -1.6481805267183913, 2.1772405826061165], [0.9644448607403476, 0.6843644462483933, -1.3037130125426486], [-0.2853586996303639, -0.15229925430996352, 1.2942162622525426], [-0.9036483132210374, -0.3131291055015238, 0.11847868131334419], [-0.3032169265914212, 0.4263498828300489, -0.09230754553670081], [-0.8292657754465207, 0.44716250977861727, 1.0274443074137096], [1.0883709474027472, -0.7793623040590585, -1.2737136890234912], [1.3226891674602306, -2.426584482917124, 0.5264712157401481], [-1.325533856131605, 0.2092710832192856, 0.05814656391096124], [-0.42969499386830823, 2.2614494382607155, -0.6088240854933019], [0.8954308055499183, -0.8697462156100556, -1.921374713146104], [-0.9592368255355906, 0.8924343423305284, 1.2393345856901752], [0.33020417579482164, -0.29842128451570044, 0.44763951550095143], [0.3781948542357241, -0.7805461455335786, -1.2003892366694247], [-0.1282967600036773, -0.01702082173342145, 0.5313800382645317], [-0.2920974895622475, 0.5950472929491616, 0.3605647227382557], [-3.3829722833656826, -4.309846438848734, 1.2397291995150153], [3.1901578975669236, 1.8903910232726757, -2.356651107607287], [0.4307235916622869, 2.2155484785252026, 0.9799432103005482], [1.0537316591299764, -0.2968241826290127, -0.17955319307630532], [-0.6213519903280584, 0.10570837084332876, 0.3924339086889628], [-0.7029026231845595, 0.13935592085521056, -0.4069396527051428], [-0.6546816810722395, -1.4765755499008697, 0.009104131216468666], [-0.09294673320462853, 1.3612268934091685, 0.1487958641002024], [0.8575218598713298, 0.5208902487888392, -0.3154248039506481], [1.601980354302505, -0.9030542242759486, 0.9655246282390856], [-0.9208031735624349, 0.4480601478197369, -0.4368114856039673], [-0.4471321548690142, 0.2619580998173502, -0.4405061117442278], [2.86343499626201, 0.5511107295065333, -1.1565654200338933], [-2.1210493085151594, -0.24773205461108425, 0.8006150771968714], [-0.7638943094084608, -0.20027909171172203, 0.5436824494850939], [3.849453524898831, 2.86095890292153, -0.8186805848263613], [-1.7720198850676394, -0.01289823473191411, 0.5683262996671368], [-1.9067479831330776, -2.8568046167215657, 0.6256710603230109], [1.9885848194229792, 4.227853491595159, 2.433592130619778], [-1.1499567225717373, 0.03346086731782284, -0.7082754421843046], [-0.6447252707224295, -4.196791746239894, -1.7818288572850915], [0.2452390492495399, 1.0587619012927723, 3.0368222399147977], [0.7133143571784157, -1.0753270091047382, -2.64374784263321], [-1.113179581379778, -0.36000012141963844, -0.5831915325413304], [-1.3938931125577394, -1.7271900199995491, 0.7688161411798172], [1.183633326568525, 1.5765212579768366, -0.5665873969884461], [-0.09441591082941755, 0.29548943388960874, 0.48481560693340825], [2.0894715296966417, -0.12095217280442938, 1.2470707512233028], [-2.3422325255458247, 0.1751153052923351, -1.6292260538790972], [0.4112110221278618, 0.202754751410636, 0.48870970819391757]]
null
[]
null
null
null
-25.63507
null
5.617491
1.957981
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:58
793264802843952959401458352628126864874288055847142275449618790836870691203413225285613185334370217134634455952303870671536535301141524924220709536589788
PO_7932648028439529594014583
null
null
null
[ "water_1k_test_8937", "water_90k_test_8937", "water_10k_test_8937" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:59
969988872318620448170209224505903480885448517191192168561138698352680328808740627988651647731363539951433951997980070984780067112901079680510311611688365
CO_9699888723186204481702092
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 2.11627, 11.449619769470214, 0.64277 ], [ 3.10836, 11.396307769470216, 0.546722 ], [ 1.9118, 11.217737769470215, 1.59755 ], [ 10.551417769470214, 9.094227769470216, 2.75768 ], [ 10.208057769470216, 8.128037769470215, 2.85719 ], [ 10.558777769470215, 9.485487769470215, 3.67201 ], [ 11.543690769470215, 1.85514, 7.776317769470215 ], [ 12.201696769470216, 1.59633, 7.046427769470215 ], [ 10.823107769470216, 2.52081, 7.482057769470215 ], [ 7.690207769470215, 8.508417769470215, 5.73567 ], [ 7.731967769470215, 7.504427769470215, 5.64719 ], [ 6.750497769470215, 8.863647769470216, 5.52541 ], [ 7.735307769470215, 10.371007769470214, 11.656491769470215 ], [ 7.635717769470215, 10.086457769470215, 10.650467769470215 ], [ 8.210017769470216, 11.327157769470215, 11.687998769470214 ], [ 7.688927769470215, 10.259027769470215, 2.05681 ], [ 7.966467769470215, 9.915237769470215, 1.14214 ], [ 8.271047769470215, 11.058727769470215, 2.24523 ], [ 6.55769, 0.477373, 5.62338 ], [ 7.33474, 0.172, 4.99872 ], [ 6.03636, 12.116436769470216, 5.94885 ], [ 0.727274, 5.10972, 7.472157769470215 ], [ 1.44473, 5.75158, 7.733167769470215 ], [ 0.893609, 4.75225, 6.518847769470215 ], [ 8.601947769470215, 0.50185, 2.20973 ], [ 9.366447769470215, 1.11434, 1.99366 ], [ 7.7092377694702146, 0.97246, 1.94112 ], [ 9.377877769470215, 0.885964, 8.951727769470214 ], [ 10.224507769470215, 1.29568, 8.614977769470215 ], [ 8.505517769470215, 1.40097, 8.687597769470216 ], [ 5.37765, 2.42365, 10.253437769470215 ], [ 5.0108, 2.10842, 11.147347769470215 ], [ 4.74417, 3.02754, 9.780977769470216 ], [ 10.744237769470216, 0.0790005, 4.16088 ], [ 10.006007769470216, 0.344207, 3.51197 ], [ 10.402837769470215, 11.804493769470215, 4.74527 ], [ 5.52181, 11.972287769470215, 2.10271 ], [ 6.39948, 11.487628769470215, 2.19368 ], [ 4.67787, 11.530099769470215, 2.41496 ], [ 4.63764, 1.37974, 0.180378 ], [ 4.91214, 0.512741, 0.602718 ], [ 4.12165, 1.90734, 0.901288 ], [ 0.542583, 5.89185, 3.06851 ], [ 12.433428289470214, 5.8304377694702145, 2.24669 ], [ 0.242351, 5.22782, 3.79285 ], [ 4.21288, 7.990257769470215, 11.730237769470214 ], [ 3.21322, 7.9348877694702145, 11.770707769470215 ], [ 4.64924, 7.446947769470214, 0.0331298 ], [ 9.932247769470216, 6.433227769470215, 2.90754 ], [ 9.038797769470214, 6.118507769470215, 3.32871 ], [ 10.016267769470215, 6.01018, 1.94559 ], [ 2.6917, 12.380601769470214, 5.15445 ], [ 2.49481, 11.923076769470216, 6.041 ], [ 3.20523, 11.705070769470215, 4.56479 ], [ 1.53416, 7.363877769470215, 11.759924769470215 ], [ 1.04842, 8.233847769470215, 11.543772769470214 ], [ 0.92849, 6.606207769470215, 11.584487769470215 ], [ 0.798864, 2.31761, 9.898887769470214 ], [ 0.796223, 1.58093, 10.630017769470214 ], [ 0.155841, 2.0499, 9.141037769470215 ], [ 9.724867769470215, 7.800747769470215, 9.184877769470216 ], [ 9.796917769470214, 6.987387769470215, 8.591817769470214 ], [ 9.846777769470215, 8.691917769470216, 8.660117769470215 ], [ 0.414369, 12.374012969470215, 11.297687769470215 ], [ 11.947890769470215, 12.085060769470214, 11.666259769470216 ], [ 1.17709, 12.047778769470215, 11.889293769470214 ], [ 2.92982, 2.78948, 1.89619 ], [ 2.99562, 3.06628, 2.8884 ], [ 2.70969, 3.64675, 1.34148 ], [ 11.559641769470215, 7.0886977694702145, 5.06559 ], [ 11.113547769470214, 6.844497769470215, 5.96037 ], [ 11.121897769470214, 6.684787769470215, 4.26892 ], [ 9.004827769470214, 0.493922, 11.676432769470214 ], [ 8.565327769470215, 1.3701, 12.002038769470214 ], [ 9.448217769470215, 0.607237, 10.735207769470215 ], [ 6.14725, 3.22516, 4.94612 ], [ 5.6909, 3.72005, 5.72845 ], [ 6.295277769470215, 2.24072, 5.18652 ], [ 7.207147769470215, 5.82593, 4.1402 ], [ 6.690457769470215, 6.681747769470215, 3.91774 ], [ 6.6190077694702145, 5.00935, 4.2586 ], [ 7.073107769470215, 1.99433, 7.900957769470215 ], [ 6.356147769470215, 2.00622, 8.572357769470216 ], [ 6.787617769470215, 1.42827, 7.092467769470215 ], [ 4.26151, 12.028061769470215, 9.230227769470215 ], [ 4.55327, 11.464040769470214, 10.065437769470215 ], [ 4.42761, 0.557369, 9.477167769470215 ], [ 9.244137769470214, 3.70163, 4.26126 ], [ 9.606987769470216, 3.13999, 3.49709 ], [ 8.468167769470215, 4.32102, 3.92822 ], [ 0.192864, 10.367647769470215, 9.651447769470215 ], [ 12.246677769470216, 9.550027769470216, 10.110127769470214 ], [ 0.390716, 11.157137769470214, 10.279357769470215 ], [ 4.70567, 10.757887769470216, 11.482544769470215 ], [ 5.76479, 10.862247769470216, 11.546108769470214 ], [ 4.36043, 9.814247769470215, 11.542988769470215 ], [ 5.29761, 8.012537769470214, 9.209037769470214 ], [ 6.05523, 8.651757769470215, 8.972907769470215 ], [ 5.03469, 8.083397769470215, 10.216137769470215 ], [ 0.457555, 1.08406, 2.14024 ], [ 0.587005, 0.129382, 1.89183 ], [ 1.27613, 1.7253, 1.90282 ], [ 2.22542, 11.295447769470215, 7.652047769470215 ], [ 1.41483, 11.077357769470215, 8.253947769470216 ], [ 2.94869, 11.687452769470214, 8.275337769470216 ], [ 10.098437769470214, 10.508797769470215, 8.427157769470215 ], [ 11.010877769470214, 10.295697769470214, 8.808747769470216 ], [ 9.679397769470215, 11.382157769470215, 8.751297769470215 ], [ 4.73685, 8.250867769470215, 6.23124 ], [ 4.80226, 7.5866777694702145, 7.037437769470215 ], [ 3.93715, 8.013227769470216, 5.65994 ], [ 1.32164, 8.327077769470215, 6.801077769470215 ], [ 0.455718, 7.881317769470215, 6.530417769470215 ], [ 1.25497, 9.348807769470215, 6.606287769470215 ], [ 10.882117769470215, 10.845987769470215, 0.655463 ], [ 10.003857769470216, 11.316297769470214, 0.408959 ], [ 10.752567769470215, 10.115007769470214, 1.38329 ], [ 6.19047, 5.51106, 9.958817769470215 ], [ 5.85587, 6.43946, 9.651307769470215 ], [ 5.78629, 4.76989, 9.387977769470215 ], [ 12.035784769470215, 3.85213, 4.59708 ], [ 11.047147769470214, 3.85129, 4.63322 ], [ 0.126722, 3.04986, 4.95332 ], [ 10.520177769470214, 2.45038, 1.97895 ], [ 10.651147769470215, 2.95353, 1.08992 ], [ 11.399477769470215, 1.93495, 2.11797 ], [ 7.600957769470215, 2.7704, 12.153430769470216 ], [ 6.9777277694702144, 2.8045, 11.316947769470215 ], [ 7.061357769470215, 3.1211, 0.509799 ], [ 12.374124069470215, 4.99614, 11.015817769470214 ], [ 11.365867769470215, 5.13309, 11.001677769470215 ], [ 0.265655, 4.07165, 10.750417769470214 ], [ 3.31025, 4.00815, 9.450817769470214 ], [ 3.26903, 5.01126, 9.295217769470215 ], [ 2.42858, 3.56045, 9.370537769470214 ], [ 9.188287769470215, 3.52187, 6.919527769470215 ], [ 8.329367769470215, 3.1532, 7.424487769470215 ], [ 9.060487769470214, 3.39204, 5.89475 ], [ 10.512977769470215, 5.88644, 7.492807769470215 ], [ 11.490415769470214, 5.59773, 7.641847769470215 ], [ 9.917487769470215, 5.0431, 7.355937769470215 ], [ 2.57633, 6.857297769470215, 4.83133 ], [ 2.18724, 7.581247769470215, 5.42705 ], [ 1.92459, 6.5065377694702144, 4.13552 ], [ 5.26966, 10.795567769470214, 7.237447769470215 ], [ 4.68026, 11.165077769470216, 8.012277769470215 ], [ 5.04059, 9.853257769470215, 6.890537769470215 ], [ 3.47489, 10.511067769470214, 3.19983 ], [ 4.24451, 9.843217769470215, 3.2614 ], [ 2.62218, 10.001347769470215, 3.21842 ], [ 9.917247769470215, 10.297017769470216, 5.72089 ], [ 10.107807769470215, 10.484597769470215, 6.706607769470215 ], [ 9.069027769470214, 9.700677769470214, 5.69102 ], [ 3.0763, 6.758797769470215, 8.368087769470215 ], [ 2.37567, 7.4617977694702144, 8.049117769470215 ], [ 3.87925, 7.280807769470215, 8.791707769470214 ], [ 11.454006769470215, 8.463187769470215, 11.092657769470215 ], [ 10.747817769470215, 8.185617769470216, 10.393397769470216 ], [ 11.062017769470215, 8.663637769470215, 12.018622769470214 ], [ 5.92403, 8.237557769470214, 2.88261 ], [ 5.82542, 7.509017769470215, 2.17908 ], [ 6.672377769470215, 8.858397769470216, 2.64449 ], [ 2.24659, 5.37185, 0.963727 ], [ 2.16617, 6.08244, 0.224087 ], [ 1.62018, 5.65775, 1.7043 ], [ 3.19451, 2.63295, 4.46671 ], [ 2.95298, 1.69988, 4.81928 ], [ 3.30411, 3.20317, 5.30004 ], [ 0.615733, 10.385417769470216, 2.87146 ], [ 0.0966138, 11.219427769470215, 3.17793 ], [ 12.325651769470214, 9.671727769470214, 2.79547 ], [ 6.27041, 3.38742, 2.07432 ], [ 5.63252, 2.61409, 1.89099 ], [ 6.29202, 3.67341, 3.04691 ], [ 4.91207, 6.0589, 1.07815 ], [ 5.49348, 5.27724, 1.32831 ], [ 3.91092, 5.75421, 0.987366 ], [ 8.174397769470215, 6.6202277694702145, 11.307457769470215 ], [ 8.592437769470216, 7.094967769470215, 10.549527769470215 ], [ 7.515787769470215, 5.91933, 11.074557769470214 ], [ 9.592537769470216, 4.96195, 0.621123 ], [ 9.149617769470215, 5.80186, 0.148557 ], [ 9.044787769470215, 4.16348, 0.373437 ], [ 7.268577769470215, 9.648277769470216, 8.874317769470215 ], [ 6.5857877694702145, 10.189717769470215, 8.385637769470215 ], [ 7.732607769470214, 8.999467769470215, 8.221757769470216 ], [ 3.79171, 4.6871, 6.246387769470215 ], [ 3.41358, 5.43028, 5.64872 ], [ 3.69939, 4.82826, 7.235717769470215 ], [ 0.197995, 1.4024, 5.45319 ], [ 1.11011, 0.982828, 5.33932 ], [ 11.984914769470215, 0.942159, 4.85947 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
946644277905104794307791821142933699028429483331313285596248208124878321351129861178680363042644759547053007972987649452960156977667641451509992515369035
1
DLPOLY
NPT-PME-SHAKE
null
[[-0.5562103543198506, 0.250997375601244, -0.33981410653359073], [1.5999162204494954, 0.045054491399153185, -0.8752447906638705], [-0.8348987793857207, -0.51805423294878, 1.1446619590538287], [-0.3023279613816167, -1.5618555002228918, -1.2708429818581715], [0.4115184739979844, 0.4886489983747114, -0.5375854490705326], [-0.0021943347331283077, 1.1170693462246297, 1.901847833440009], [-0.8199945187706088, 0.47589126351010297, 1.675122677198953], [-0.05738162018896365, 0.14565152910688917, -1.0444170382974887], [0.5861402951884866, -0.1766972297242213, -0.4733978245069929], [-0.6791564110436364, 1.13109765087691, 0.09299400013529616], [0.07174079335591739, -0.6437452407838158, -0.15623238331139105], [0.6895161080496017, -0.4600893648538714, 0.15630913786853026], [1.7125546171552073, 3.6652946247526077, -3.0227765895998875], [0.26105742628527023, 0.34241812413596917, 2.6653301833609997], [-1.9474755989890946, -3.7349244509664135, 0.08605616872472953], [-0.013679223191844763, -0.6181994161449959, -0.22098070641945627], [-0.4887617451818086, -0.34922586307680836, -0.4236036307941018], [0.43204619843784964, 1.0465375455540464, 0.6341010523613517], [2.4053143641166805, -0.19694785720356695, -1.686158855047501], [-1.9040984331662947, 0.8368111386907147, 1.4800663645052239], [-0.5569865727225579, -0.5060987349808244, 0.4484764437228649], [-0.8776861926790895, -1.3698867154773613, -2.1219296008936483], [1.2524435702230479, 1.0672612759816344, 0.7143247420266325], [-0.46423064180686296, 0.3887184677535459, 1.3923406757523247], [-3.5182988067918672, 0.28520996057330883, -0.05762922952301162], [1.4032510975468027, 1.0682543151672208, -0.4134542499475294], [2.1221811130017882, -1.3859314534104175, 0.7078374642028887], [-3.946350732767518, -0.48549642419164873, 1.020258866669095], [1.7155380711276242, 0.987605656767497, -1.0659776969469898], [2.1574491815449086, -1.0426911448657707, 0.22673643092176585], [2.3807919335730503, -1.4228430234877618, -0.07583913979389884], [-0.40725100734935726, -0.3052632811402345, 0.7221779907825149], [-2.0640904888528095, 1.495829235420537, -0.6615115357329323], [0.29734888892358025, 1.752401940632735, -1.9952585631199988], [0.24886212453145026, 0.13685424266235108, -0.10489442562440049], [-0.7455989717491193, -2.3870276992886543, 2.080946136513834], [0.2947739253061076, 3.001025128661453, -1.4193131811424895], [0.4551848787451454, -1.527463387642603, 0.36364184328887644], [-0.8505402306626217, -1.394777741351886, 0.9268654826517354], [-0.8535670487916145, 1.8612936742102955, 0.8875385290531176], [0.6636710707304085, -1.431329388929651, 0.3489422614928024], [-0.06740784683086071, -0.280068272528113, -1.0900274581839438], [1.9974354437801056, -0.15288553770686872, 1.3423851673769716], [-1.5710573742482823, -0.21260882235092704, -1.4019284907712402], [-0.19116134415008856, 0.039540001699874934, -0.4192932336304645], [1.9317517558146995, 0.7984295237054497, -0.4233443131377783], [-1.8412204061313446, -0.4140474716094867, 0.09843923727652282], [-0.04884104955135444, -0.3216757471210536, 0.03259974189654006], [-1.668036974014463, -1.7236081406663857, -2.2884653078074564], [1.5327624875761692, 0.7057646575185642, -0.4247159214102717], [-0.16355745664017984, 0.966465630436781, 2.7882025210186066], [0.7236653813530657, -0.9399744671846082, -0.7591199157694623], [-0.19165309368565844, 0.08603969034523072, 0.7014672696018998], [-0.7594798382690416, 1.155199449101755, 0.22132588510579987], [1.9008678035013955, 2.674714186844009, 0.5624157651258515], [-0.03615681693214203, -0.2284102873655928, 0.04623139460862114], [-2.0269100610046955, -2.588514916402579, -0.8812420535183074], [-0.5581964326910234, -1.2227954963721546, 0.8353931307706852], [0.0735603533658391, 1.0165122035409435, -1.2307268006098735], [0.5181669797558771, 0.4268741554830507, 0.35906519020386357], [-0.28423513433348424, 2.761034876923851, 0.09733518585010226], [0.48135514723865724, -0.9018877284640588, -1.0336323725570802], [-0.32227243791553706, -1.6571395614669573, 0.9428495107655854], [-1.0323921576790116, 0.4424661716214552, -0.4093546025848507], [0.5261026204092535, 0.0757376676675114, 0.210576344332218], [0.35881281081259225, -0.21500946205896485, 0.6768060737572267], [-0.4879161441285799, 2.7931373620369357, -1.2764282852251378], [0.07948910085288623, -1.105313323376923, -0.39338054822701307], [0.32681309875059195, -1.8856209660493346, 0.984383699933913], [0.8150163135957038, 1.3927309531615073, 3.626136791364635], [0.09748565947342036, -0.15530525764379988, -1.1285435020545938], [-1.164383977464515, -0.9782043076218576, -1.7199178509417827], [0.8361476670951046, 0.3929998109322773, -1.673344746779344], [0.30193594940617124, -0.7424377247347413, -0.5470171531257751], [-1.3061847694674709, -0.06253718476426377, 1.9999288827832156], [-0.22023050651069448, 0.7340033962807431, 1.2703573033045221], [0.34425372888382394, -0.7094029102552761, -1.2293001198585287], [-0.1551157562795635, 0.22048028405257122, -0.3025976864355184], [0.593911152046875, 0.7676019447956941, -0.3656907996870843], [-0.06445127863552079, -0.5076424989549239, 0.053240343235972126], [-0.5025732290512096, -0.16105968122141218, 0.30853207126292037], [2.0334320301537, -0.22450794691533407, -2.6508118637394125], [-2.28564230121437, 0.13528315926960882, 2.541100547602569], [0.34537816146383515, 0.16532714787003935, 0.2871331609174468], [0.7783519192108418, -0.5100015090726489, 2.5659525457361756], [-1.1212496509185395, 0.9166792422720736, -1.6558169546913946], [-0.19125717893612112, 0.17336512793293474, -0.30279325878167535], [-2.3353462974815833, 1.6282590331874562, -0.8965669464522049], [0.33804094617120517, -0.22978363020434928, -0.465280054395998], [2.0862322272004272, -1.5938409021132223, 1.1111111111111112], [0.48290324762841424, 0.6240145495418143, -1.4871520676897139], [-0.14402190410276958, -0.33935965017267605, 0.9401696058891994], [-0.2452182344543835, -0.39994414696633035, 0.0657274857635474], [4.573183952486761, 2.0547802044359798, 0.007144374888337297], [-4.254106151986165, -1.0412514548674532, 0.09887244520071534], [0.13479834799909107, -1.3803721685373964, 0.2895624209688246], [-1.2473786367349913, -0.7848912340224765, 1.6771824746363047], [0.34623850633029957, 0.2617417126760368, 0.3937096821754236], [0.3852688490979388, -0.016496765901202574, -1.5574757204087333], [2.44210885097127, 4.7622083110007924, -0.38399437653617524], [0.656494302817109, -1.561166010133336, -0.7909015061238862], [-2.9704187069502335, -2.974672730710322, 0.9854764766796239], [-0.8542348568028822, 0.12195128297193646, 1.8285016990076548], [0.7870334233573224, 0.030778057042946127, -1.028897006659], [-0.32788896347523816, -0.32340901245938947, -0.8334590893874032], [-0.9576280153266276, -0.46083089193131815, -0.8214168631062959], [0.839239531458961, 0.6543174221570025, 0.5932780353608679], [0.4817367518165245, 0.0511818467233176, 0.13237385800493656], [0.6274142994173592, -1.6040661702338022, 2.6251012553056046], [-0.11662226177033301, 1.885781413428665, -2.109393023227577], [-0.2999511719596956, -0.20796018476599834, -0.5698700636412362], [0.1730598442706409, 2.7382773675528562, -0.49186228237698015], [-0.5635258875341926, -0.4734758799888294, -0.2794824227727735], [0.4106624655471776, -2.2146725225623705, 0.711128803686994], [-1.0772003406688142, -0.7586515828784434, 0.6293917049572169], [0.8613986154692088, -0.3287419364350847, 0.2985904047263461], [0.13135957038262797, 1.2974252098391537, -1.0142442581520277], [-0.8857128980612753, 0.49862709080280926, -1.0968659856759517], [0.48188852636453994, -1.0745334450394006, 0.49266451927363303], [0.23833590916423394, 0.27915935980628365, 0.48612520446199825], [4.162798583900103, 1.6408866755823373, -0.4163292935285067], [-2.7321760307226377, -1.000762341872603, 0.49089526168533926], [-1.5001526418311468, -0.3135822609377412, -0.07633132297103448], [1.14970087404794, 0.14764411210154843, -1.7551382189126699], [-0.7275985103544933, -0.21873444310882842, 1.3312275698900111], [-0.4000963551559115, -0.03741984135656958, 0.6300811950467725], [-1.9517686504901017, 0.6987613462315682, -1.3764737308612296], [1.4944936193980014, -0.28475550421239415, 1.582336391373655], [0.5270132676973459, -0.28031241272963486, -0.04650328787035158], [0.22722254311698087, 0.7847091045648581, 0.4197333798197092], [0.32743797624684956, -0.5462929717109588, -0.1540038993049593], [-0.3984064539741515, -0.16634056820921644, -0.23597516448024586], [2.82048713558931, 0.9125292924877669, -0.20547411766950616], [-0.5111246407279627, 0.22509553123693657, 0.0902967495962797], [-2.4257909188517863, -0.9925231521231959, -0.026918126737818574], [-3.5338795482495624, -1.705989283849627, 0.6577345176951778], [3.1535108488446917, 1.19727569022728, -1.7731907172951868], [0.580524636911917, 0.5328804380820554, 1.419464955690505], [-0.3990447743589477, -1.7310364206878248, -0.1956109402563342], [-0.5164931233120502, 0.1442205119398869, -0.11660621703239997], [1.0044786500911513, 1.3183484153869904, 0.04624917391281723], [1.2577556794035867, -0.33437147124175864, 0.21787670009175855], [-0.7878746879948935, 0.07816909592671804, 0.16363334391418755], [-0.6589920782358767, 0.12180991582149926, -0.2683785968399672], [0.35255276116930584, -0.3157231493478898, -0.13384910661164623], [0.6890781300681857, -0.7093118455264669, -1.1839065207549526], [-0.48310272274866306, 0.7042122207131496, 0.49903037745896445], [2.506452586498483, 0.13821891266979233, 0.17475971920841335], [-0.01198203683178003, 0.26833609996652286, -0.05489642037560298], [-2.3602329869404506, -0.6838917769417168, -0.06570190091116766], [-1.7292107896959825, -0.9549351012032686, 0.09245064725340105], [0.276781703101231, 0.16832231016473176, -0.002925944427966065], [1.2885398941567667, 0.7181191057270173, -0.3821414261256901], [0.3659613920241174, 2.6711279710951876, 0.32790370728847396], [1.1281749067236992, -1.4776076168273742, 0.36777531469368424], [-1.5976699571388675, -1.3242676227595909, -0.8026445197246203], [-0.3627611172688214, 0.08022976064720136, 0.37020110561253605], [0.24225169250303116, 0.032166187059094936, 0.7005739679764377], [0.09691238532348792, -0.11073471023203292, -0.95841290656065], [-1.0666411685426, -1.3573804927208926, 0.4642046233129175], [-0.3417724318445551, 0.023063139946540665, -0.06537666973684896], [1.2619446569288115, 1.3807537731152637, -0.4090124593894674], [0.5230541202019728, 0.6905785298857094, -0.999192559404558], [0.13184481529471148, -0.6603970769089336, 0.2016606737402279], [-0.23570240393538391, -0.23515298007156818, 1.0426998176970859], [-0.6159184615091073, -0.905647400839183, 1.7398046531474574], [0.28795014162733534, 0.0794717551902559, -1.0940603247454959], [0.39073229918492736, 0.9107036614959246, -0.30161245279811555], [-2.2008393566146816, 0.7214191180424379, 0.7160939996149263], [1.2473482818253883, -0.4988222295074005, -0.22631970137707216], [1.0348118776159427, -0.13549824548622494, -0.29998022594460144], [0.14472093430677194, 0.16849966956512688, -1.0711770593204315], [0.0043287662203627675, 0.1839108571706102, 0.47780795923075453], [-0.32745141913538806, -0.5699394462917575, 0.5297278638989927], [-2.859796743525298, 0.003838109461538595, -0.2111118916659295], [0.5944055034318394, -0.8226787600626525, 0.15995823164438616], [2.4396891310343394, 0.715421855188001, 0.3362656176009908], [1.6384062458261999, 0.7545623429133428, 4.376093860849625], [0.903175643914361, 1.151717307328716, -2.5709957971459447], [-2.0983828638729745, -1.6308652189976636, -1.5451689727725133], [-1.1119783942426278, 4.383769316563547, -1.6199851521127884], [1.6214291785267634, -2.7259966384105825, 1.445058480901558], [-0.7295498974004054, -1.5457066883140536, -0.22401793194602723], [1.6356873132088956, -1.7751637864193868, -0.09471252166039622], [-1.1764131944986496, 1.4688437207833995, -1.0547810717191113], [-0.21994517036042552, 0.9468216675079313, 0.9031105976794972], [0.46596954448555367, -0.6094355201010212, -1.6059525110448507], [0.0030376895230463143, 0.01155914957685256, 0.6446775701501961], [-0.4642349782225206, 0.672582404906741, 0.9757021957874323], [1.8618790903240687, 1.181378390426582, 1.4477123672839987], [0.7514227779772529, -0.41289485232770123, -0.15674711584994613], [-1.860725603759152, -1.089246903365579, -1.454516203450746]]
null
[]
null
null
null
-26.63746
null
5.365629
1.82951
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:52:57
9315923606520671538318369537591505625592084125290656991364095122796626612086433977741510509220698339161736176966710345318498384460613695698649405198819325
PO_9315923606520671538318369
null
null
null
[ "water_90k_train_75935" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:54
944681753171320322800636027151235180635000384492075704177925235013418756367536347536746743809760182655962596660653152750233141894500086351989329845045198
CO_9446817531713203228006360
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 4.04343112, 3.32727252, 4.73226837 ], [ 2.9476189600000002, 4.1028341600000005, 3.94559077 ], [ 3.24779596, 3.8964621200000003, 2.43488927 ], [ 4.11464841, 4.61836078, 1.9016158 ], [ 3.73254479, 2.24698145, 5.14111839 ], [ 5.07296348, 3.89172319, 4.92514832 ], [ 2.04565064, 3.5354339500000003, 4.21381773 ], [ 3.01170904, 5.14668974, 4.33418576 ], [ 2.84900812, 3.03170234, 1.86371336 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3125559736782528593968687135227868502059212629227281573004584129581384533421887328460611262125964747768171894001937944827952764372286201346359856611338033
1
i-PI
DFT-PBE-vdW-TS
null
[[0.23239606477259947, 1.655489567412664, -0.4605199708103684], [0.4362416307008419, -0.5755288384490956, -0.3482052122203263], [2.3806450965865307, 2.2104346717117784, 0.25061067279458615], [-1.4783926870089428, -1.0957553875250279, 0.3898320210022039], [0.7615152992708518, -1.337269133150803, 0.8495570970785002], [-1.3663635590912007, -0.9802014840459894, -0.34244258786490106], [-0.2078657159336375, 0.4969057353561075, 0.08352803104445239], [-0.36444029962414376, -0.33097470954910435, -0.7890557465498645], [-0.39373582967289983, -0.04310042176052958, 0.3666956955257161]]
null
[]
null
null
null
-7,263.753624
null
3.258266
1.462649
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:14:40
10379477550722089809359918914138356133136683341417800532350777052317287012438079840120330756501173855555778055481501725872001596197697931166386881635282951
PO_1037947755072208980935991
null
null
null
[ "malonaldehyde_10k_train_6698" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:39
7492390369686603466931680847057527273950413213741845114494150027565261333881493224396944567133627724012476332115075479353612989467271708853481227718922163
CO_7492390369686603466931680
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 7.341567769470215, 9.111567769470215, 8.746847769470214 ], [ 6.456757769470215, 8.938127769470215, 9.172437769470214 ], [ 8.149497769470216, 8.732647769470216, 9.228227769470216 ], [ 7.898327769470215, 8.048637769470215, 4.60522 ], [ 8.074777769470215, 7.578107769470215, 3.74897 ], [ 7.597837769470215, 9.028517769470215, 4.4245 ], [ 4.65565, 2.53645, 4.18393 ], [ 3.88057, 3.04512, 3.79457 ], [ 4.68513, 1.62106, 3.79942 ], [ 3.13421, 0.134717, 11.332117769470216 ], [ 2.90896, 1.18152, 11.406167769470215 ], [ 4.10722, 0.00816767, 10.975967769470214 ], [ 7.663667769470215, 7.411117769470215, 11.262307769470215 ], [ 7.599597769470215, 6.635387769470215, 10.571757769470215 ], [ 8.271277769470215, 7.220377769470215, 12.073720769470215 ], [ 1.47365, 11.080927769470215, 5.12721 ], [ 0.808785, 10.400187769470215, 4.69185 ], [ 0.968546, 11.770924769470215, 5.6796 ], [ 8.675147769470215, 1.25654, 5.51843 ], [ 8.556287769470215, 2.15206, 5.04866 ], [ 7.819497769470215, 0.731982, 5.68642 ], [ 0.133509, 7.103977769470215, 7.933327769470215 ], [ 0.266937, 6.18654, 8.448237769470214 ], [ 11.677132769470214, 7.504807769470215, 8.197797769470215 ], [ 8.586717769470216, 3.75202, 3.98305 ], [ 9.123527769470215, 4.54988, 4.29626 ], [ 8.761147769470215, 3.65988, 3.00037 ], [ 11.309127769470216, 1.59163, 5.35615 ], [ 10.321157769470215, 1.42399, 5.59182 ], [ 11.958088769470216, 1.05594, 5.91417 ], [ 9.954227769470215, 11.221937769470214, 3.9963 ], [ 9.997797769470214, 11.857842769470215, 4.77289 ], [ 9.001507769470216, 10.983207769470216, 3.80997 ], [ 6.995237769470215, 5.96018, 6.1232 ], [ 7.421927769470215, 6.357547769470215, 5.2957 ], [ 6.19376, 6.509737769470215, 6.326557769470215 ], [ 11.142287769470215, 6.3931977694702145, 11.585103769470216 ], [ 10.621637769470215, 6.716407769470215, 12.339377769470214 ], [ 12.087144769470214, 6.323837769470215, 11.915784769470214 ], [ 5.08562, 10.495577769470215, 2.33365 ], [ 5.25735, 10.097607769470216, 1.40685 ], [ 4.14286, 10.442707769470214, 2.67177 ], [ 6.731977769470215, 7.023877769470215, 1.61781 ], [ 5.95716, 7.376597769470215, 1.06572 ], [ 6.551807769470215, 6.08715, 1.95665 ], [ 6.263277769470215, 4.95493, 3.09411 ], [ 5.51863, 5.15216, 3.75656 ], [ 6.9582077694702145, 4.34609, 3.50025 ], [ 2.51886, 8.772407769470215, 8.440027769470216 ], [ 1.74548, 8.291167769470215, 8.118277769470215 ], [ 2.31922, 9.819877769470214, 8.540067769470214 ], [ 11.884047769470214, 8.877147769470215, 0.443498 ], [ 11.219917769470214, 8.328287769470215, 0.983517 ], [ 0.408926, 8.421777769470214, 0.562637 ], [ 3.67253, 8.258197769470215, 10.951017769470216 ], [ 4.05023, 7.293647769470215, 11.119907769470215 ], [ 3.31322, 8.434417769470215, 10.000417769470214 ], [ 8.920317769470214, 2.33767, 10.145667769470215 ], [ 8.972447769470214, 2.11496, 11.134517769470214 ], [ 8.716617769470215, 3.31174, 9.979247769470215 ], [ 7.817447769470215, 11.150617769470214, 11.328667769470215 ], [ 8.794617769470214, 10.931617769470215, 11.442137769470214 ], [ 7.230707769470214, 10.345927769470215, 11.478209769470215 ], [ 2.28473, 7.623547769470215, 3.57629 ], [ 1.41613, 7.400787769470215, 4.10135 ], [ 2.75649, 8.466607769470215, 3.93791 ], [ 6.08713, 0.573875, 2.06155 ], [ 7.035247769470215, 0.35101, 2.38921 ], [ 5.54936, 12.146721769470215, 2.11458 ], [ 4.55851, 7.012457769470215, 7.177857769470215 ], [ 3.75082, 7.567677769470214, 7.426137769470214 ], [ 4.6011, 6.224377769470215, 7.817027769470215 ], [ 2.66548, 4.35379, 6.236887769470215 ], [ 3.41764, 4.63116, 5.5744 ], [ 2.73371, 3.40201, 6.5651177694702145 ], [ 5.7434, 0.153913, 10.392467769470215 ], [ 6.282587769470215, 11.835545769470215, 10.783297769470215 ], [ 6.03914, 0.361428, 9.461887769470215 ], [ 4.63938, 2.63761, 8.425527769470214 ], [ 5.29073, 2.89735, 7.692947769470215 ], [ 5.12832, 2.21695, 9.186527769470215 ], [ 4.83036, 5.83789, 12.142801769470214 ], [ 4.78634, 5.42773, 11.208317769470215 ], [ 4.16772, 5.41488, 0.349418 ], [ 11.021237769470215, 11.646648769470215, 1.50419 ], [ 10.904567769470216, 11.676585769470215, 2.51075 ], [ 11.284737769470215, 10.708957769470215, 1.19928 ], [ 2.11146, 2.87009, 2.51103 ], [ 2.28681, 1.8705, 2.72482 ], [ 1.13964, 3.07023, 2.64778 ], [ 4.8338, 5.18783, 9.161917769470215 ], [ 4.61668, 4.24837, 8.854447769470216 ], [ 5.83121, 5.41232, 9.222557769470214 ], [ 0.654444, 5.93134, 5.38521 ], [ 0.399348, 6.459697769470215, 6.21371 ], [ 1.40798, 5.29098, 5.57132 ], [ 7.255607769470215, 1.15144, 8.344037769470216 ], [ 7.907217769470215, 1.50741, 9.052317769470214 ], [ 7.140227769470215, 1.86266, 7.625917769470215 ], [ 0.891783, 4.59687, 8.460877769470216 ], [ 1.67717, 4.75527, 7.814997769470215 ], [ 1.10142, 4.0118, 9.253957769470215 ], [ 10.408427769470215, 10.717087769470215, 11.121957769470214 ], [ 10.844267769470214, 11.667978769470215, 10.949467769470214 ], [ 10.952217769470215, 10.133127769470214, 11.737851769470215 ], [ 9.172537769470214, 0.782314, 0.104788 ], [ 9.823277769470215, 0.24834, 0.685345 ], [ 8.400577769470214, 0.196744, 12.213062769470215 ], [ 6.05446, 3.21704, 6.475937769470215 ], [ 6.577207769470215, 4.10488, 6.383587769470215 ], [ 5.48573, 3.07405, 5.63303 ], [ 5.62579, 2.21954, 12.270490769470214 ], [ 5.84816, 1.61406, 11.498748769470215 ], [ 5.64235, 1.71387, 0.709084 ], [ 11.905835769470215, 3.27871, 3.34773 ], [ 11.271427769470215, 4.0705, 3.38179 ], [ 11.835497769470216, 2.69298, 4.18381 ], [ 0.455892, 2.88111, 11.087077769470215 ], [ 1.46458, 3.10011, 11.079217769470215 ], [ 0.0691627, 2.50404, 12.006133769470214 ], [ 7.4927877694702145, 5.65792, 8.731947769470215 ], [ 7.457767769470215, 5.81101, 7.711237769470215 ], [ 8.397377769470214, 5.26955, 8.882467769470214 ], [ 1.88067, 7.9052777694702145, 0.921499 ], [ 2.30784, 8.035637769470215, 1.83289 ], [ 2.51957, 8.247577769470215, 0.199966 ], [ 10.301397769470215, 8.188107769470214, 9.609017769470215 ], [ 10.617487769470214, 7.566627769470215, 10.396207769470214 ], [ 10.204107769470214, 9.166227769470215, 9.870807769470215 ], [ 11.950426769470214, 1.95699, 0.914494 ], [ 11.712430769470215, 2.6059, 1.6974 ], [ 11.822055769470214, 0.970653, 1.15197 ], [ 9.592237769470215, 3.7886, 1.44011 ], [ 8.644667769470214, 3.80253, 1.12908 ], [ 10.158667769470215, 3.0776, 0.989975 ], [ 4.34022, 6.0961, 4.63309 ], [ 3.82251, 6.714937769470215, 4.00852 ], [ 4.32426, 6.4489877694702145, 5.59563 ], [ 11.657821769470214, 9.214237769470214, 4.76765 ], [ 11.295837769470214, 8.595437769470214, 5.49302 ], [ 10.995727769470214, 9.909667769470214, 4.39559 ], [ 3.1066, 2.95714, 11.614698769470214 ], [ 4.03407, 2.59173, 11.771270769470215 ], [ 3.07617, 3.74859, 12.281289769470215 ], [ 7.353497769470215, 4.43115, 0.0899473 ], [ 6.7703777694702145, 3.56478, 0.135066 ], [ 6.785867769470215, 5.28173, 0.152838 ], [ 9.734017769470215, 7.926227769470215, 6.539417769470215 ], [ 9.307377769470214, 7.701137769470215, 7.458927769470215 ], [ 9.030087769470214, 8.169687769470215, 5.85618 ], [ 9.427747769470216, 6.774467769470215, 1.23528 ], [ 9.585877769470216, 5.80803, 1.52044 ], [ 8.577497769470215, 7.2296977694702145, 1.65523 ], [ 7.278147769470215, 10.728787769470214, 4.09751 ], [ 6.509487769470215, 10.465907769470215, 3.49478 ], [ 7.0625377694702145, 10.703497769470214, 5.11642 ], [ 2.98849, 1.17759, 6.895617769470215 ], [ 3.5052, 1.62344, 7.633877769470215 ], [ 3.62603, 0.756783, 6.226157769470215 ], [ 2.42153, 0.190643, 3.01104 ], [ 1.9917, 12.138235769470215, 3.79692 ], [ 2.0476, 12.250159769470216, 2.16032 ], [ 1.44978, 11.101847769470215, 9.429787769470215 ], [ 1.83271, 11.884127769470215, 10.009677769470215 ], [ 0.543079, 11.326527769470214, 8.938247769470214 ], [ 2.43169, 5.01934, 0.792358 ], [ 2.33194, 4.30383, 1.48452 ], [ 2.37796, 5.96118, 1.19038 ], [ 2.22922, 10.784887769470215, 0.883494 ], [ 2.56395, 11.328037769470214, 0.0772153 ], [ 1.46548, 10.251807769470215, 0.488015 ], [ 3.60276, 9.502227769470215, 4.74877 ], [ 2.70236, 9.975427769470215, 4.95326 ], [ 4.32127, 9.824297769470215, 5.38111 ], [ 5.91358, 9.313437769470214, 11.817906769470214 ], [ 4.92539, 9.221107769470215, 11.615070769470215 ], [ 6.398717769470215, 8.447187769470215, 11.765283769470216 ], [ 11.394327769470214, 1.12283, 9.697807769470215 ], [ 11.933111769470214, 1.82933, 10.110517769470215 ], [ 10.421737769470216, 1.29805, 9.744017769470215 ], [ 10.242527769470215, 5.66683, 4.85466 ], [ 11.306407769470216, 5.60855, 4.822 ], [ 10.033427769470215, 6.20753, 5.70113 ], [ 10.003127769470215, 4.99837, 9.464257769470215 ], [ 10.837937769470216, 4.50905, 9.136367769470215 ], [ 10.237087769470214, 5.58708, 10.248207769470215 ], [ 0.357013, 0.459665, 7.176457769470215 ], [ 1.22901, 0.994587, 7.097167769470214 ], [ 12.325912769470214, 0.704838, 8.093037769470214 ], [ 7.1033377694702144, 10.999197769470214, 6.7843377694702145 ], [ 7.6211677694702145, 11.652583769470215, 7.312667769470215 ], [ 6.890847769470215, 10.157867769470215, 7.310047769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3540141013606240312346484451195055556516072079051591626578004903682709851079103501606441810360173037758830959481848970646263045355319468898613986050445494
1
DLPOLY
NPT-PME-SHAKE
null
[[1.142736590501862, 0.6922393770825636, -1.7135910204973694], [-1.0801274212376824, -0.5975060406270111, 1.1792318646760784], [-0.14950833719274326, -0.29768452749547714, 0.5611278496755494], [-0.9717473847077168, 3.030512755133015, 0.9343024355044899], [0.3093243344035607, -1.0395342342670504, -1.760467673755839], [0.6308444042025071, -1.8087189707777622, 0.3673733289622263], [0.3986306466636485, 1.3593362161824625, 1.5476580753599658], [-0.7905892841965403, 0.5351744019649166, -0.5648745128037009], [0.27004811686813657, -1.8736221039248029, -0.9772546325928471], [0.7982430578321739, 4.58992251692503, -0.48476790636117484], [0.8593127995379115, -4.754142577877689, -0.20698449124304225], [-1.8734920114550755, 0.14922300104247432, 0.6740090856580857], [0.42727484028981133, -1.6028779923436245, -0.4816109957624546], [0.44028495454569105, 1.4057792278751735, 1.4854088285953655], [-0.6612947149500532, -0.22997573341798014, -1.142207547791637], [-1.7952804186549134, -1.64391349371133, -1.5727268942764516], [1.2787179126923416, 1.4661031060878071, 1.313894916506653], [0.062385843857814136, -0.017680173734156906, 0.44099612671353466], [0.3567655889806474, -0.6522576247196507, 0.34662011090816686], [-0.47273435291138277, 0.22187791081901015, -0.21299346241975461], [-0.023034606331513774, 0.46295573560353365, -0.2514748149651439], [0.07494063446964769, -2.836210978763705, 1.863583301677499], [-0.1254780898262485, 2.8932131625826303, -2.063266569877869], [0.08734148232563706, 0.23471717029798114, -0.07797612542995562], [-0.9224510115123163, -0.49176688123251344, 0.8605009774280892], [0.6391833315120388, 0.7328846010410867, 0.9831608307184747], [0.3803990543144734, -0.5662838478924153, -1.5270124004142145], [-1.0502148260316766, 0.7592673539018201, -1.2354361480140084], [0.6011096020384623, 0.07465616560251026, -0.035386582783042186], [0.3699270441429768, -0.5686775493354009, 1.1000705968469056], [2.053375205762923, -0.24704993642814646, -0.3489418278512367], [0.04541658210656135, 0.8348424059821721, 0.7819207892970323], [-2.0232674718523262, -0.43434406509480267, -0.27852407491244774], [1.522164287709037, -1.6034070350538496, -0.147765098098395], [0.5109902118425776, 0.20517924140479052, -0.3512587747370831], [-2.124566141613459, 1.2098339499716397, 0.8325657877619412], [1.6813584429145572, -0.9717690667860048, -3.231679077488278], [-3.0815263489288185, 1.1662833275225364, 3.1851146461571553], [1.2502146525750504, -0.4106529254327309, -0.24750829556315296], [2.2429416162341527, 0.17858400417683556, -0.5726757245716922], [-0.6303023522453093, 0.08964108354885318, 0.422108868316933], [-1.4419275887967835, -0.3108954177963029, -0.0064281724783309315], [0.5539684274248803, 1.7769547260859686, -0.5722984564094825], [-0.0588390894914772, -0.20519181701019754, -0.007653600179007238], [-0.35712334327239803, -0.967380614140531, 0.8338840581218464], [-0.24508510649369572, -0.017959352174192082, -0.6506965150829209], [-0.4141016768052065, 0.3144582169005729, 0.269471373585678], [0.6441962280122043, -0.5995311467391021, 0.4285970134238083], [3.5691519532083404, 6.468240959006995, 1.6845630540855105], [-4.130019617944434, -2.3344096316995455, -1.4575603672423691], [0.5067145060042011, -4.472622473387418, -0.08040451819820195], [4.025646429482076, -1.9917287207747267, 1.030861402951885], [-0.21857529665419514, 0.23829341229078962, -0.10040146536157901], [-4.001687732973932, 2.1963208114994806, -0.6031000168252928], [0.41478292770501274, -2.0973291148681814, 0.349391514154928], [-1.1587119457843968, 2.522913620334667, -0.8450763469340674], [0.21300473710046433, -0.5187437230383356, 0.6240622501140477], [-0.2528256084424809, -0.8197603523250994, -0.5297929101338564], [0.08688225590749905, -0.14923514300631555, 0.5110942858183597], [0.17166178386263622, 0.8221974179246608, 0.13892704934667563], [-0.9053828794840706, 1.5723886538551604, 0.09341636702034473], [1.417739062258787, -0.44041504701541856, -0.3062502493439003], [-0.8089713501690335, -1.2097255395802002, 0.25502980852123025], [-1.337671483557179, -0.025006070981920613, 0.6014304967971235], [1.6186929002468287, 0.26087919960174355, -0.8364685618537656], [-0.17254988178930916, -0.6496948030660193, 0.13536815301649746], [1.1676015978824414, -1.039629635411517, 0.5087482849476074], [-0.9997736391026741, 0.7771463956580337, -0.42085304234249704], [-0.22625292057594537, 0.40218173744564306, -0.11752466986867598], [0.031230778837597763, -0.14881234247970124, -0.5304997458860424], [-0.40522763580352916, 0.7979525179831157, 0.12823865203386567], [0.27329262306313995, -0.41220883137067166, 0.5262760770355569], [1.2382548181914372, 1.3517258067034048, -1.146457235136068], [-1.354405711579791, -0.6673917153646145, 1.2221667161018053], [0.29483246691748494, -0.7974711758451241, -0.07929959948864986], [-1.9490410450414821, 0.5540421464910592, 1.5879693953128549], [0.8955392159413577, -0.546696258367114, 0.24737733581029395], [1.024937859163627, 0.25425098826912834, -1.886852508096088], [-2.1135516458431987, 0.048241756907476493, 0.9056690829174711], [0.7097107957669644, 0.2461006950407016, -1.3042854194094495], [0.6938221687975813, -0.8018422828279674, 1.278765613264575], [0.21843176129592912, 0.2415912563983813, -0.41494814514156664], [-0.11747350016391651, -0.0590563439159221, 0.2794702808089323], [-0.16602617807404169, -0.03408812984269218, -0.29090670982267525], [0.4536411147710459, -0.11718122574859542, -0.7909535431117771], [-0.3732257555337, -0.1046260014951961, 0.6736795180681094], [-0.024185751231975687, 0.29927512475867846, 0.10123015439374308], [1.9673884196887148, -1.5813953891759593, 0.21635331727124976], [-0.10724649747707336, 1.2516977067299435, -0.40602510264295855], [-1.7167479310960898, 0.43563198054510477, 0.38811006863678704], [-0.23126451615141375, 1.6765276758720098, 0.8408656873305544], [0.20202493265546484, -1.0025793000331302, -0.21221681037548157], [0.07591632799260381, -0.5092643184108597, -0.38192156985185066], [-1.4479205152355628, 1.0243307609715653, -0.9605594323111534], [0.018992850117863776, 0.14651924587997148, 0.5706549548752586], [1.016611941101068, -0.9358461994785894, 0.43042958268070275], [0.22834480748916328, 0.6319111624542725, 0.09567563957794534], [-0.035924775330304776, -0.3998049480237219, -0.07919509187130212], [-0.1325221634204259, -0.21217387986047148, -0.24447930922633138], [0.049864010004978206, 0.8219502422321786, -0.8802967149049544], [-0.5856199253095767, -0.5178677670755039, 0.6328521646519679], [0.3668707383875125, -0.5143942981337801, 0.48558315250480044], [1.1284220824161812, 3.7312341612418107, -1.325251989113862], [-1.479615377276835, -3.538168263334912, 0.664039666061303], [0.825740269516906, -0.5087656306102377, 0.5393547066588263], [-0.4433508004156021, -0.023261574327031655, 0.11616433627689228], [-0.08419584640762653, 0.04494217823362179, -0.20736392761308073], [0.5075297521478267, 0.15080449183279473, 0.044236209764567325], [1.1856150685240403, 1.661280838419949, -1.2331682026250925], [-0.5697746624967693, -1.0536319215698517, 0.09965993828413236], [0.2779885275787363, -0.3043786523460876, 0.13147014898189632], [-0.2742132441072448, 1.3125419548214872, 0.4354194961778832], [0.3335315075288849, -1.0970741336275158, -0.830592718637741], [0.17058765370425297, -0.4417983636101875, 0.5659369346398087], [0.353293420963621, 0.1569678394069171, -0.5310331250119251], [-0.10278606033168375, -0.08594472284232967, 0.18233587100377616], [-0.3422099761844052, -0.07409676798268208, 0.15112755479928466], [-0.8107579534199576, -0.7195024223217863, 1.7646436420340912], [-0.9301915134611015, -0.5884559411496358, 0.9701472473300689], [1.8407694189029562, 1.3837805912442562, -2.834632523464345], [-1.5225675743651919, 0.6942081097911063, -1.7705411673284037], [-0.7696097052451548, 0.17545181114736355, 0.906397600747945], [2.262039190790147, -0.7755896224369615, 1.2412772999047723], [0.48064397507081363, 0.18019194710266723, -1.1994655801343594], [-0.2723637628292857, -0.18470225302811907, 0.8309483047216628], [-0.3211935376999304, -0.2468062298681903, -0.06036941057703816], [0.6468848057199057, -1.8660810770962668, 1.5877699201926063], [-0.7803943709855633, 1.9132742886977396, -2.0383061613528226], [0.20855470735265294, 0.046288201653735477, 0.36511449004619145], [-0.7041645201409161, 1.0706176617006034, 1.4189402493959373], [0.7842451080894967, -1.6656215904931893, -1.1822109822328377], [-0.08757868426210684, 0.41883964455268136, 0.08219762607261241], [2.1811476931135987, 0.38979650068602095, 1.5390329446170339], [-1.940220775593959, 0.08008015430701476, -1.4184935985832061], [-0.19428312978198237, -0.269049873983761, -0.42140897082979917], [-0.0351727107628102, -0.29243269449257864, 0.3156576694714603], [-0.22637694206375225, -0.04905179935231296, 0.16934830610931584], [0.06866280552216515, 0.11191074615836936, -0.31746161838501474], [0.6468284323163571, 0.5397016199114331, -0.6272928797789469], [-0.5941843462333026, 0.3743324088095152, -0.0988446921405068], [0.07465833381033905, -0.7519301386091901, 0.7054914633321364], [0.19094105423468336, 1.5714953522296982, 1.2290832990756495], [1.0509520166934656, -0.8590092504418808, -0.2729166558256275], [-1.2584668515714303, -0.7604642046233129, -1.1446142584815953], [-1.5401690855193204, -1.5718726203919078, 0.1559431443870303], [0.982449658550631, 1.9917200479434116, -0.25983325614513464], [0.1963507327675178, -0.6687967140376713, -0.10990688848300038], [0.13655459634041212, -0.9205082972977192, 2.6554951926496018], [0.9446621325104552, 0.6637187713026419, -1.7342193497804905], [-0.8039107530966344, 0.09372165068263855, -0.7138477363042984], [-1.4690301866566757, 1.9829908432246974, 0.8097692506500287], [-0.4666156704185335, -0.053272866353403996, 0.10670748101083583], [2.0511766430245286, -1.9525448688928089, -1.1897129813204559], [0.7577842997469268, -0.2380961053783696, 1.7412963801336656], [-1.0706913807667824, -0.006757956889090099, -0.3221631602409659], [0.12876162376217015, 0.3593787130559068, -1.525707139301282], [-0.6801971508014564, -0.4855311155169094, -1.2507220132069876], [0.7914912586533174, 0.7384959229019987, 1.130889502925346], [-0.24524078381580294, -9.052701326769734E-4, 0.020024570131115863], [-0.30191123183692303, 0.27928034580313016, 1.3894612957556898], [0.5101229287110611, 0.2493625468983353, 0.013528272562804308], [0.044873662866231984, -0.5460978330063676, -1.278206215644747], [-2.0488046236598305, 2.432538381614985, -0.42474107262108574], [-1.0187628032672291, -1.9296355849737992, -1.417812781324966], [3.2590808880285436, -0.48695779626825414, 1.8216978628409075], [0.749779276443029, 1.9212749755859797, -1.0763634124469006], [-0.4058893728328763, -1.4531589053499225, 1.5792358541784834], [-0.35763764216938737, -0.5134446231047695, -0.19338679266556], [-0.22040006036290594, 0.6183381814460385, -1.9269947078383314], [0.5528192772756209, 0.24405477413345406, 1.0249291863323118], [-0.3469657232360762, -0.5482183402629256, 0.766366066333283], [-1.343555999604519, 0.750798334122561, 0.17353207993575165], [1.2362340484950034, -0.20157177721924743, -0.12341048684071304], [0.3117297441688219, 0.01692624450792957, 0.23605582181147694], [-0.48491100807787507, 3.073105029721793, 1.1046411789499977], [-0.7475330131324011, -0.5147585570490171, -0.49160209743752525], [1.3958575088506244, -2.25118080598356, -0.5029981977856527], [0.89435103805118, -4.1411468605217925, -2.3887319106420843], [1.9336684515353513, 2.9683112089406483, 1.9029189281074321], [-2.6548577395479374, 0.947324691724211, 0.2977907696790879], [4.842301908196346, 0.307911963823886, 0.911688027850196], [-4.132964044175933, 0.08225746860868706, -0.18288442758446036], [-0.41261948993344466, -0.18445377641093955, -0.7795097421914163], [0.17002565423503024, -1.048879210009141, -1.1337558736750082], [-0.4461824798400036, 0.20259950773009452, 0.10718535401630146], [0.38691625340625446, 0.5904983929243574, 0.9903896356196651], [-1.2393692770154359, 1.1859793274392771, 3.560813025898809], [-0.0026093990942094975, -0.5680531054807091, -0.09560972605995008], [1.3654202073500512, -0.9213365526883176, -3.2238995477985752], [-1.651987899665749, -1.301423385075445, -2.5876823245963227], [1.305777146395658, 1.7099961319172334, 1.8004884538596702], [0.3510736097885044, -0.3198245312768316, 0.7649697404915413]]
null
[]
null
null
null
-26.296053
null
7.577251
1.731755
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:01
10688592619044269617138295527027649037189928111682690679745247859612691961243408925104778996930436556058519829202571172516309797163306461779798665274638358
PO_1068859261904426961713829
null
null
null
[ "water_1k_test_3587", "water_90k_test_3587", "water_10k_test_3587" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:53
10038850971836997813163202047762178900078457373500907844997806894564207824150829887256319250310227891431038692929975096870557632325563189495831350776653945
CO_1003885097183699781316320
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.48637143, 3.74167438, 3.78538547 ], [ 2.54521917, 4.01806816, 2.54817128 ], [ 4.02768368, 2.4453206200000004, 3.72557521 ], [ 4.307877850000001, 4.47859855, 3.7851477200000003 ], [ 2.8213133200000002, 3.91010697, 4.69346076 ], [ 2.76159562, 4.95320583, 2.07643547 ], [ 2.47209956, 3.23964475, 1.79293692 ], [ 1.4247949100000001, 3.97517986, 2.87271869 ], [ 4.72752075, 2.4825744700000003, 4.492714980000001 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
185622766854734335330330718118739737254259015549211795933979186993460901195334063619118586580127188912559844391305054812291783166967678039718535852502739
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.7141973630039566, 1.0583821976477545, -0.731249609256426], [-1.9823953858586016, -1.0620521705928574, 1.6367279341055625], [1.9868853527587411, -0.35573637752531173, 2.2034537562249246], [-0.14468593338094718, 0.1952415606868362, 0.0704250808290533], [0.8188629633741997, -0.1903925964332114, -0.44066575142928255], [0.07086267760310695, 0.8210779470454266, -0.3702312706695252], [0.9284481555164411, -0.45023868085802055, -0.27641896225020074], [1.6272480039912367, 0.6119804885037284, -0.16173380770468315], [-1.5942682471167169, -0.627952370759636, -1.928545782835773]]
null
[]
null
null
null
-4,214.878506
null
2.988222
1.712518
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:01
13241540515626339812187581639217089695968766801164585753923559859375980611328795957265770755867816914144423618252962858294981060759253850190758372386615689
PO_1324154051562633981218758
null
null
null
[ "ethanol_10k_train_7342" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
9732166366756734969778013347418034597666130673529454209055117341256644487428434415617360700768784712148326289512987781705568202473905814214231846912909415
CO_9732166366756734969778013
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 87.22480000000002, 286.267, 95.12220000000002 ], [ 87.91310000000001, 285.914, 96.26880000000001 ], [ 89.31830000000001, 285.65700000000004, 96.16840000000002 ], [ 89.95020000000001, 285.913, 94.98230000000001 ], [ 89.29310000000001, 286.415, 93.85530000000001 ], [ 87.89940000000001, 286.541, 93.93720000000002 ], [ 86.17280000000001, 286.562, 95.12520000000002 ], [ 87.39380000000001, 285.64700000000005, 97.18230000000001 ], [ 89.85690000000001, 285.314, 97.09070000000001 ], [ 91.03630000000001, 285.75300000000004, 94.99930000000002 ], [ 89.94000000000001, 286.687, 93.02770000000001 ], [ 87.32700000000001, 286.774, 92.98570000000001 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5838088422393480480381865010807285527303109433379491574710859186766138966757608377484895626144292761705463195516341867671055644645865744430587543583294004
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.5342379443308304, 1.014783708259831, -0.19127277268682583], [1.2315344146619416, -1.0504332079241925, -0.060039339962845585], [-1.7006728382534304, -0.016983561515525235, 1.7619869803456298], [1.5187223878733, 0.15862185241269494, -0.05274864573739014], [-0.10023635199900088, -0.39176233666890425, 0.7679785191313985], [0.1841128994489283, 0.1378640897950263, -2.0910938695224566], [-0.15311488205816692, -0.5051220007181104, 0.2672844497869085], [-0.17213107076509981, 0.2518001155221131, 0.27801863964906254], [-0.29981797461635734, 0.20888646049612064, -0.9100020294425276], [-0.08166289398504456, 0.12662160263515307, -0.4103564013300654], [-0.39917073856096913, 0.0033579031175359447, -0.5379646252556317], [0.5066724948093104, 0.062368140874533615, 1.178213153909799]]
null
[]
null
null
null
-6,354.11956
null
2.448913
1.175579
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:01
1473303665501572101325828228434159376292480675172694899642910318732903205491350033214133791763031100178982947662739163914205593294994054211200922554980399
PO_1473303665501572101325828
null
null
null
[ "benzene_10k_test_8923" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:53
5515259761401377943558981629699610733646539442736544968905401735427610312165351229044497282880409859376014523735870325594040335834120354650649428575638965
CO_5515259761401377943558981
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
Li27P12S44
Li27P12S44
A44B27C12
[ 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ]
[ "Li", "P", "S" ]
[ 0.3253012048192771, 0.14457831325301204, 0.5301204819277109 ]
3
83
[ [ 12.049483852, 0.014100787, -2.826267705 ], [ -3.571931226, 11.145541253, -3.653909468 ], [ 0.023363077, 0.084157872, 12.436688049 ] ]
[ [ -2.14594, 6.87129, 0.13147 ], [ 2.36163, 3.58664, -0.90985 ], [ 6.95057, 8.81857, -2.32559 ], [ 0.34851, 9.8109, -0.70024 ], [ 2.54763, 0.51205, -0.58924 ], [ 8.41126, 11.06898, -3.13926 ], [ 3.3936, 7.29584, -1.03479 ], [ 0.40325, 8.01411, 8.33807 ], [ 6.85037, 0.41412, 1.69652 ], [ 8.81501, 3.33224, -2.3186 ], [ 5.69923, 3.37705, 0.83412 ], [ -0.87001, 7.59814, 3.35409 ], [ 6.23592, 7.92277, 1.91571 ], [ 3.03173, 3.77951, 3.82649 ], [ 8.95605, 3.15082, 2.21839 ], [ 3.79214, 7.78195, 4.81652 ], [ 8.80321, 7.6343, 3.62646 ], [ 3.33913, 5.44173, 8.30936 ], [ 8.44654, 0.54827, 5.7944 ], [ 0.60149, 0.21553, 9.32682 ], [ 2.54162, 11.00591, 4.79249 ], [ -0.60592, 3.22355, 2.59866 ], [ 6.35755, 10.87601, 6.5309 ], [ 10.70897, 4.2706, 5.82347 ], [ 6.0947, 7.6462, 7.19579 ], [ 2.96836, 1.27953, 7.22088 ], [ 5.6583, 3.42395, 7.4647 ], [ -2.29, 9.353, -2.63095 ], [ 4.01665, 9.23147, -3.88564 ], [ 1.33161, 5.60402, 1.05445 ], [ 7.43386, 5.59472, -0.34292 ], [ 2.20121, 9.00394, 1.83838 ], [ 8.5869, 8.8102, 0.29788 ], [ 0.18251, 2.54833, 5.74578 ], [ 6.11882, 2.33245, 4.16006 ], [ 1.16222, 6.14274, 6.12969 ], [ 6.9125, 5.61715, 4.9356 ], [ 4.60977, 1.76997, 9.93631 ], [ 10.97607, 1.74918, 8.49109 ], [ 2.11579, 9.74183, -3.39609 ], [ 7.79542, 9.3282, -4.84704 ], [ -0.95665, 7.90154, -1.87902 ], [ 4.66207, 7.28385, -3.31223 ], [ 4.13749, 2.43338, -0.60744 ], [ 10.72163, 1.63031, -1.87197 ], [ 1.5181, 5.926, -0.93912 ], [ 7.52623, 5.78729, -2.29411 ], [ 2.1044, 0.02553, 1.7325 ], [ 5.39759, 10.53021, -3.02421 ], [ -0.60497, 5.66091, 1.57606 ], [ 5.4953, 5.90382, 0.23572 ], [ 1.95007, 3.68956, 1.66647 ], [ 8.04871, 3.63881, 0.15731 ], [ 3.09115, 9.58607, 0.15568 ], [ -2.79516, 8.89813, 1.21261 ], [ 4.92126, 1.6661, 2.65365 ], [ 10.69792, 1.69751, 1.66626 ], [ 2.46818, 6.87073, 2.29237 ], [ 8.8978, 6.72424, 0.98132 ], [ 0.35428, 9.51817, 1.83879 ], [ 6.69865, 9.57342, 0.29919 ], [ 1.82156, 1.81097, 4.98362 ], [ 7.91898, 1.67051, 3.76745 ], [ -0.20853, 4.63651, 5.19318 ], [ 5.53619, 4.29229, 3.68548 ], [ -2.03842, 9.5509, 4.44793 ], [ 3.54767, 9.65119, 3.24776 ], [ 0.02295, 2.39383, 7.80023 ], [ 5.6573, 1.82889, 6.04423 ], [ 0.46555, 7.95813, 5.47468 ], [ 6.44588, 7.68889, 4.5564 ], [ 3.11125, 5.50649, 5.75726 ], [ 8.7164, 5.16015, 4.36467 ], [ 0.27122, 10.89084, 5.71068 ], [ 6.72306, 11.1264, 4.08889 ], [ 0.80015, 5.76982, 8.11384 ], [ 6.79329, 5.36235, 6.90598 ], [ -2.05103, 9.41284, 7.77898 ], [ 4.41455, 9.27883, 6.57256 ], [ 3.48101, 2.97354, 8.85872 ], [ 10.029, 3.51329, 7.9149 ], [ 0.8908, 1.88244, 10.9473 ], [ 6.60468, 2.06753, 9.27938 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8729894313579170070528803440294577347662382971980083704152707232162194438825073353878805636829844927062795817918256538233435276261939430233313512649465009
1
VASP
DFT-PBE
null
[[0.133105, -0.126415, -0.308239], [-1.048713, 0.650946, -0.169292], [-0.323577, -0.396445, 0.008305], [0.018055, 0.014992, -0.109613], [0.154649, -0.489396, 0.185832], [0.388982, 0.168519, -0.211627], [0.520163, 0.405707, -0.088474], [-0.336717, 0.732271, 0.094197], [0.04916, -0.318775, 0.057341], [-0.065959, -0.089474, -0.009498], [0.020368, 0.185117, 0.232253], [0.63744, 0.060294, -0.287087], [-0.471199, -0.365557, 0.175578], [-0.134258, -0.096674, 0.221564], [0.041967, 0.332723, 0.487292], [-0.066735, -0.219407, 0.081357], [0.240629, 0.116404, 0.315805], [-0.154037, 0.119733, -0.09503], [-0.007573, -0.241987, 0.451633], [-0.28092, -0.036281, 0.030267], [-0.112556, -0.020487, 0.394003], [0.300549, 0.257058, -0.131966], [-0.612141, -0.672707, -0.143765], [0.12244, 0.078556, -0.251421], [0.17153, -0.006771, -0.217644], [-0.019182, -0.13259, -0.12604], [-0.11013, 0.447424, 0.848092], [1.223291, 0.378703, 0.180431], [0.207124, -0.441488, 0.579237], [-0.101124, -1.213112, -0.024582], [-0.578455, -1.179911, 0.796573], [1.562757, -0.12602, -0.374639], [0.281277, 0.805222, 0.145024], [-1.520664, 0.175162, 0.711497], [-1.430828, -0.578831, 0.215313], [-0.420551, -0.700905, 0.033938], [-1.164673, 1.091778, 0.033291], [0.932342, -0.721146, -0.007309], [-0.317999, 1.150275, 0.817038], [0.187247, -0.014225, 0.047021], [0.435763, -0.644593, 0.563325], [-0.797478, 0.116545, 0.166589], [-0.495471, 0.521777, 0.705496], [1.219615, -1.657866, 0.053427], [-0.377218, 0.711056, -0.075085], [0.195704, -0.178407, 0.177622], [0.916081, 0.329721, -0.616715], [-0.438918, -0.747654, 0.158322], [-1.009068, 0.110583, 0.108481], [-0.874178, 0.29022, 0.455298], [0.595922, 0.215669, 0.703679], [0.002093, 1.005946, -0.375565], [-0.202824, 0.634491, -0.381746], [0.16673, -0.689088, -1.037306], [0.034812, 0.277763, -0.011941], [-0.402414, -0.086314, -0.147332], [0.759103, 0.698988, 0.640788], [0.48334, 0.191961, 0.038279], [-1.400952, 0.470898, -0.585511], [-1.739818, 0.197301, 0.397952], [0.543796, -0.533825, 0.306071], [1.476408, -0.382032, -0.184529], [1.646034, 0.035176, -0.557513], [0.110812, -0.042016, -0.314205], [0.898213, 1.087, 0.343313], [-1.164933, -0.339548, -0.626883], [0.314938, -0.334023, 0.29467], [0.011084, -0.350686, -1.163499], [-0.080086, -0.806219, -0.657007], [0.847847, -1.62503, 0.423101], [0.195779, -1.501646, -0.786452], [-0.484421, 0.519912, -0.129008], [1.60737, -0.126376, -1.108241], [1.119535, 2.362277, 0.671791], [-0.323778, 0.226092, -0.487141], [0.388159, 0.134407, 0.024739], [-0.354087, -0.025629, 0.512635], [0.070689, -0.32999, 0.034719], [-0.216497, 0.695971, -0.721422], [-1.069795, 1.385111, -1.562698], [-0.242337, -0.706972, 0.247641], [0.369729, 0.468298, -0.669708], [-0.65092, -0.565282, 0.578375]]
null
[]
null
null
null
-357.09229
null
2.699077
0.91094
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
1795513651035597454740210306864059949842227943863472475247667440329866707851457734599896015778904490397327202403572054009236178150649615717970045039796285
PO_1795513651035597454740210
null
null
[]
[ "lips_20k_train_5770", "lips_5697" ]
[ "DS_tku3ae1rtxiy_0", "DS_4pbhjtu62o2d_0" ]
2023-12-02T01:23:56
3666483311212666421802725154434272728225971890991843548714484280039766103638759583513322511093354453551330830238100804548123984442625655593007874692789733
CO_3666483311212666421802725
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 163.983, 201.1544, 165.1218 ], [ 163.61890000000002, 201.14300000000003, 166.5148 ], [ 164.58280000000002, 200.9276, 167.5172 ], [ 165.87460000000002, 200.8598, 167.09290000000001 ], [ 166.2741, 200.8213, 165.7391 ], [ 165.3162, 201.08790000000002, 164.74490000000003 ], [ 163.19070000000002, 201.32170000000002, 164.41000000000003 ], [ 162.64890000000003, 201.455, 166.7854 ], [ 164.35930000000002, 200.84220000000002, 168.58540000000002 ], [ 166.6536, 200.57090000000002, 167.8007 ], [ 167.30030000000002, 200.64280000000002, 165.4292 ], [ 165.556, 201.2264, 163.6415 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8352325735929119563027845452062952559788635006171813282178379802362012926350109405647472091355500912953379514903553192420966823426833793684350972785281417
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.5032005869772234, 0.6100810215901463, 2.03668607646315], [1.3292973445525078, -0.1286878873503286, -1.1056278002404107], [-1.244341758121673, 0.610172814836786, -0.5876129072544765], [2.525969058807, -1.7280859234744057, -0.533794589193999], [-0.70477855659803, 0.8626629408183337, -0.2597386702468114], [0.22877062616107527, -0.41298843217759185, -1.0875688839627207], [-0.2368540518600621, 0.14394742182743492, -0.40206378693975675], [-1.5116724167538287, -0.13050252119206332, 0.2827306929765677], [-0.2141118066721826, 0.21076291427946986, -0.18866384626192295], [0.08372168537396382, 0.266776776933044, 0.24896201820253835], [0.23384173470502834, 0.11732176030722637, 0.2723980205129806], [0.013360538270602743, -0.4214615108419064, 1.3242955492764257]]
null
[]
null
null
null
-6,354.010976
null
3.106725
1.282376
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
2294309620002757015567401557145822094393471299645446904614253092098670999564998427846236392209681523635587868428796733342292108332863777852312091859404402
PO_2294309620002757015567401
null
null
null
[ "benzene_10k_test_3415" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:48
2772553439569620131503064139689633615851521852605968166733150542945148220153917107204578521073641673704705065782225055254761838835890779652756373198816099
CO_2772553439569620131503064
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 77.56800000000001, 300.30100000000004, 84.68760000000002 ], [ 76.21600000000001, 300.094, 84.87730000000002 ], [ 75.61800000000001, 298.86400000000003, 84.50550000000001 ], [ 76.29800000000002, 297.976, 83.70760000000001 ], [ 77.60400000000001, 298.246, 83.40050000000001 ], [ 78.26400000000001, 299.342, 83.95780000000002 ], [ 78.06900000000002, 301.154, 85.04420000000002 ], [ 75.65900000000002, 300.877, 85.37970000000001 ], [ 74.61400000000002, 298.67900000000003, 84.83410000000002 ], [ 75.67500000000001, 297.077, 83.34360000000001 ], [ 78.08800000000001, 297.43100000000004, 82.79160000000002 ], [ 79.33900000000001, 299.48900000000003, 83.68650000000001 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
894522739376965479651170810462727868528475258861504120517112690815759818953577293141216090539797988184778835054925805584585716954880297116232427627693338
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.27112040838628093, -1.2444416691384237, -0.9393009351046724], [-0.473710601495543, -0.5410450067908269, 0.5896411008945157], [-0.10578453564793855, 1.8605741761243892, 0.4555218008960769], [-2.1679316858422966, -1.458807000015611, -0.11908643864058573], [1.308684452909128, -1.6928360678770467, -0.8297609941146166], [1.3910860639742728, -0.1281327567635075, -1.0555036920242906], [0.5742691665235649, 1.2604399206956303, 0.47791123530605556], [-0.36548136815648563, -0.05712025227531729, 0.2624287743728242], [-0.7253914482414101, -0.1302421281046568, -0.022464367672541646], [1.3827122718828542, 1.056571491015814, 0.36107404343007005], [0.15224690510014519, 1.1501131804486628, 0.41633732457030453], [-0.6995831837269931, -0.07508125575659179, 0.40320027475529613]]
null
[]
null
null
null
-6,354.034601
null
2.615765
1.46412
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:12:08
259287174966880344826648023404928166453080222616365290783434379960431360315016030183433616484783332118795425527793887279879250316067302314336907785804796
PO_2592871749668803448266480
null
null
null
[ "benzene_10k_test_7470" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:52
2743126013799320919993952282402217831227054493401515571405042679094851217056621236823296071029589358248722509024254296700398094686544122260238716815628265
CO_2743126013799320919993952
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
Li27P12S44
Li27P12S44
A44B27C12
[ 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ]
[ "Li", "P", "S" ]
[ 0.3253012048192771, 0.14457831325301204, 0.5301204819277109 ]
3
83
[ [ 12.049483852, 0.014100787, -2.826267705 ], [ -3.571931226, 11.145541253, -3.653909468 ], [ 0.023363077, 0.084157872, 12.436688049 ] ]
[ [ -0.1657, 4.55659, 10.19969 ], [ 3.22196, 3.99535, -0.66405 ], [ 7.028, 7.92944, -2.78921 ], [ 0.97925, 10.01645, -0.66043 ], [ 0.40317, 11.1335, 7.85967 ], [ 0.67089, 0.14666, 3.84322 ], [ 2.3624, 7.27638, -2.10125 ], [ -0.26117, 7.59276, 8.46895 ], [ 6.20997, 10.69976, -1.16693 ], [ 9.4547, 4.17681, -1.97049 ], [ 6.65966, 1.53387, 0.68679 ], [ -1.81225, 7.67485, 1.09343 ], [ 4.85964, 7.13669, 1.7646 ], [ 3.14363, 3.61317, 4.11607 ], [ 8.80522, 3.81181, 2.09072 ], [ 2.45033, 7.79059, 4.86309 ], [ -2.39488, 7.72578, 6.17022 ], [ 4.23455, 5.91326, 7.9198 ], [ 9.77274, 1.65982, 5.26481 ], [ 8.6059, 10.36109, 3.88289 ], [ 5.72083, 0.31803, 7.58058 ], [ 0.74437, 1.8658, 0.92705 ], [ 8.42115, 0.30216, 10.29678 ], [ 1.89943, 2.70733, 8.71007 ], [ 6.37952, 8.51547, 6.08649 ], [ 2.95034, 0.26358, 6.71144 ], [ 7.5133, 3.89041, 7.63017 ], [ -2.30356, 9.08727, -2.46829 ], [ 3.86221, 9.20079, -3.95827 ], [ 0.9914, 5.27557, 1.33295 ], [ 7.22654, 5.6248, -0.53396 ], [ 2.0067, 8.71397, 1.72035 ], [ 8.15938, 8.98749, 0.5046 ], [ 0.23553, 2.47817, 5.91751 ], [ 6.21887, 2.39368, 4.18311 ], [ 1.38498, 5.94113, 6.55926 ], [ 7.23417, 5.89609, 4.60841 ], [ 4.7782, 2.24198, 9.96352 ], [ 10.74258, 1.90537, 8.37314 ], [ 1.82762, 9.21292, -3.45377 ], [ 7.67682, 9.38934, -4.83689 ], [ -1.35562, 7.58662, -1.45213 ], [ 4.66242, 7.625, -3.00064 ], [ 4.44066, 2.02468, -0.42301 ], [ 10.55026, 1.73332, -2.04989 ], [ 1.28941, 5.43176, -0.64034 ], [ 8.09213, 5.94895, -2.43455 ], [ -1.31908, 10.84257, -2.04663 ], [ 4.70437, 10.88811, -3.21583 ], [ -0.80837, 5.6177, 2.03713 ], [ 5.256, 5.99361, -0.35621 ], [ 1.87379, 3.58859, 2.06897 ], [ 8.06443, 3.70896, -0.12173 ], [ 2.92792, 8.79787, -0.10857 ], [ 8.5394, 9.48942, -1.4791 ], [ 4.66365, 1.67261, 3.07838 ], [ 10.92019, 1.88695, 1.73957 ], [ 2.3719, 6.74461, 2.23645 ], [ 8.681, 6.92277, 0.59952 ], [ 0.07548, 9.37643, 1.61823 ], [ 6.31323, 9.48415, 0.96582 ], [ 2.06376, 1.80026, 5.34559 ], [ 8.07855, 1.92096, 3.37321 ], [ 0.24046, 4.48488, 5.42657 ], [ 5.73698, 4.51294, 3.69299 ], [ -2.19046, 9.53503, 4.41156 ], [ 3.21976, 9.40773, 3.27391 ], [ 0.03765, 2.11191, 7.974 ], [ 5.8455, 2.35532, 6.23183 ], [ 0.2848, 7.49166, 5.83986 ], [ 6.76527, 7.75078, 3.77574 ], [ 3.20167, 5.64575, 5.87083 ], [ 9.18024, 5.35629, 4.11112 ], [ 3.82832, 0.52642, 9.12688 ], [ 9.66293, 0.42501, 7.52871 ], [ 1.22191, 5.61188, 8.54439 ], [ 6.90867, 5.89007, 6.67882 ], [ -1.82139, 9.19137, 7.98824 ], [ 4.05751, 9.17871, 6.40702 ], [ 3.76981, 4.12813, 9.40393 ], [ 9.84781, 3.66539, 7.73483 ], [ 0.69683, 1.66685, 10.91758 ], [ 6.74694, 2.10342, 9.63983 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
9208388990969602386045368328547277081887379349656050197183547073215144899100890889965935246513827073598997892890290556764779528926020791280305441677942018
1
VASP
DFT-PBE
null
[[-0.056315, 0.006267, -0.059186], [0.008431, 0.204727, 0.18727], [0.142178, 0.50737, -0.425823], [-0.41582, 0.321653, -0.344838], [-0.369984, -1.034782, 0.248571], [0.393729, 0.67623, -0.506735], [-0.034307, 0.022664, 0.23334], [0.365622, -0.149187, 0.146279], [-0.016234, 0.091444, -0.16511], [0.659393, -0.555104, -0.228556], [-0.201689, 0.264914, 0.104975], [0.021329, -0.178494, -0.214553], [0.280446, 0.331498, 0.043696], [0.092671, 0.003482, 0.146518], [0.281099, 0.205526, 0.393819], [0.192222, 0.179162, -0.008246], [-0.207391, -0.505323, -0.104048], [0.539384, 0.018888, -0.068289], [-0.32623, -0.024755, 0.290485], [-0.329345, 0.382357, -0.268391], [0.465945, 0.185995, 0.168145], [0.539159, -0.424315, -0.067343], [0.282418, 0.232895, -0.033367], [1.368781, 0.284016, 0.683762], [-0.281691, -0.548297, -0.364574], [-0.018923, -0.605999, 0.449642], [-0.305725, -0.572909, 0.168482], [-0.749501, 0.603445, 1.255157], [-1.299847, 0.135954, -0.495549], [0.468721, -0.192981, 0.720047], [1.064644, -0.665214, -0.688494], [0.553344, 0.800122, -0.627105], [1.4849, 0.025038, -0.413657], [0.513878, -0.267732, 1.004637], [-0.593317, 0.427143, 0.380198], [-1.784641, -0.867934, -0.267574], [0.299512, -0.02162, 0.602559], [-0.323136, 0.611043, 0.049661], [-0.950394, -0.002587, 0.345413], [0.073514, 0.332219, -0.210856], [1.561482, 0.06751, 0.256269], [-0.114628, -0.010743, -0.702396], [0.100756, -0.515559, 0.279604], [0.116536, 0.273851, -0.044235], [-0.963677, 0.169484, 0.70821], [0.182108, 0.091488, -0.755559], [-1.020763, -0.002042, 0.318186], [-0.128456, 0.770181, 1.112688], [0.389202, 0.476209, -0.193489], [-0.237383, 0.085587, -0.020772], [0.838931, -0.182801, 0.36209], [0.178575, 0.357674, -0.388743], [-0.763678, 0.896732, 0.454736], [-0.056385, 0.498778, 0.495476], [-0.636897, -0.630205, 0.325967], [0.612593, -0.166743, 0.097344], [-0.473107, -0.265101, 0.028419], [-0.347627, -1.379668, 0.978412], [-0.89554, -0.269803, 0.418269], [0.553831, 0.025134, 0.259245], [-0.381931, 0.203167, 0.156507], [0.255102, -0.158412, -0.432655], [-0.608325, -0.151712, 0.654039], [-1.025172, 0.767807, -0.264482], [0.900975, 0.116101, -0.198575], [-0.99825, 0.062979, 0.252808], [-0.467062, 0.098064, -0.750953], [-1.383145, -0.324015, -1.793309], [0.570246, -0.223173, -0.922734], [0.589306, -0.001492, 0.197329], [-0.099629, -0.868247, 0.215963], [1.042551, 0.183305, -0.586185], [-0.933987, 0.118413, 0.06198], [-0.121108, 0.722184, -0.060191], [0.191119, -0.544807, -0.286879], [0.079911, 0.370855, 0.274359], [-0.027078, 0.664052, -1.05268], [-0.230929, -0.31091, -1.036556], [0.102512, 0.268239, 0.472473], [0.593786, -2.174368, 0.305272], [0.417664, 0.066728, -0.033304], [0.53573, 0.373335, -0.403261], [0.261083, 0.225105, -0.827647]]
null
[]
null
null
null
-357.685912
null
2.287801
0.835475
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
2839333242298881255570387200562513140809533359057405617509282843501041852811604272695902272913357907279118372854677214504647749920071945666998578434940482
PO_2839333242298881255570387
null
null
[]
[ "lips_8248", "lips_20k_train_5915" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:28
11515759866005715787653400588328972416408994245118894025850441176206374971800174968526232955363821099267396934791423263166372957916932722972990536064265171
CO_1151575986600571578765340
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.83550508, 3.51998669, 3.1787540300000003 ], [ 2.64143322, 4.45872659, 3.11407825 ], [ 3.64285184, 2.2235216700000002, 3.76672196 ], [ 4.20653179, 3.45314902, 2.1444249400000004 ], [ 4.69689276, 4.09513951, 3.5980585400000002 ], [ 1.8286301100000002, 4.19370478, 2.36046931 ], [ 2.15016479, 4.46645794, 4.04920125 ], [ 3.1211137, 5.33676583, 2.7654719400000003 ], [ 3.31364376, 2.40551497, 4.62792754 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
6773997080744675658898994680332162736606811385360031592317086008259471199415011651969643627738737293729998776680058300008521337575291028593807720082907756
1
i-PI
DFT-PBE-vdW-TS
null
[[0.615938459325722, 0.2587960921653111, -0.8093980331492959], [-0.5825287056211221, -1.9399056990909138, -1.5884082903160899], [0.7281116323894692, 0.37790721408277006, -2.027735051616356], [-0.14679391784096804, -0.9475380147867437, -0.14317494451989807], [-0.3170306628623292, -0.3661543007247885, 0.7144327332297796], [0.9934706761729569, -0.0913112268572001, 0.5850316871692399], [-0.5765227498967933, 0.8332548572777196, 1.4564892628180108], [-0.0759381401869949, 1.758527036207336, 0.04002590493059133], [-0.6431962583822914, 0.11931912038410233, 1.7782768906121802]]
null
[]
null
null
null
-4,214.975909
null
2.574027
1.581083
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:12:08
2875969729274677670576257755079230643386794507265547404009058788196828333718871204381820943190322120986774347638805367679050480821964976544557316558935917
PO_2875969729274677670576257
null
null
null
[ "ethanol_10k_train_3329" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:38
5019972426204730784668515415958755041128402167073637691558978269431676189036113941604068145021129310092990387886863779447090352206170484364629547499514333
CO_5019972426204730784668515
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 4.22078703, 3.5472800700000002, 4.782730470000001 ], [ 3.3156984400000002, 4.02351642, 3.70626865 ], [ 3.19815904, 2.96195952, 2.48501568 ], [ 2.69233498, 3.30835267, 1.47944794 ], [ 4.74151623, 4.28700918, 5.67798601 ], [ 4.28808391, 2.43542834, 4.77509678 ], [ 2.3225990899999998, 4.0589429, 4.24030454 ], [ 3.54108615, 5.04239107, 3.44420168 ], [ 3.4807134200000003, 1.94006052, 2.70975278 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
85191378238043839499606125466664259636372459632010821751659566457280252467693154908570218607206430321202655293140279606529652973013325780711782060528443
1
i-PI
DFT-PBE-vdW-TS
null
[[0.9970014760066545, 2.013767762191798, 2.5415657616486693], [-0.2734188205546432, -1.5616130353515234, 0.058359233317664336], [0.016167122274485003, 2.2167880725333755, 3.3662093186457986], [-0.9106413005424748, 0.34710967648037194, -2.798116198847801], [-1.2073970715546314, -2.313768042978329, -2.6101462677562557], [0.5137305834219283, -0.13597045455347587, 0.4936704611129309], [0.3054036482974697, -0.18992422015292504, -0.6117352121991977], [0.06691419562141399, 0.6253472681467698, -0.6211964484054598], [0.492240167029796, -1.0017370263160663, 0.1813893524836563]]
null
[]
null
null
null
-7,263.652373
null
4.030605
2.123701
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:01
4241492388827232542819288709533809169168735407478982067166288509306084991832224200704776127199051839348728642535412778179159092495216236396206798818526784
PO_4241492388827232542819288
null
null
null
[ "malonaldehyde_10k_train_3156" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:36
5110905351935862078065293271442704875498196293872497559822570402083029088217183679305753276435843197621222667989039312552727055285752995068944196851751898
CO_5110905351935862078065293
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 3.37534, 11.568164769470215, 6.26746 ], [ 2.69643, 12.291184769470215, 6.53042 ], [ 4.2213, 11.635232769470214, 6.870607769470215 ], [ 8.831767769470215, 0.320656, 0.29243 ], [ 8.323947769470216, 0.397541, 11.847046769470214 ], [ 9.785077769470215, 0.640424, 0.204711 ], [ 4.79563, 7.722527769470215, 9.832177769470215 ], [ 5.24956, 7.5813777694702145, 8.924627769470215 ], [ 5.26511, 7.133227769470214, 10.544827769470215 ], [ 8.920867769470215, 6.922377769470215, 8.529957769470215 ], [ 9.408587769470214, 6.3451477694702145, 7.813127769470215 ], [ 9.463347769470214, 7.730827769470215, 8.866707769470215 ], [ 7.0314277694702145, 10.609667769470216, 12.415751769470214 ], [ 7.702057769470215, 11.261407769470214, 0.377422 ], [ 6.06718, 10.982277769470215, 0.0652008 ], [ 9.438957769470214, 9.720197769470214, 4.05562 ], [ 8.572027769470214, 9.238327769470216, 4.27039 ], [ 9.234427769470216, 10.707057769470214, 3.97585 ], [ 7.622027769470215, 0.79333, 5.45841 ], [ 8.237697769470214, 0.679781, 6.2697 ], [ 7.001497769470215, 1.59768, 5.54049 ], [ 9.245477769470215, 3.41427, 6.11829 ], [ 9.857297769470215, 4.1512, 6.4733377694702146 ], [ 8.645427769470215, 3.08802, 6.832487769470215 ], [ 1.97315, 11.750590769470215, 0.186012 ], [ 1.9412, 12.199193769470215, 1.05932 ], [ 1.63233, 10.783867769470215, 0.311753 ], [ 1.33273, 4.60551, 2.47436 ], [ 0.677742, 4.17761, 1.81558 ], [ 2.20504, 4.12414, 2.39266 ], [ 2.63579, 4.56056, 5.10458 ], [ 2.2894, 4.87759, 4.18177 ], [ 3.56596, 4.90958, 5.25305 ], [ 8.510237769470216, 8.269767769470214, 0.158202 ], [ 9.192037769470215, 8.025407769470215, 11.886388769470216 ], [ 8.055437769470215, 9.162437769470214, 0.0194517 ], [ 4.61315, 7.686017769470215, 6.768377769470215 ], [ 4.10672, 8.025407769470215, 5.94385 ], [ 5.57218, 8.018917769470214, 6.720447769470215 ], [ 7.099437769470215, 3.45647, 12.206322769470216 ], [ 6.2425777694702145, 2.99885, 11.822486769470215 ], [ 6.868757769470215, 4.0846, 0.567036 ], [ 0.876665, 9.251637769470214, 0.462312 ], [ 1.73744, 8.725797769470216, 0.609741 ], [ 0.184494, 9.158177769470214, 1.2217 ], [ 11.662414769470216, 12.339960769470215, 2.90761 ], [ 10.652957769470214, 0.130766, 3.07138 ], [ 12.229052769470215, 12.393045569470214, 3.75371 ], [ 9.544577769470216, 2.78897, 1.57122 ], [ 9.320607769470215, 3.77071, 1.6042 ], [ 8.881217769470215, 2.46293, 0.888408 ], [ 7.043867769470215, 9.261897769470215, 7.202797769470215 ], [ 7.737107769470215, 8.919497769470215, 6.540157769470214 ], [ 7.554347769470215, 9.604747769470215, 7.975627769470215 ], [ 10.694827769470216, 5.48164, 7.171837769470215 ], [ 11.490760769470215, 5.13066, 7.670167769470215 ], [ 10.935377769470215, 6.3550477694702145, 6.718497769470215 ], [ 7.762417769470215, 5.29266, 4.19091 ], [ 8.200797769470215, 4.77613, 5.00406 ], [ 8.355497769470215, 5.35058, 3.3647 ], [ 10.744007769470215, 2.39999, 8.921847769470215 ], [ 10.464007769470214, 1.74176, 8.224927769470215 ], [ 10.221317769470215, 3.25208, 8.873867769470214 ], [ 5.7913, 4.53791, 2.33667 ], [ 6.620747769470215, 4.80135, 2.86485 ], [ 5.05148, 5.25375, 2.36665 ], [ 11.800202769470214, 0.381881, 0.246832 ], [ 11.768557769470215, 0.370752, 1.27748 ], [ 0.314424, 0.464519, 12.363539369470216 ], [ 8.430367769470216, 10.183107769470215, 9.382687769470214 ], [ 7.833367769470215, 10.149517769470215, 10.215897769470214 ], [ 9.216207769470214, 9.612157769470215, 9.563457769470215 ], [ 5.82225, 11.523648769470215, 7.250587769470215 ], [ 6.34805, 10.677727769470215, 7.131437769470215 ], [ 6.20365, 12.205042769470214, 6.589717769470215 ], [ 11.181987769470215, 7.887567769470214, 5.29615 ], [ 11.406437769470214, 7.265657769470215, 4.55529 ], [ 10.402277769470215, 8.467777769470215, 5.00896 ], [ 12.155360769470215, 3.36615, 0.275457 ], [ 12.392301069470214, 2.99248, 11.824347769470215 ], [ 11.434037769470216, 2.82884, 0.754138 ], [ 3.01775, 7.590927769470214, 0.0308806 ], [ 3.46005, 6.729817769470215, 0.41604 ], [ 3.44116, 7.793427769470215, 11.590520769470215 ], [ 4.72387, 11.577112769470215, 0.973143 ], [ 3.86844, 11.668974769470214, 0.506266 ], [ 4.61722, 11.649896769470216, 1.97031 ], [ 7.826327769470215, 2.60281, 8.491237769470215 ], [ 7.964977769470215, 1.78902, 9.082497769470216 ], [ 6.901327769470215, 2.98201, 8.688817769470216 ], [ 11.083467769470214, 5.76443, 12.020095769470215 ], [ 11.501422769470215, 4.85974, 12.239142769470215 ], [ 10.176557769470215, 5.65626, 11.587285769470215 ], [ 5.07166, 2.79482, 8.788447769470215 ], [ 4.33587, 3.42376, 9.188587769470214 ], [ 5.06984, 1.82052, 9.141407769470215 ], [ 0.99134, 5.21244, 7.169697769470215 ], [ 1.72644, 4.95484, 6.520277769470215 ], [ 1.3, 5.72003, 8.041937769470215 ], [ 2.94235, 4.12101, 9.915087769470215 ], [ 2.60907, 4.89688, 9.344737769470214 ], [ 2.18913, 3.38477, 9.965797769470214 ], [ 3.79088, 6.327917769470215, 2.76522 ], [ 2.80509, 6.15608, 2.55355 ], [ 3.95205, 7.331707769470214, 3.00979 ], [ 11.872741769470215, 11.158217769470214, 6.855397769470215 ], [ 12.438910849470215, 10.367677769470214, 7.037557769470215 ], [ 12.314423769470215, 11.987129769470215, 6.5172577694702145 ], [ 10.559587769470214, 8.765587769470216, 10.086397769470215 ], [ 11.377687769470215, 8.227887769470215, 10.272857769470214 ], [ 10.826657769470215, 9.708737769470215, 10.179517769470214 ], [ 11.225717769470215, 11.319727769470214, 10.434127769470216 ], [ 11.629339769470215, 11.942870769470215, 9.707647769470215 ], [ 11.350057769470215, 11.663318769470214, 11.376907769470215 ], [ 0.936382, 2.01007, 10.056897769470215 ], [ 0.125216, 2.17039, 9.399247769470215 ], [ 1.29959, 1.08285, 10.018027769470216 ], [ 4.97506, 0.0053982, 9.647047769470214 ], [ 5.20724, 12.055826769470215, 8.726277769470215 ], [ 4.42604, 11.726650769470215, 10.131127769470215 ], [ 3.51489, 4.61534, 0.00287326 ], [ 3.12325, 4.41171, 11.534367769470215 ], [ 3.46497, 3.76219, 0.570407 ], [ 3.30744, 9.787397769470214, 8.890807769470214 ], [ 3.97115, 9.091427769470215, 9.279487769470215 ], [ 3.08941, 9.544537769470214, 7.936807769470215 ], [ 2.14141, 6.542827769470215, 9.176067769470215 ], [ 1.49394, 7.123087769470215, 9.744667769470215 ], [ 3.01874, 7.061307769470215, 9.071657769470214 ], [ 5.84921, 8.909147769470215, 2.04716 ], [ 6.58774, 9.536217769470214, 1.8024 ], [ 5.71512, 8.276267769470214, 1.2399 ], [ 10.810747769470215, 2.59989, 4.18593 ], [ 10.299007769470215, 2.84261, 5.05814 ], [ 10.331447769470214, 2.99136, 3.36133 ], [ 8.712487769470215, 5.32903, 11.064777769470215 ], [ 7.990947769470215, 4.59627, 11.189237769470214 ], [ 8.693997769470215, 5.78049, 10.085537769470214 ], [ 0.423719, 7.633997769470215, 10.826927769470215 ], [ 0.803324, 8.453607769470215, 11.313377769470215 ], [ 12.266092769470214, 7.041617769470215, 11.453518769470215 ], [ 0.206714, 0.888058, 5.56935 ], [ 1.04572, 1.37062, 5.83601 ], [ 12.183602769470214, 1.56389, 4.98653 ], [ 7.514397769470214, 0.336503, 10.333317769470215 ], [ 6.499517769470215, 0.359605, 10.352497769470215 ], [ 7.920267769470215, 12.091104769470215, 9.678387769470215 ], [ 7.253807769470215, 7.893967769470215, 4.33911 ], [ 6.510717769470215, 8.163717769470214, 3.74735 ], [ 7.648367769470215, 6.956747769470215, 4.12484 ], [ 10.885637769470215, 8.651627769470215, 1.98944 ], [ 10.488597769470214, 9.270767769470215, 2.71961 ], [ 10.189597769470215, 8.409027769470214, 1.29799 ], [ 9.605307769470215, 0.0194431, 7.2867777694702145 ], [ 10.488127769470214, 12.162249769470215, 6.816517769470215 ], [ 9.395897769470215, 11.817546769470216, 8.067757769470216 ], [ 5.58434, 2.5154, 6.10683 ], [ 5.61624, 2.56027, 7.130957769470215 ], [ 5.37388, 3.43222, 5.71257 ], [ 2.05734, 11.969879769470214, 9.941687769470215 ], [ 2.17031, 11.596255769470215, 10.889777769470214 ], [ 2.1201, 11.267377769470215, 9.205767769470215 ], [ 3.16061, 8.941257769470216, 4.75534 ], [ 2.35213, 8.757667769470215, 5.30646 ], [ 3.53459, 9.875787769470215, 4.88167 ], [ 2.85466, 0.21842, 3.17759 ], [ 2.86145, 11.691944769470215, 3.3927 ], [ 2.87795, 0.78927, 4.02651 ], [ 5.14362, 5.31832, 5.52622 ], [ 5.14982, 5.96809, 6.30217 ], [ 6.003107769470215, 5.44764, 4.87703 ], [ 9.003907769470215, 5.40685, 1.62821 ], [ 9.025517769470214, 5.780357769470215, 0.675193 ], [ 9.867157769470214, 5.72282, 2.10104 ], [ 2.72892, 1.94391, 5.86736 ], [ 3.75099, 1.89593, 5.89189 ], [ 2.5126, 2.92797, 5.68382 ], [ 1.09425, 8.325047769470215, 6.709117769470215 ], [ 1.11203, 7.529547769470215, 7.355077769470215 ], [ 0.314646, 8.314027769470215, 6.01614 ], [ 8.961337769470216, 12.273382769470215, 3.17665 ], [ 8.851037769470215, 0.0999478, 2.21129 ], [ 8.356847769470214, 0.317292, 3.86391 ], [ 5.71046, 6.28788, 11.873236769470214 ], [ 5.23457, 5.3368, 11.980482769470214 ], [ 6.679567769470215, 6.22215, 12.255710769470214 ], [ 3.68164, 2.63307, 2.15554 ], [ 4.54194, 3.11174, 2.40768 ], [ 3.6092, 1.68881, 2.49553 ], [ 11.229997769470215, 6.143797769470215, 2.95256 ], [ 12.116962769470215, 5.70534, 2.95343 ], [ 11.279297769470215, 7.1219177694702145, 2.5234 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3370123687684280505541108920016166855143829165187388874069815399325452862658035949347930612611646193861897987153496480725809003269148026088128795116470016
1
DLPOLY
NPT-PME-SHAKE
null
[[0.3439892075287114, 0.791421876002796, 1.2151980961400697], [0.6377219594354334, -0.6107798089548717, -0.4157104870141696], [-1.2289315245276342, -0.43617836891796025, -1.2755219743527033], [-1.1553425508184552, -0.36937892120385835, 0.029531771182956846], [0.24707725584678922, 0.05026773030269916, 0.11083314686746006], [0.9269435381335721, 0.09316355398750766, -0.12224442467038905], [0.9341549973721321, -0.8417329704620711, -0.2684427757916994], [-0.42226454563904026, 0.22094081139540653, 0.5178374121659008], [-0.7208163562660338, 0.7491851874979402, -0.39091746413350614], [0.6979677821662305, -0.20252925779644168, -0.4950712299635915], [-0.5054222541382415, 1.1501301791980407, 1.5282352696296528], [-0.27789139186800643, -1.0817926048501942, -0.4401982262325394], [-0.9529837141573563, 0.18559165187948928, -0.03822363936285912], [0.09293632580705032, 0.23930292985587487, -0.13829349901910276], [1.2772218492904757, -0.528166754262263, 0.2025110448506799], [-0.13899599835563117, -0.8530293332500741, 0.4226890807319176], [-0.2703373557924973, -0.5684954198777824, -0.10693731104068771], [0.29293571870885826, 1.1673023852020683, -0.4054023933545297], [-0.0039798278616440565, -0.49474166237361517, 0.0649490991530113], [0.07078071092932856, 0.1258614289703788, -0.39288402863421984], [-0.09411019352555797, 0.11880044335513681, 0.2160554055155738], [1.4216158178566658, 1.4167243409949126, -1.8103104353240949], [0.10317763866556348, 0.13450737450846728, 0.08106538794441756], [-1.743546979859951, -1.1215792185085158, 2.184092119345097], [0.08819792441800965, -2.70858159312973, -1.8938948471240022], [-0.02586789022970861, 1.8068673212919741, 2.7437802790223293], [0.011021911041034633, 0.7654380733825603, -0.48571324497452784], [-1.451294246617162, 0.5787423700766504, -0.23486981212912805], [0.028924846447521566, 0.2677944816508908, 0.1571135429730119], [1.5132009165448135, -0.8874908284808842, -0.06139714108788527], [-2.192803978401181, -0.06850149085970307, -1.7267086778615575], [0.2732570644547478, -0.6795380156215037, 1.5110500543786523], [1.8024138224116368, 0.6219460792731474, 0.2731894163704895], [0.7733390227106761, -1.1899167928563623, 0.43860242527054893], [-0.25492660182857974, 0.37954434678836385, -0.17475451550962426], [-0.39557564183288146, 0.7588640672456649, -0.3519135735013781], [0.05596881596772319, 0.23421067694917547, -0.38456504883671316], [-0.06278219224891719, -0.22153490034049536, 0.42787846934934687], [0.23233257532787638, 0.29519412398332734, 0.2573996596780992], [-3.0671858223491926, 0.603295155529884, 0.8518238096972661], [2.313096148742526, 1.0451932567001958, 1.0841863062931798], [0.5003833391441302, -1.8230551609417305, -1.697966914883099], [-0.6922003493416454, 0.8872002886318261, 0.8357357076076342], [0.08397165371812952, -0.5739896585159397, 0.1092685680982042], [0.7138911004608743, -0.14927417074723381, -0.8048951194509056], [-1.6829412346295747, 0.6049906940519988, 0.15681693214203324], [2.3995079035511773, -0.7287042963471769, -0.022300581253154744], [-0.510374440819201, 0.09219436508803792, -0.07172214676858978], [0.004738184568257784, 0.044937408176398456, -0.22500836928221915], [0.41214985611772853, 1.4682106040973926, 0.6935056104545777], [-0.3511291159089214, -1.405952684501477, -0.5006131691739821], [-0.23609658411865822, -1.5493362682194503, -2.7525268294036733], [-0.6604361046498518, -0.20200585242657149, -0.2511161933902618], [1.1849385876814573, 1.0859468910501584, 2.897701352788229], [-1.6543512461991317, 0.23341754652540356, -0.46147268144864034], [1.4511554813161194, -0.6059620511592974, 0.405416269884634], [0.2419724273346828, 0.355485479078529, -0.5163500215953499], [0.8676213719378401, -1.6112299289001288, 2.873638582304302], [-1.107724370482539, 1.4813456071242106, -3.0208512210479213], [0.4686581221932549, -0.3257454732156951, -0.1118730193421484], [1.7842225587280771, -0.020460206448076626, 1.2396207891235758], [-0.7250790528574378, -1.0776513278972026, -1.2266765883856912], [-0.8645858809775321, 0.8907518130553864, -0.08371233606180606], [-0.24880748569416475, -0.006978420261121606, -0.5216621307758889], [-0.1726856115993915, 0.11585861897303269, 0.2214251890243585], [0.3842706062135633, -0.2751885039886351, 0.24709850428351138], [-0.4597381151856073, 0.2681982019486117, 0.65995476251186], [-0.03847567184087783, -0.32662663287731586, -0.5868861586815908], [0.2275230567220514, -0.09357811532437257, -0.0858237368454831], [-3.312340745134975, 1.7422937557349096, 0.37628076036446706], [0.1998333081821225, 0.27876127684891755, -0.6913894396136774], [2.715368083633847, -1.6466584448225798, 0.32955848350340755], [-0.3706017904192967, 2.8010946847686005, -0.383067250868584], [0.5765394709225984, -2.06855699698012, 0.12843812715411448], [-0.2896669285861724, -0.042388376324558164, 0.29612038236778704], [-0.1475179224059128, 0.7362626688383436, 1.73773618287879], [0.5220870995103319, -1.6011954630684824, -1.6258263040035525], [-0.2560649109386952, 0.7483048951194509, -0.08924039874209254], [-0.3024437436796742, 1.1403125341492732, 1.8050113353905288], [0.4251630058645685, -1.0107577799633312, -1.5984461755415749], [-0.06236459542109198, -0.17338377452026232, -0.1296028883997412], [0.757116491735659, -2.024004662514115, 2.117575839573435], [-1.166504484721073, 1.6673908480814827, -0.7638335995892547], [0.5149276772596628, 0.3877358359655376, -1.3049228725111142], [3.2008558349941807, -0.2858049168015292, 0.608854440402905], [-3.2166620700660693, 0.38988886633952746, -1.6191872516317933], [-0.11130278068317627, 0.08719707968423956, 0.7495277643348893], [-0.3568978496582037, 0.16685139797367968, 0.028675025541488222], [0.35008534066014124, -0.18935609431183684, 0.13282701344115397], [-0.022488348051128072, 0.12576602782591198, -0.20934783777642482], [1.501856853184577, 0.8536971412613418, 0.45880578581922693], [0.10350417076457946, -0.1223372239654613, 0.14614457956715632], [-1.0770962666930322, -0.4119208933710081, -0.5590723886538551], [-0.5910404448815552, 0.21061450479000474, 0.8816756950840657], [1.2452754751410635, -1.8505567090421204, -0.5331536322684831], [-0.7028809411062716, 1.3970890508973777, -0.13243543510727426], [-0.4467635595381197, 1.5366218975114176, 3.2146803281105543], [0.6162740475930292, 0.025091801919471024, -0.3392668508776038], [-0.12928936554769796, -1.587492389590521, -2.7074714707213885], [-2.4197979924130073, -3.038392022382843, -0.21527962075443224], [0.09098623968583537, 0.551592071644525, 0.2774594848685112], [2.20547064853698, 1.8590777658092705, -0.04821096835630766], [-0.20144515388204604, 2.592235561036785, 0.42108417329704617], [0.5522728889027654, 0.04370066243085585, 0.00298779038807451], [-0.4101143426080591, -2.4900696081441356, -0.5469694525535417], [-3.303156216772215, -0.2820860067335862, 0.9051357037915885], [1.9426318226995747, -1.582678968210604, 0.12592777612993983], [1.5871021121813387, 1.5158287844333087, -1.1185957645360989], [-2.6436524414887432, -2.356599070619396, -0.8388535904654362], [1.8048552244268559, -1.5588070000156111, 0.3698099609202221], [0.7770640037605396, 3.8056166990163276, 0.4011696180311632], [0.5157429234032884, 0.5642847602742697, -2.603857154999107], [-0.7575327876387871, -1.1606676692459665, 1.800956786750689], [0.26419699122136014, 0.7082017231181256, 0.7485997713841666], [-3.355661537554227, 3.412715758361043, -1.8166459385998235], [2.4120141263076462, -0.7314839387836874, 2.2030249101061035], [0.9256426134362972, -2.302974954597728, -0.26402526916131985], [-0.5310417978432403, -1.4114209046456887, -0.06367159110028742], [0.1844316606910859, 0.49126385701623376, 0.20211686466740558], [0.26358382204737796, 1.1585905261459846, -0.2733906260570013], [0.399600269204684, -1.096063748779299, 1.4112257659410974], [-0.19026977709088952, 0.27085338925574964, -1.0740087387448332], [0.14841859593799273, 0.7795921340889104, 0.0044328141776508075], [1.1564700188894266, -1.1368390652075495, 0.8947716703699656], [-0.9577711170433277, 1.0102504193313941, -0.3028539686008815], [-0.23619155162155928, -0.013785942381177875, -0.7031107711361235], [-0.16259086959010463, 1.75305673939703, -0.0493288963128325], [0.4466594855623377, -1.153265407718473, -0.2951073956701757], [-0.2817685811074512, -0.5414145040961782, 0.07727449337655873], [-0.8751580623507189, -2.403111464962629, -1.314640779999757], [0.9391375389626947, 1.2147861366525994, -0.12100681164171494], [-0.18541646068692294, 0.9373422628804554, 1.5544792571893433], [-0.874772121357194, 0.9223035733799584, 0.2801164067419121], [0.4951839767706886, -0.43030035749410683, -1.4364203409116534], [0.6696336422595848, -0.8792516387314769, 0.8704357056996114], [-1.1163495012254712, 1.7350909693276646, -4.872179812077091], [1.0671008286023038, 0.7695229769320032, -0.16143434753422733], [-0.11775146440756756, -2.259836291636095, 4.74165370078385], [-1.6357783779377046, -1.1199010256490314, 1.0799279461174336], [-0.34870028949910925, -0.5349142170254617, 0.3301278548792482], [1.6666449845883788, 1.3165011023168602, -1.4245472348411918], [-0.03439692600166865, -0.09763613309673849, -0.08392655499529064], [1.6621351123044927, 0.027401680447795628, 0.7690503076253268], [-1.5936067356677126, 0.3424836040123987, -0.8877163220950784], [1.9850723227403373, -0.15942745436789804, -0.6207839198769152], [-0.6662425652153551, -0.4847332150359142, -0.4604406145221357], [-0.9539767533429427, 0.6929982498226406, 0.9592281527042755], [3.1309875059192076, -1.4587008445603133, 1.904042059762746], [-2.1023723662779505, 0.5988286474025738, -2.052438539980885], [-1.0890214097513846, 1.409361107208337, 0.33776775198477743], [0.34111546487243133, 0.6508222711369909, 1.2103890111758104], [0.34008643343688694, -0.7411281272061515, -0.8416332329019467], [-0.6334202351031113, 0.04824045598277922, -0.4055624070922945], [1.0101940459278456, -1.3695441386404121, 0.7373901369093151], [-1.7658968661591323, 0.3763609840541324, 0.942199048416948], [0.34741063948254414, 1.0153760626386568, -1.357679705401266], [-0.06938828786167875, 0.06635886788329144, 0.15411361062109613], [-0.26378763358328433, 0.08737096995210862, -0.3464245385620099], [0.058116209001358166, 0.07281492351430063, 0.10499849960018248], [-0.5247930228806635, 0.44165092547782964, -0.05981304844817029], [-0.17334734862873863, 0.18462810032037438, -0.4698983370713236], [0.4042094454071287, -0.32348576701652865, 0.5315881862160957], [1.9650294095709897, -0.15307243722171052, -1.5275631252027273], [-1.7839060003850735, -0.12729418070364415, 1.3979736796915248], [-0.22470005012896502, 0.2817252169508754, 0.4133159182880525], [0.3507227937618059, 2.051857460282769, -0.06554578994749467], [-0.1536235956517893, -1.8774208040408455, 0.6043705866129645], [-0.24900262439875598, -0.36316310300027926, -0.2858873086990233], [5.136440982250183, -0.39137192049442077, -4.094508710124489], [-0.13604506750064613, 0.7042339027914374, 0.3151880356557441], [-4.717673322197418, -0.6083904439275437, 3.688706932887897], [0.8575175234556722, 0.8556311826446238, 0.03436448961254993], [-0.32447967348524664, -0.3558115775359792, 0.40861394279053553], [-0.6337541391087451, -0.44603937812330335, -0.12386971325885106], [0.9717603939546897, 0.6273188982728923, -0.27054160096996943], [-0.4106602973393488, -0.4415511879177052, 0.23813079670363027], [-0.4358314556653536, -0.15641581369370683, -0.06242053518307479], [-0.8821093366498239, 0.12771481302242968, -0.9764784141901397], [-0.3038296621238376, 0.5252787014343129, -0.8285719489413074], [1.1174769692964426, -0.4808130952814594, 1.6810722394811564], [-0.39590867855538386, -0.18756255279586062, 2.0842895129858303], [-0.5169354377091236, 0.6872221441667403, -0.8913849297413936], [0.7030630705638902, -0.3347344292322983, -1.111631480990021], [1.064481633545124, -4.783153198626917, 1.5786547744803674], [1.349947876283796, 4.3851569695739725, -0.4299703562625648], [-2.33780938157509, 0.6200077014742079, -1.0714285714285714], [-0.5126640682864047, 1.6056359527018471, -0.9110852660737919], [0.42664519273633034, -0.02428162938216484, 0.1554774133454059], [-0.01931665027501548, -1.1210545122139484, 0.4262605526675027], [-2.0594591969305114, 5.214149550834066, -1.5360408178133018], [2.430834170261555, -1.3586207075989614, -0.0762987998536026], [-0.2557643973336247, -3.753427936577319, 1.5853111725147568]]
null
[]
null
null
null
-26.05829
null
6.580365
1.744498
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:02
4546915805727921180332900420754850193368357758686871482613175376917223827406920814992714163223698310405880198900750753409435737849010699390483988078639482
PO_4546915805727921180332900
null
null
null
[ "water_90k_train_62252" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:33
6266141306158983164422304768619477316839995315004306597873948082029069329600710977193650705977952479704232825173520845385504459373196747245711124103922309
CO_6266141306158983164422304
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 10.819547769470216, 1.22963, 8.703827769470214 ], [ 11.717449769470214, 0.998112, 9.186937769470216 ], [ 10.650487769470216, 2.19791, 8.959767769470215 ], [ 0.939486, 0.965717, 0.430866 ], [ 0.491822, 0.0969916, 0.167406 ], [ 1.30017, 0.873218, 1.38638 ], [ 6.02819, 1.81853, 6.886717769470215 ], [ 6.11738, 0.907321, 7.3574877694702145 ], [ 6.013877769470215, 1.73672, 5.84776 ], [ 12.212227769470214, 11.107547769470216, 11.524475769470214 ], [ 12.147399769470216, 10.343877769470215, 10.884947769470214 ], [ 11.608107769470214, 10.975427769470215, 12.323381769470215 ], [ 11.238347769470215, 6.864097769470215, 2.19338 ], [ 10.906597769470215, 7.677347769470215, 2.6634 ], [ 11.735433769470214, 6.259957769470215, 2.83156 ], [ 4.98658, 0.0527437, 4.60253 ], [ 5.59962, 12.082255769470216, 3.8645 ], [ 5.02449, 11.874913769470215, 5.42061 ], [ 12.272712769470214, 11.325597769470214, 3.01327 ], [ 11.849968769470214, 11.503014769470214, 3.91392 ], [ 0.602342, 11.962937769470216, 2.8375 ], [ 10.128447769470215, 4.05226, 8.700597769470214 ], [ 11.077457769470215, 4.32206, 8.946087769470214 ], [ 9.501607769470215, 4.85855, 8.836567769470214 ], [ 2.16781, 8.275897769470216, 8.607887769470215 ], [ 1.3388, 8.273997769470215, 9.164067769470215 ], [ 2.06721, 7.479637769470215, 7.922407769470214 ], [ 10.657947769470216, 7.345277769470215, 8.653487769470214 ], [ 9.781997769470214, 7.561407769470215, 9.095467769470215 ], [ 10.576927769470215, 7.486087769470215, 7.6290977694702145 ], [ 8.729457769470216, 11.544454769470216, 11.447573769470214 ], [ 9.457747769470215, 12.049740769470215, 10.932537769470215 ], [ 9.117417769470215, 11.014487769470215, 12.229061769470215 ], [ 5.29892, 5.87074, 3.25014 ], [ 5.52638, 6.733717769470215, 2.69163 ], [ 4.45504, 5.37311, 2.98597 ], [ 12.368403169470215, 8.361227769470215, 10.350257769470215 ], [ 11.602515769470214, 8.031887769470215, 9.731007769470216 ], [ 0.113254, 7.6608377694702146, 11.073707769470214 ], [ 3.50965, 10.850987769470215, 1.85318 ], [ 4.49409, 10.687707769470215, 2.06346 ], [ 3.37816, 10.666937769470215, 0.873737 ], [ 4.53813, 3.80033, 7.882847769470215 ], [ 4.25126, 4.47234, 7.1653677694702145 ], [ 5.356, 3.27431, 7.585597769470215 ], [ 9.185267769470215, 6.04443, 11.005367769470215 ], [ 8.649767769470214, 6.094917769470215, 11.889537769470214 ], [ 10.121957769470214, 6.37137, 11.148857769470215 ], [ 0.718354, 1.84776, 9.878217769470215 ], [ 0.259269, 2.75519, 9.679367769470215 ], [ 0.774457, 1.65364, 10.855877769470215 ], [ 7.446027769470215, 3.94231, 1.24832 ], [ 7.148867769470215, 3.73966, 0.288292 ], [ 7.8889277694702145, 4.85423, 1.23173 ], [ 6.375727769470215, 7.978787769470215, 1.68265 ], [ 6.42034, 9.001887769470216, 1.68489 ], [ 6.178357769470215, 7.608037769470215, 0.767734 ], [ 0.229928, 4.64104, 9.570617769470214 ], [ 12.416304369470215, 5.13193, 10.398567769470215 ], [ 0.893962, 5.09715, 9.049437769470215 ], [ 7.9758977694702144, 6.816157769470215, 6.544367769470215 ], [ 7.710427769470215, 6.240317769470215, 7.374327769470215 ], [ 8.282917769470215, 6.217127769470215, 5.73292 ], [ 1.69682, 5.99086, 7.274097769470215 ], [ 2.52515, 5.74154, 6.745947769470215 ], [ 0.910681, 6.227407769470215, 6.643097769470215 ], [ 1.22787, 1.74282, 6.19261 ], [ 0.246597, 1.99917, 6.06193 ], [ 1.40227, 1.12427, 7.004827769470215 ], [ 6.871007769470215, 2.20411, 3.13706 ], [ 5.8424, 2.27104, 3.17422 ], [ 7.241237769470215, 2.97335, 2.52516 ], [ 4.1223, 4.00628, 10.534807769470214 ], [ 3.5451, 4.82177, 10.826977769470215 ], [ 4.35097, 4.11259, 9.521227769470215 ], [ 3.7166, 7.7590477694702145, 10.808707769470216 ], [ 3.32239, 7.935197769470215, 9.846217769470215 ], [ 3.46617, 8.545477769470214, 11.473465769470215 ], [ 4.4712, 11.789203769470214, 9.810997769470214 ], [ 5.16828, 11.430827769470215, 9.166577769470216 ], [ 4.37649, 0.365931, 9.575167769470214 ], [ 3.8149, 4.7684, 5.53676 ], [ 3.65951, 3.7971, 5.16768 ], [ 4.41018, 5.21511, 4.84608 ], [ 10.051357769470215, 10.701057769470214, 1.21763 ], [ 9.505657769470215, 11.518798769470214, 1.54484 ], [ 10.827127769470215, 10.628477769470216, 1.84152 ], [ 9.756067769470215, 11.089607769470215, 7.644007769470215 ], [ 10.177487769470215, 10.293157769470215, 7.153837769470215 ], [ 10.452087769470214, 11.750013769470215, 8.001797769470215 ], [ 2.34785, 5.90285, 12.071891769470215 ], [ 3.17969, 6.402787769470215, 11.798338769470215 ], [ 2.49319, 5.60235, 0.53662 ], [ 3.22411, 4.68379, 2.0289 ], [ 3.5512, 3.76134, 1.84689 ], [ 2.30514, 4.72055, 2.46427 ], [ 4.31928, 2.18832, 0.769555 ], [ 4.12034, 2.82686, 0.00217454 ], [ 4.80398, 1.36195, 0.514112 ], [ 12.386090369470216, 3.38987, 0.795742 ], [ 11.455528769470215, 3.50448, 0.308788 ], [ 0.371514, 2.46974, 0.636392 ], [ 6.17317, 10.817867769470215, 2.15964 ], [ 6.486467769470215, 11.632125769470214, 1.60233 ], [ 6.880657769470215, 10.486467769470215, 2.82906 ], [ 11.297727769470216, 2.53296, 5.89067 ], [ 10.933457769470214, 2.69612, 6.841117769470215 ], [ 10.711187769470214, 2.92976, 5.22858 ], [ 9.920787769470214, 3.57185, 12.081880769470215 ], [ 9.740027769470215, 3.89256, 11.075857769470215 ], [ 9.172877769470215, 3.87614, 0.24902 ], [ 1.612, 9.084787769470214, 3.23591 ], [ 0.782283, 9.702377769470214, 3.07553 ], [ 2.35079, 9.489117769470216, 2.68659 ], [ 8.932257769470215, 0.903281, 1.73348 ], [ 9.204257769470214, 1.46847, 0.973172 ], [ 8.508867769470214, 1.39615, 2.51223 ], [ 7.916757769470215, 10.474887769470214, 4.32407 ], [ 7.465117769470215, 10.116527769470215, 5.15455 ], [ 8.131237769470214, 11.455284769470214, 4.503 ], [ 6.441387769470214, 7.168737769470215, 11.328347769470215 ], [ 7.166707769470215, 7.451967769470214, 10.734617769470216 ], [ 5.52544, 7.454707769470215, 10.969057769470215 ], [ 9.735177769470216, 8.553027769470216, 4.02167 ], [ 10.352947769470216, 8.801577769470214, 4.78537 ], [ 9.004347769470215, 9.236267769470215, 3.8984 ], [ 8.562447769470214, 2.90227, 5.04141 ], [ 8.877977769470215, 3.92688, 5.06126 ], [ 7.827607769470215, 2.77374, 4.30936 ], [ 8.898387769470215, 5.77975, 4.27998 ], [ 8.705427769470216, 5.43878, 3.33888 ], [ 9.171577769470215, 6.747567769470215, 4.31465 ], [ 2.93828, 10.309077769470214, 11.661418769470215 ], [ 1.97102, 10.088487769470214, 11.424037769470214 ], [ 3.3851, 10.789177769470214, 10.920787769470214 ], [ 0.897009, 10.634037769470215, 6.1122 ], [ 0.193416, 11.186907769470215, 5.70876 ], [ 1.73057, 11.172807769470214, 6.129297769470215 ], [ 3.28377, 8.459277769470216, 5.67429 ], [ 2.63724, 8.609247769470215, 6.463007769470215 ], [ 2.80763, 8.715967769470215, 4.80236 ], [ 3.25681, 1.43038, 8.627207769470214 ], [ 3.51022, 2.357, 8.233527769470214 ], [ 2.37558, 1.50247, 9.082837769470215 ], [ 6.20367, 12.354950369470215, 12.245424769470215 ], [ 7.215637769470215, 12.318651769470215, 12.065794769470214 ], [ 5.75027, 12.035818769470215, 11.401287769470215 ], [ 2.08637, 0.369749, 2.99676 ], [ 2.69721, 12.054464769470215, 2.63615 ], [ 2.57015, 1.02155, 3.54902 ], [ 8.273457769470216, 8.859357769470215, 10.120777769470216 ], [ 7.514337769470215, 8.913267769470215, 9.494477769470215 ], [ 8.589877769470215, 9.760347769470215, 10.500407769470215 ], [ 0.782283, 4.12101, 3.32709 ], [ 0.542881, 3.28315, 3.83324 ], [ 0.40219, 4.02657, 2.36327 ], [ 12.123310769470216, 6.416667769470215, 11.957394769470215 ], [ 0.674297, 6.04158, 11.974925769470214 ], [ 11.725942769470215, 6.84774, 0.347977 ], [ 3.07787, 11.549370769470215, 7.254317769470215 ], [ 3.13378, 12.438562719470214, 7.763117769470215 ], [ 2.85914, 10.798647769470215, 7.936497769470215 ], [ 0.839003, 6.687517769470215, 4.37383 ], [ 1.09433, 5.73371, 4.22306 ], [ 1.50608, 7.4481877694702145, 4.13529 ], [ 6.2427177694702145, 8.969947769470215, 5.91488 ], [ 6.8522577694702145, 8.120877769470216, 5.92781 ], [ 5.23455, 8.791847769470214, 6.02839 ], [ 11.268877769470215, 12.309329769470216, 5.2223 ], [ 11.097837769470214, 0.868676, 5.34208 ], [ 10.351957769470214, 11.833054769470214, 5.34294 ], [ 8.287387769470214, 0.20875, 5.73361 ], [ 8.632667769470215, 0.0188008, 6.6766977694702145 ], [ 8.250737769470215, 1.22556, 5.45603 ], [ 6.623127769470215, 2.98096, 11.259137769470215 ], [ 5.7135, 3.38161, 11.036827769470214 ], [ 6.571597769470215, 1.98486, 11.136567769470215 ], [ 3.41878, 2.24548, 4.6377 ], [ 3.97099, 1.38469, 4.67042 ], [ 2.56989, 2.18129, 5.27946 ], [ 8.742837769470215, 6.396017769470215, 1.37556 ], [ 9.645647769470216, 6.587357769470215, 1.77511 ], [ 8.019977769470215, 7.039177769470215, 1.61685 ], [ 11.690869769470215, 8.516727769470215, 5.9811 ], [ 12.064846769470215, 7.938777769470215, 5.22239 ], [ 12.228238769470215, 9.375617769470214, 6.1394 ], [ 7.654147769470215, 5.64936, 9.036947769470215 ], [ 8.258147769470215, 5.6783, 9.826917769470215 ], [ 6.798137769470215, 5.06037, 9.004997769470215 ], [ 6.636677769470215, 11.394317769470215, 8.071707769470216 ], [ 6.468667769470215, 10.694017769470214, 7.364467769470215 ], [ 7.656577769470215, 11.311217769470215, 8.333307769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
12200589245406518897205801622758272985812749608385633576432075924482749399077325233067777145803921845170258609755934417002519951556344728548630682128348327
1
DLPOLY
NPT-PME-SHAKE
null
[[2.687792816467278, -0.4244813213231965, 1.7420335707954546], [-1.9686676623077015, 0.0721263007078765, -1.4074053837467673], [-1.053506165515782, 0.22786476627586885, -0.5436217396658878], [0.04439839171016091, 0.010935052635413252, 0.9451694931423922], [-0.10766149245550405, -0.4225910777380562, -0.6650500509095197], [0.2630452392227061, 0.24695930534090296, -0.5291641298635069], [0.1959994830992536, -1.0602623011102958, -1.7362791472178423], [-0.03161446489498068, 0.9522725419895128, -0.7073431128179243], [0.0026595454048737844, -0.06317767335688874, 2.502094488762612], [0.3912561381963633, 1.5185650627132432, 0.8786141856298123], [-0.0766543859375244, -1.5368040269690364, -1.1081059750604063], [-0.4822050847075434, -0.24435658866322182, 0.39281594690839583], [0.22503915783338796, -1.14918050416903, -1.3827788792273548], [-0.6629945898878256, 1.7370770476988375, 1.1028155479581554], [0.5632440205164497, -0.3028982000405888, 0.4488060113128412], [2.103707982300486, -2.202552240799427, -0.8296647256870183], [-1.7312835963803073, 1.3078282710016946, 1.499185621139506], [-0.5096199044947816, 0.8654314820307608, -0.6754444392407457], [-0.12992334951683657, -1.3581090105513665, -1.5707147974113331], [-0.30787423700766503, 0.7126812404924087, 0.8525870188530007], [0.48990655891541035, 0.36244499256738355, 0.3019120991200545], [-0.7011160199336355, 0.8416072144080012, 0.38356246953668], [0.4944554589402147, 0.1235865453164109, -0.026846272330372428], [0.4898024849396284, -1.1007687597677762, -0.4245606777297303], [0.9785642301214369, -2.581021590146276, -3.248825264998361], [-1.6095951001972202, 0.499108432940801, 1.3840060848584508], [0.5938330965650385, 2.120129988395752, 2.086357983254497], [0.3193006922653956, 0.18494769415433823, -2.5575962727640142], [-1.148942001307863, 0.17239854088285952, 0.674889378036575], [0.42770110994895166, -0.31020636134831303, 1.7797517141851096], [0.5234443976111554, 0.376237829849457, -0.8726342684380057], [-0.6138630004874132, -0.41685920352186334, 0.4793994237770874], [0.1946742744742963, 0.02989802484939628, 0.1726951517138382], [1.5440111497919387, 2.4990806798805925, -0.2965718032377414], [-0.8681807695576683, -2.5999803994012276, 1.4023491230900258], [-0.4622575726826628, 0.18025742697909675, -1.07135918877805], [-0.35558521663865345, 0.672447976021356, -0.9829049821946773], [1.0812462164773389, 0.27512475867846864, 0.5206040453554386], [-0.4055047327640487, -0.008361043029385288, -0.14581501197718003], [0.044274803863919805, -0.28160856736968637, 1.2403059427974739], [0.3402486153824805, 0.2706066472048332, 0.30174124434314575], [-0.6011182748697774, -0.07441896366604049, -1.5878913398310186], [-0.3258681937788046, 1.0072843110216074, 0.8802446779170634], [0.05292205032670556, -0.4541137840777224, -0.2403263239510644], [0.2123711867728915, -0.6510737832451305, -0.4101425293098334], [-1.4065901376031418, -0.4613078976536522, 1.630006608697462], [0.7892580045896623, 0.18782750779253896, -1.2103933475914679], [1.3400868670784527, 0.4176076688643621, 0.195876762536144], [-0.7581615679091365, 1.2841687871739234, -2.230392029321108], [1.1181534501390256, -1.0258745249456647, 0.5465314745721259], [0.23682250009973754, -0.24499013899079466, 1.9167520940551213], [0.5919467557539899, 0.1544227970574818, -0.9666217414004541], [-0.4458962764066032, -0.6240752593610205, 0.3662584364966618], [0.0556206017904193, 0.7321387375479825, 0.5980784474938119], [0.3146815423069384, 0.7062503360722134, 1.0848671235514205], [-0.23455151921986148, -0.4995334016752441, -0.04590009245238182], [-0.09799605559631787, -0.30203828881569017, -1.2782322341386925], [-3.6589677943081944, -4.027567461618385, 1.231676475638884], [-0.2844753717609143, 1.2317415218737477, 1.6577509960746766], [3.747877324535613, 2.7324969254812985, -2.9370283063868463], [0.07202873135558088, -2.7131435024015067, -0.5124689295818134], [0.7496621932202744, 1.320265111107642, -1.5621460400719496], [-0.9178283924213331, 1.7156291358564333, 2.267776268705129], [-1.6889298246526965, 0.770034673979598, -0.7865824361289337], [0.39265506588749954, -0.3471014530461585, -0.4454582984251873], [1.3449740075245484, -0.5140950854534069, 0.9508285155755377], [2.0529849283537405, -1.3680220567446006, 1.2638483434024905], [-0.3311286996130183, 0.06888483000383339, 0.241222227425921], [-0.643524083585279, 1.224473689231639, -1.5045237488139902], [-0.5639335106060054, 2.1088856625956396, -0.8465810831672487], [1.3260238711009118, -0.31329952663686683, -0.13080754466941769], [-1.176595323956268, -1.7566342823145358, 0.809287908512037], [-0.5580186396490625, 2.513135003026818, -1.228914178865004], [1.0395559163453383, -2.032577756269156, -0.3059306555099365], [-0.5224903861664871, -0.7649784133228564, 1.7965076242860092], [-1.2247902475746426, 3.324452354066604, -0.42823275450857134], [0.9014497504826431, -0.4273004251421911, 2.732362496595914], [0.8573353939980539, -2.5077968753523336, -2.5380910751362067], [0.4317899162724865, 3.01428588774234, -0.3619254899716051], [0.33336932558329124, -0.5674720257825929, -0.20779583461257595], [-0.6094918935045697, -2.7176360290227626, 0.8155453563059288], [-0.3197785652708612, -2.4510245215632604, -1.6190484863307506], [0.0028629883454492785, 2.0874160686749472, 1.2864237233158662], [0.29284205213065445, 0.8298598643916095, 0.13298789446205028], [-1.8995755516354358, 1.9471200129051731, -0.12379989696676398], [0.47527549248672624, -1.0507135138322987, -0.7591459342634077], [1.628614619271378, -0.5061724540470033, 1.0387710251113158], [0.4359745573820539, -0.41301367011671897, -0.310098818240005], [-0.27514427254892776, 0.7284961483956128, 0.6767150090284174], [-0.37707172258041016, -0.19989315071819716, -0.1742571286336995], [-1.213667341412943, 0.5845748491360993, -3.4814783014433326], [0.47294683727860426, 1.0076485699368443, -0.9306468371051477], [0.4629036986156426, -1.8883875992388721, 4.509005000754536], [-0.5203351875846685, 2.532475416859637, 0.16294385382463186], [0.461923668677029, -2.2325472279029266, -0.3310723262094697], [-0.15205901688253343, -0.6452022764447636, 0.2543702396997119], [-1.3992615951418268, 2.3606015822713453, 1.119883679986401], [0.1727450204939004, -0.4367941399413369, -0.1948156416247335], [1.1657239299027082, -1.8407434004090109, -0.8810035506571405], [-2.512302411220562, 0.5617869848555019, -0.9576496974049153], [2.7017387292220643, -0.5202744777654623, 1.3215833814675473], [-0.2877818886998212, 0.2595531236936548, -0.17933723957655767], [0.9790715907533741, 0.504533288928437, 0.014776596538152652], [-0.47796407019442755, -1.161266094606713, 0.5874325470544463], [-0.33874648099869387, 0.5287825252856397, -0.32655291381113694], [1.4073620195901915, -1.3183267333087025, 3.809359025728821], [0.32567695784830525, -0.18766098943128776, -1.0099555430666785], [-2.7676479108016645, 1.7509015408152113, -2.840677486891015], [-0.4563557109726927, 1.0205277244398652, -4.80869468685008], [0.8249900696081441, -1.4387576689510904, 4.724004489057489], [-0.23350080570602916, -0.019758531030523163, 0.22167019650901196], [-2.713225894299001, 1.7270425818671913, -0.21814208873000263], [1.7939968396202688, -1.681440834812051, 0.8232641761764262], [1.285083770877673, 0.20929363258070502, -0.4639661204517504], [-0.09874712278821118, -2.7949369745348323, 1.7892874922161337], [0.5485869355938201, 1.9780473293750531, -1.8434319781167121], [-0.4190477925042454, 0.4460480509546185, -0.09115882902900715], [0.327026450400945, 0.43299066976807116, -0.8958948020252796], [-0.722416493643682, -0.9357854896593831, 0.3792095754995985], [0.06861206945897144, 0.26515490544012016, 0.11590068220491125], [-3.520783572963663, -0.8384589766405961, 2.367201606902186], [2.8275077925389365, 1.0493562157314753, -2.0472478504387586], [0.3163792490368821, -0.2853734434435997, 0.21306588056123624], [0.9497574209081149, -1.4247467099614406, -0.6162263470207957], [0.26086055301441596, -0.04111780653688642, 0.5166752527696686], [-1.0283072541295686, 0.9721159800386114, 0.043794329009059635], [0.35486060158227134, 4.830897135016904, -1.5207896439455832], [-1.6664455094681299, -4.685887395427336, 0.015603290819114225], [1.3067051393463807, -0.05428108299379198, 1.4929845467491627], [-0.20423000001734565, -2.066531890868029, 0.17891487269150913], [-0.020422783180951688, 0.5632917210886832, 0.14852874089569532], [0.3498464041574085, 1.3960136198142972, -0.4234674673424537], [-1.7501339952438193, -1.9162794247484443, 2.0719263919460618], [0.26882654857739546, 0.32174252792218044, 0.12316851484701992], [1.4803785864325696, 1.6712415851854165, -2.134969202776], [-0.47338481526002013, -2.8977317076978317, 0.7302350510743036], [-2.5472929491615974, 2.0069885674737606, -1.2900229483116599], [2.5258927378914264, 0.9172950132954505, 0.49594284951076556], [-1.6591256398381302, 0.5369133046436074, 0.36556807912397465], [1.1561100963898472, -0.10084898345744155, -0.8965539372052321], [0.6491137233679032, -0.11149618482150445, 0.5761838848386767], [1.8858898238201047, 1.5724059995177906, -1.8185019245012688], [0.05134316138577968, -1.4172880750303982, 0.6035683497163117], [-2.1027886621810783, 0.18920648797165024, 1.3470641598715034], [1.4234587945111383, 0.4370239699711888, -0.4467375410441742], [-0.620202840178799, -0.0947051497537783, 0.5206083817710963], [-0.9371644698384946, -0.2722531842300174, -0.25199778669344836], [-1.6801052187895158, -3.07438427234078, -2.658487319453334], [-0.3965977350033737, 1.0154497817048358, 0.46215783512253844], [1.8893286014365678, 2.2164634622289525, 1.8037190835245693], [2.6815440415047016, 0.34568387876769474, 1.8402056848674706], [-1.944656928811666, 0.5684000187333156, -1.6695070189223833], [-0.6580337303755509, -0.6678643846712911, -0.45791682060942246], [-0.8171975306714678, 0.15800771188160545, -2.1739882708629295], [0.1443501707680486, -0.4378478889461295, 0.697265282829702], [0.6936140208460174, 0.2073899461070262, 1.2345385099728887], [2.3401857373554455, -1.8610985355057041, -1.2791125265171817], [-3.0682959447575335, 1.5307113629701325, 1.1175983889348549], [0.8712162605179761, -0.46328096677785235, 0.8455490162407439], [-0.2742197487307311, -0.9209419388634775, 1.9814600884975708], [0.3270615753677714, -0.13033314079647812, -0.39924728497015677], [0.5010381379084253, 1.228268052932024, -1.6126392639888432], [-0.9032016624083065, 3.498281912116466, 1.0061221516253753], [1.2270104923913252, -1.6198203683178003, -0.7848565426972158], [-0.7698482081063219, -1.9099699399666616, -0.17779044011149792], [0.6694428399706511, -0.8864674343856946, 0.4536888153432794], [-1.6664455094681299, 1.428536737246168, 0.20779279912161563], [0.9400655319134174, -0.4205126337133768, -0.3530414752139154], [-2.922488304686971, -0.9916818874856248, 0.5407770509945136], [0.6997413761701817, -0.12198077059840802, 0.06711947518963145], [1.9502378957629751, 0.8897631102854575, -0.2151399881702581], [0.10039712894592143, 2.5195312161217527, -1.1280361414226565], [-0.09727881244655368, 0.5365750642223158, -0.2803640160759601], [0.3905978702995422, -2.618215027241363, 1.4177737535840476], [-0.10240965945260556, 0.6365251087139405, -0.02520858159312973], [-0.18283976250318726, 0.4182143334148579, -0.05529016691731149], [0.25332299531840563, -0.8566155489988951, 0.05955763356593866], [-3.1831025492920366, -0.06028615139641257, 2.372305568131161], [0.18233370279594738, -0.06608524005529796, 0.06293960413728744], [2.962084116056359, 0.015114967051913834, -2.2415539632237262], [-0.3972499319182742, -2.7089415156293093, -1.5882295802523099], [1.3714521615297486, 0.7197712800925564, 0.5623810738005908], [-1.3482263192677355, 1.7298569156289623, 0.7483612685229994], [-0.5858107275985104, 0.03188969719676746, -0.2492237815972927], [0.29501329545040617, 0.23747643158090104, 0.47366668227776304], [0.4948587455963699, -0.4904442744569507, -0.16639477340493622], [-3.540522937036979, -0.5599960451889203, -5.169224284621508], [0.7726191777115173, -0.38668729065953417, 3.0492937713460058], [2.150137984746224, 0.8716368928367617, 1.369348999935821], [4.109018356914762, -0.48291192045972947, 1.1505508115168261], [-0.6522749703822811, -0.39482934469821146, -0.6018207742063058], [-3.4346146574318355, 0.7146629824479239, -0.6564335929979029]]
null
[]
null
null
null
-24.705138
null
6.290451
2.028046
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
5053306632685236308754134195767140975048297061734356229327233955230840992835575548193269471923523128989594824919864120589172298900523457217823384556660020
PO_5053306632685236308754134
null
null
null
[ "water_90k_train_16599" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:51
9844788848372566053417237313990199141718089006470866643077813948589836409849204433032885994143150826073142128446142681323172263784614975187408445550192737
CO_9844788848372566053417237
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 0.361553, 6.956817769470215, 1.57285 ], [ 0.494517, 7.2494977694702145, 2.52392 ], [ 1.20107, 7.298267769470215, 1.0179 ], [ 4.30657, 6.592867769470215, 7.9123177694702145 ], [ 4.44283, 5.79575, 7.319567769470215 ], [ 4.47859, 7.457467769470215, 7.418327769470215 ], [ 2.35536, 2.94638, 7.731577769470215 ], [ 2.8763, 3.58622, 7.122147769470215 ], [ 2.50027, 2.01184, 7.325197769470215 ], [ 10.874927769470215, 7.513377769470215, 4.1271 ], [ 10.158827769470214, 7.096787769470215, 3.50334 ], [ 11.484822769470215, 6.7646777694702145, 4.38175 ], [ 8.913647769470215, 2.9388, 7.002377769470215 ], [ 8.783477769470215, 3.71827, 6.416237769470214 ], [ 9.272807769470216, 2.11459, 6.472697769470215 ], [ 7.551617769470215, 9.529727769470215, 2.58161 ], [ 6.666997769470215, 9.209907769470215, 2.79069 ], [ 8.204937769470215, 8.800137769470215, 2.38046 ], [ 5.49247, 11.100737769470214, 0.455486 ], [ 5.35978, 11.532070769470215, 1.35181 ], [ 6.376517769470214, 11.479767769470214, 0.119994 ], [ 1.03779, 9.055707769470215, 9.592147769470214 ], [ 0.058425, 9.333217769470215, 9.638777769470215 ], [ 1.5453, 9.528517769470215, 10.312967769470214 ], [ 7.669417769470215, 0.588027, 11.673726769470214 ], [ 7.4664177694702145, 1.1533, 0.0714207 ], [ 8.402507769470215, 0.99769, 11.118647769470215 ], [ 6.28738, 2.12566, 1.46237 ], [ 5.35519, 1.69525, 1.41502 ], [ 6.47873, 2.87252, 0.789022 ], [ 7.393837769470215, 3.33981, 9.853337769470215 ], [ 7.334137769470215, 4.10039, 9.199597769470214 ], [ 8.310927769470215, 2.91533, 9.832637769470214 ], [ 3.10538, 0.373575, 9.653707769470214 ], [ 3.77449, 0.955759, 10.138007769470214 ], [ 3.20567, 0.421848, 8.634527769470214 ], [ 1.19614, 10.146587769470216, 7.020817769470215 ], [ 1.39797, 9.712637769470215, 7.910247769470215 ], [ 1.30865, 9.516677769470215, 6.24414 ], [ 0.0979555, 0.0218042, 9.176537769470215 ], [ 0.167773, 0.299899, 8.200397769470214 ], [ 0.991114, 0.00944124, 9.600597769470214 ], [ 11.033177769470214, 9.947117769470214, 2.82325 ], [ 11.887692769470215, 10.273267769470214, 2.3655 ], [ 11.148087769470214, 8.981787769470214, 3.18397 ], [ 9.216927769470214, 11.728442769470215, 3.47207 ], [ 9.945547769470215, 11.100557769470214, 3.06789 ], [ 8.365737769470215, 11.308997769470215, 3.16958 ], [ 1.94669, 6.569447769470215, 9.247697769470214 ], [ 1.7029, 7.556937769470215, 9.362507769470215 ], [ 2.87881, 6.417427769470215, 8.782657769470216 ], [ 10.421827769470216, 2.5381, 0.151142 ], [ 10.308247769470215, 1.90723, 11.787735769470215 ], [ 11.361667769470214, 2.78353, 0.232135 ], [ 9.910257769470215, 10.150937769470215, 7.801677769470214 ], [ 10.586137769470215, 10.763877769470215, 7.471477769470215 ], [ 9.204877769470215, 9.897617769470216, 7.136847769470215 ], [ 3.76599, 1.26895, 1.60651 ], [ 3.18992, 1.05249, 0.823454 ], [ 3.56985, 0.651918, 2.42951 ], [ 10.886997769470215, 9.635727769470215, 10.199717769470215 ], [ 10.560047769470215, 10.224727769470215, 10.954727769470214 ], [ 10.392867769470215, 9.814677769470215, 9.378147769470214 ], [ 6.568967769470214, 4.24331, 12.261571769470216 ], [ 5.54475, 4.2165, 12.025177769470215 ], [ 7.097127769470215, 4.12832, 11.385907769470215 ], [ 1.39155, 1.64004, 12.168344769470215 ], [ 1.61077, 1.93466, 11.236627769470214 ], [ 1.21283, 2.40342, 0.347917 ], [ 5.58298, 8.588347769470214, 6.261667769470215 ], [ 6.607807769470215, 8.534067769470216, 6.029077769470215 ], [ 4.99033, 8.234277769470214, 5.50492 ], [ 0.06194, 11.887166769470214, 0.899514 ], [ 11.540661769470216, 11.537460769470215, 0.672126 ], [ 0.426039, 0.220679, 0.339021 ], [ 8.402017769470215, 6.961007769470215, 11.410357769470215 ], [ 7.893497769470215, 7.708947769470215, 11.875644769470215 ], [ 9.348837769470215, 6.957067769470215, 11.859538769470214 ], [ 6.7982977694702145, 3.13947, 4.26962 ], [ 6.749337769470215, 2.82371, 3.3028 ], [ 7.6510077694702145, 3.57177, 4.5518 ], [ 8.915777769470214, 4.50876, 1.51574 ], [ 7.993207769470215, 4.53884, 1.08839 ], [ 9.543907769470215, 3.87994, 1.07771 ], [ 0.681242, 4.23994, 0.619054 ], [ 0.731406, 4.23255, 12.033044769470214 ], [ 0.434111, 5.20465, 0.918938 ], [ 4.26349, 11.656447769470216, 3.57484 ], [ 4.57848, 10.670717769470215, 3.58413 ], [ 4.80295, 12.247205769470215, 4.19946 ], [ 11.989584769470214, 5.19553, 4.59049 ], [ 11.999550769470215, 4.79851, 5.51619 ], [ 11.459986769470214, 4.61549, 3.94794 ], [ 4.8008, 8.844767769470215, 3.05533 ], [ 5.16572, 8.391417769470216, 2.21875 ], [ 4.26002, 8.250707769470214, 3.65403 ], [ 11.069797769470215, 7.212257769470215, 11.923249769470214 ], [ 11.546656769470214, 7.074637769470215, 0.33215 ], [ 11.155587769470214, 8.113387769470215, 11.447120769470216 ], [ 2.61766, 7.789927769470215, 0.452123 ], [ 2.98707, 6.845357769470215, 0.338369 ], [ 3.29306, 8.438167769470216, 0.0270685 ], [ 0.998971, 0.561355, 4.32895 ], [ 0.759368, 1.34381, 3.73586 ], [ 1.19479, 12.139135769470215, 3.73795 ], [ 8.352487769470216, 6.859387769470215, 2.59287 ], [ 7.4344877694702145, 6.886057769470215, 2.14347 ], [ 8.790807769470215, 5.97483, 2.33543 ], [ 7.0722977694702145, 6.13911, 9.063067769470216 ], [ 7.5325077694702145, 6.3826377694702146, 9.988707769470215 ], [ 6.13622, 6.47384, 8.950257769470214 ], [ 1.14674, 8.997317769470214, 4.68469 ], [ 0.206053, 8.706557769470216, 4.82924 ], [ 1.15921, 9.758847769470215, 3.96307 ], [ 3.20746, 0.652705, 6.517997769470215 ], [ 4.10841, 0.821818, 6.04341 ], [ 2.52536, 0.383618, 5.8088777694702145 ], [ 3.34228, 7.3299677694702146, 4.68319 ], [ 2.47971, 7.940457769470215, 4.75268 ], [ 3.02863, 6.3443977694702145, 4.63213 ], [ 9.808607769470214, 0.957611, 5.38154 ], [ 9.404307769470215, 0.261661, 4.73791 ], [ 10.519517769470214, 0.531024, 5.96764 ], [ 2.34511, 4.82235, 4.27065 ], [ 1.34874, 4.65567, 4.27956 ], [ 2.69361, 4.63553, 3.3284 ], [ 11.630820769470215, 5.818687769470215, 9.572437769470215 ], [ 11.252587769470214, 6.386177769470215, 10.361847769470215 ], [ 0.141458, 6.108927769470215, 9.367057769470215 ], [ 3.23356, 10.456807769470215, 10.801377769470214 ], [ 3.35836, 11.280217769470214, 10.216927769470214 ], [ 3.59185, 10.673227769470214, 11.738355769470214 ], [ 6.2413577694702145, 11.175887769470215, 7.112967769470215 ], [ 5.850677769470215, 10.276887769470214, 7.017917769470215 ], [ 7.1552077694702145, 11.139257769470214, 7.545717769470214 ], [ 8.235347769470215, 8.469767769470215, 5.99595 ], [ 8.640627769470214, 7.891677769470215, 6.795037769470214 ], [ 8.885517769470216, 8.484097769470214, 5.23166 ], [ 0.0206512, 4.29135, 7.120317769470215 ], [ 0.894271, 3.74145, 7.342227769470215 ], [ 11.657265769470214, 4.14519, 7.776527769470214 ], [ 0.586924, 2.68404, 2.70834 ], [ 12.028649769470215, 2.71563, 3.03153 ], [ 0.801138, 3.30306, 1.92284 ], [ 1.67121, 4.09215, 10.332477769470215 ], [ 1.81412, 5.06569, 9.984137769470214 ], [ 1.49869, 3.40565, 9.539267769470214 ], [ 1.54635, 10.585257769470214, 2.77658 ], [ 1.16062, 10.943027769470214, 1.86311 ], [ 2.50896, 10.923217769470215, 2.94226 ], [ 9.407997769470215, 6.79228, 7.742827769470215 ], [ 8.595667769470214, 6.4026, 8.214047769470215 ], [ 10.281207769470214, 6.71829, 8.271387769470214 ], [ 4.03464, 4.45579, 11.848830769470215 ], [ 3.26248, 4.34771, 11.186957769470215 ], [ 3.72938, 4.22681, 0.335521 ], [ 9.755027769470214, 10.976837769470215, 0.0295226 ], [ 9.188477769470214, 11.595537769470216, 11.913894769470215 ], [ 9.430657769470216, 10.831867769470215, 0.985502 ], [ 5.19334, 1.72807, 10.880977769470215 ], [ 5.84122, 0.91167, 10.981687769470215 ], [ 5.679407769470215, 2.49855, 10.422197769470214 ], [ 10.523027769470215, 2.71906, 3.31101 ], [ 10.010347769470215, 2.82648, 2.44433 ], [ 10.174167769470214, 1.94265, 3.91365 ], [ 11.989453769470215, 12.192863769470215, 6.472837769470215 ], [ 12.309689769470214, 0.176168, 5.63282 ], [ 0.254086, 11.536377769470215, 6.814127769470215 ], [ 10.570447769470215, 3.46969, 9.398287769470215 ], [ 10.007767769470215, 3.37297, 8.553577769470214 ], [ 10.882317769470214, 4.40824, 9.570517769470214 ], [ 5.54949, 0.839266, 5.31891 ], [ 5.91601, 0.193652, 6.02568 ], [ 6.14384, 1.62604, 5.13693 ], [ 5.84076, 6.967477769470215, 1.04232 ], [ 5.79241, 7.5417977694702145, 0.197986 ], [ 5.881457769470215, 6.01018, 0.686917 ], [ 8.587777769470215, 5.12137, 5.41388 ], [ 8.349537769470214, 5.8432, 4.73222 ], [ 8.789737769470214, 5.62141, 6.27502 ], [ 10.179837769470215, 0.842012, 10.209317769470214 ], [ 10.847167769470214, 0.205611, 9.696187769470214 ], [ 10.416377769470214, 1.7956, 9.972987769470215 ], [ 3.69421, 4.0383, 1.94603 ], [ 3.2418, 3.16195, 1.73139 ], [ 4.70256, 3.97585, 2.18604 ], [ 4.50628, 4.40923, 6.1052 ], [ 5.46691, 4.12714, 5.89823 ], [ 3.85316, 4.68754, 5.39001 ], [ 5.55948, 8.791177769470215, 11.584163769470216 ], [ 5.6655, 9.697827769470216, 12.049844769470214 ], [ 4.84519, 8.738957769470215, 10.872417769470214 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
11631975091186571955422876501847773475819316659569119245979607786813991477818696779481980384969185613024085308179586681957613067058659681268919572108563
1
DLPOLY
NPT-PME-SHAKE
null
[[2.8697444810437926, 0.792805192597565, -2.6348885454447686], [-0.16073445004709347, 0.1083822047377943, 1.082646878734738], [-2.6854424791808684, -0.9671160927854184, 1.6419100696775268], [-0.3633924993885654, 0.5704207884297492, 1.6546894866204231], [0.22245812323399472, -1.3173250212918008, -1.0920092001394592], [0.3329937919873446, 0.6340706974517487, -0.5207861748130571], [0.39484278758675, -0.23766723386983468, -1.5131662252195526], [-0.20961582826406341, -0.05048585201027558, 0.8186589027480733], [-0.1249707291943113, 0.3869019432345845, 0.6378173605799001], [-2.6182670642292543, 0.8104153765830086, -2.287519969194103], [0.8788787069849248, 1.2644467687632368, 1.1124814184589071], [1.4817619030273386, -1.6807903724634137, 1.045128210465332], [1.4386709406379385, -3.9955256863245063, 1.6918525688059072], [-0.4619063230143986, 2.4986557111461494, -2.199629496646216], [-0.7873282996220379, 1.5601296067911739, 0.704684890019826], [3.708641435665805, 3.5954046135993463, -1.0533934187086846], [-4.460567237859337, -1.7195969561831217, 1.224733874171094], [0.7870941331765285, -1.4958639267457974, -0.04086295538869028], [1.1079758825906787, 0.4733284418564716, -0.6315035393824597], [-0.890756149471044, 0.09187563853720558, 1.1962826510416937], [-0.19350777866240657, -0.2807261067833683, -0.5985901445414067], [-0.6352848938358718, -0.6949366276215801, -0.9995221269945342], [-0.4228555990931687, -0.023663256509393545, -0.0037936568646327142], [1.2670486181577867, 0.8356923434510584, 1.011113366047253], [-1.0903006523703715, 0.1029478086357116, 2.030487603922201], [0.23830815610402542, -0.6960727685238668, -1.092000527308144], [0.8178436566044478, 0.21167345749358646, -0.7133186935940733], [0.8491785961461407, -0.3444440975311918, 0.5396539193391996], [0.09183530987159007, 0.6145351449143385, -0.2859449830272691], [-0.716076653952296, -0.11471987622135148, -0.11550173196441364], [-0.131007887072798, -0.7020179943904127, 0.9662661553165323], [-0.20364284933730895, 1.0071282000579345, -0.8699890548868803], [0.3451171092412487, -0.16377904748028232, -0.2174261465049357], [-0.9071044365001308, -0.4830940499173479, -1.2416112039104061], [0.8494561267482259, 0.7503863746350907, 0.3139044566210996], [0.13016055145330635, 0.08248686499697318, 0.5299186661879264], [-0.28845359948518073, 1.687663591280682, 0.8404277093491387], [0.07756243137622222, -0.4935318024051496, 0.7726798875307235], [0.2345363417650599, -0.7586342372158129, -1.1007037135329125], [-2.0364588482826926, 0.21759786856497598, -0.9544971232218527], [-0.24549836690586335, -0.16333283030911705, -0.05313626926019014], [2.385661728356516, -0.12558563293455655, 1.1218350670323132], [0.8760340183135505, -1.3367001264498806, -0.20974678801692243], [-0.4469586982427109, -0.12928979918926373, 0.3692670416798927], [-0.4546992001914961, 1.4270276645973292, -0.30364102804273274], [2.2903733306967924, -1.1013585122972076, -1.2392348481300508], [-0.5048238287774951, 1.3325415038342587, 1.4667015314485534], [-2.1236468214940514, -0.4624180200619934, -0.05605554428087484], [2.0544159455207427, -1.2294432215752291, -0.7044073594177408], [0.1488873624705774, 0.1708075099780924, -0.19165873102601327], [-2.303785864325696, 0.9538379880419001, 0.9796960346080661], [-3.5200160273922703, -1.6227561217179838, -1.297806814417021], [-0.022386442283174882, 0.5559111416394773, 0.9713094067263011], [3.5496467555805333, 1.0746505282621555, 0.5122998093711677], [-2.2867264051287655, -2.256488578748441, 2.71317385731111], [2.8717435686619384, 2.7013094240719635, -1.8916052196567987], [-0.6832109596834763, -0.27738186302824047, -1.1905715916206574], [0.4443915401734219, -1.1542584469040593, 3.401584179368028], [-1.2672784481876385, -0.48462480464447466, -1.5494403421952323], [0.6265383434545274, 1.4383890736201959, -1.9888146494528312], [2.565826789682106, -1.3904153072003578, 3.8690324415928177], [-0.27782808019940575, 0.401091128907761, 0.5495452834541459], [-2.173784459327023, 0.7538294886672113, -3.920614105839764], [-1.4573565557064627, -0.007778445585789046, -0.8341442430613013], [1.977644042718898, 0.2649068624645064, 0.5645796365389852], [-0.28452740874880533, -0.03599767047750874, 0.5606725260315032], [-0.08244523540666039, -2.0079816066593468, 0.5622423084995481], [0.3566450366253667, 0.5583351979920661, -1.2031688791059352], [-0.22177513776792546, 1.3046279962463987, 0.6788268434536602], [1.7604113003522903, -0.3929581813419646, -0.8582156863765431], [-2.430244417732124, 0.1141270882009599, 0.5945919693051154], [0.3846296614300111, 0.2112601970814188, 0.43687219542317346], [-1.9934112500498686, -1.535216898838361, 0.007965431828944013], [2.6137225006201072, 1.5612137107055695, -0.043299717439155755], [-0.5789635272751872, -0.198036731175186, -0.13371554500939267], [2.093226865656108, 0.6950710565069652, 1.9710440180880568], [-0.4377438149703476, -0.26820860934618995, -0.6086636381139714], [-1.8866790514697849, -0.5206040453554386, -1.720381847417144], [-2.330337737397075, -0.9979610173578046, -0.06072933307661752], [0.4773959997432842, 0.05198972096032526, -0.07637078435351848], [1.8187360909467785, 0.895756036724237, 0.09597832139084461], [-1.3669466256615201, 1.8302579473489755, 1.743694417992309], [0.027432859276373643, -0.3402160922650487, -0.531679250944905], [1.3435256446949158, -1.7210106276874935, -1.699449969037992], [-0.5916952436458501, 2.1188984463489984, -1.1086740455115496], [0.23485723652372106, -0.16412335888349439, 0.7801298496304507], [0.4795555347407604, -1.6547935605962052, -0.10088410842426797], [-0.5080587948580518, -1.7917852676349015, -1.0984921415475453], [-0.2893187144088685, 1.2426996442404594, 0.11660925252336027], [0.48453807633132295, 0.33801362675256236, 0.6215081012917315], [0.1406564119109196, 0.3999653954030525, -1.5991746933720488], [0.23484379363518254, -0.49593417667945044, 1.536951465101394], [-0.19154598421891614, -0.33096088032706983, 0.06902576351270483], [1.7000310487361083, 2.1636459195195945, -1.234711966599192], [-0.49737820309342545, -0.6089151502221112, 0.16907251007349355], [-1.1614265419860437, -1.5588677098348174, 0.8332769599297848], [-2.5628693542036345, -0.30794969064010697, -3.648070381760689], [2.0601920511766427, 0.4386110981018641, 2.7692003476070792], [0.4589228690419817, 0.10231078917561269, 0.6898933762118113], [1.5592102866717663, -0.08736229712079345, -1.0402714249288394], [-0.346836931691046, 0.298818500189935, 0.25405238043201106], [-1.121245314502882, -0.38252259706199165, 0.6567024507686731], [1.1268956641047123, -4.734845528201445, -1.8877588189685228], [-0.04143544898380436, 1.0522832963003437, -0.624391817704024], [-0.9219956878682701, 3.547318100372411, 2.537288838239554], [-0.37836050531384374, -0.011671896383949712, -0.1280148929859344], [0.1471913903068968, 0.29061053263326236, 0.2785062956082517], [0.2104193660854135, -0.29977337891773476, -0.13838846652200384], [3.620395377033996, -0.253458725128488, 2.9455710452322843], [-1.8829584068355785, -0.4657397144557018, -2.9411782561711535], [-1.5090986673327402, 0.6497425036382527, 0.08244436812352887], [1.2163429098736716, 1.0825818324998742, -1.4412597807855154], [-1.890022427941781, -0.7437820135885921, 0.4396648471066567], [0.5646576920208217, -1.5969978127119422, 1.2293044562741864], [0.051853557508677164, 0.2053748137509475, -0.7240773408405362], [-0.5023303897743849, -0.1535537793597022, 0.6450331562341178], [-0.08356880070354007, 0.008029393959893358, 0.33428040651294944], [-3.4302218683707046, 0.6170112382548182, 0.2972500186465873], [2.840629786318782, -1.5747433275572276, -0.20693158697201972], [0.5032930740503683, 1.1238471638974317, -0.007881088544404028], [-0.7221302902102814, 0.23162617321725618, -0.21663778613838716], [0.35008664158483854, 0.2464593166155837, 0.09137391524562326], [0.48955097283148863, -0.34427974737776945, 0.2214551102923958], [0.9270389392780388, 0.20878020096684724, -0.5467179404454019], [-0.8770357303304522, 0.01970597367275326, 0.44580954809345147], [0.31477520888514227, -0.10994461529922135, 0.20029513644965508], [-1.1288080234097062, 1.8513069089508825, 1.7418384320908638], [0.7963783990994131, -1.2091791512073449, -1.3527882285395125], [0.3274770039877678, -0.057383354755226684, -0.2589885223750375], [0.6055457552561694, -0.39650710391613025, 1.7985283939824428], [-0.37901443679500724, 0.38146017522588394, -0.5013677054984016], [-0.334428278286873, -0.32946308235894073, -0.8998149217797343], [1.2817100394960736, 3.2175076711192983, 0.25431213172990025], [-1.3259891797756511, -2.9813594836543147, -0.4934841018329162], [0.07979134902421975, -0.01745728196935715, 0.09868944845996534], [1.0633715111367825, -2.146066090443754, 3.6989408738397915], [-1.4034722547453398, 2.028410460822219, -2.830976925065003], [0.6841649711281446, 0.13313056253718475, -0.9822285013520944], [-0.03968822038705112, -1.916105968122141, 1.8681972479371671], [-2.8033366116635703, 1.5414353188913348, -0.29812510732628755], [2.8934299833655097, 0.22035669620633014, -1.6336318521872015], [-1.3614697326859933, -0.5064413118177734, 1.1389899273737105], [2.1303682657633045, 0.14701663275589624, -1.100179007238345], [-0.6467200219249176, 0.25709784514833145, 0.12546898335336756], [-0.41619052822746405, -1.126670170490518, -2.914747802738186], [-0.3968952131174839, -1.7415478922418055, 0.21703977186984508], [0.9470905252787014, 2.9392095234626106, 2.7269116221143324], [0.19524538041639997, 2.303287176525074, -2.7434507114323528], [1.0294520678631705, -0.7535866493903867, 2.44731254976037], [-1.0137499067670634, -0.5802731248037771, -0.24282540029452937], [0.5993620265284564, 0.042931555749826975, -0.6975601590944176], [-0.2839901268488308, -0.06880807544669418, 0.7118703307644407], [-0.5573161403125342, -0.13503121351990327, -0.0024208127136768815], [-0.21422760631590268, 0.5483484327326531, -2.103330714138276], [0.2218015899034367, -0.0993893459470992, 0.043249718566623824], [-0.34844314005061466, -0.15100006417895173, 1.5747173090632822], [1.1820331891908769, -0.8891776941716839, 0.6061051528759975], [-0.8370583143831969, 0.7132363016965793, -0.14301585567021038], [-0.22758463382438904, 0.23823313611314922, -0.48759524936991877], [1.6833098299604692, -2.2357041385016467, -0.05620081420540386], [-1.59267874271699, 2.2391299068711374, -0.152874263026159], [-0.06168074267189118, -0.10214643902219031, 0.05930005047587826], [-0.2762713069783335, -1.1602643825898116, 1.5044153384225507], [-0.4354108233465681, -0.2484401912879675, -0.09213365526883174], [0.4822657945267496, 1.505607852728386, -1.079507313798648], [-0.9578274904468763, -0.7749825242449, 2.206333595252839], [1.0686922931486367, 0.994526576156999, -2.1405111419863907], [-0.06339666234759667, -0.4271690317477663, -0.1545763061717602], [-1.077356451632487, -2.8047979837401757, -0.2873950804231648], [-0.07414837132900733, 0.1679155543760505, -0.1536539505613924], [0.7185354016301454, 1.9362919830081888, 0.13151915047882703], [-1.027379261178846, -1.6372224043516799, 0.3185574306216859], [0.17572327076752822, 0.19277926083193267, -0.09199835910031516], [1.092663998903754, 1.292464350326879, -0.22412113863867772], [0.3355384006952141, -1.0246082915736505, -0.9027636844268907], [-0.126998437155797, 0.8740609491893505, 0.34504122196724096], [0.010461516045605216, 0.1039330422731144, 0.7468868871994214], [-0.2958532591632799, 1.3058985660340703, -0.3147474558249337], [0.026126730880309725, -0.7839979323970144, -0.14558735015515695], [0.3225282864393344, -0.2564747022183368, 0.40729090237340704], [1.5050744736025032, -2.2814186323638843, -1.050605103440859], [-1.7616124874894408, 1.79864114078954, 1.7055079417116354], [0.1727853491595159, 0.9960529944684682, -0.42638457415530956], [1.7228752864202543, 1.550827995205659, 0.867456588142852], [0.267937583367591, -1.2876249104530166, 0.2306903747183498], [-2.0692204685757303, -0.45484663832385397, -0.38065793832923106], [0.47390952155458765, -0.1395536614091963, 2.9256148603760885], [-0.785467977304935, 0.18219363657020743, -1.2474089916445943], [0.09442328273603544, -0.14696633033426826, -1.6805431967709312], [0.9685601191993936, -1.0291875465080578, 0.5916995800615077], [-0.5940715994262055, 0.14139490349740597, -0.3324452354066604], [-0.4695470874030594, 0.7279367507757848, -0.4960599327335203]]
null
[]
null
null
null
-26.347948
null
5.271678
1.876221
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:14:40
6246176423129715897139653981938790297140312475585787523531624426656160588084307792966669593819240555452224465036700417439214850272292745084736948656828594
PO_6246176423129715897139653
null
null
null
[ "water_90k_train_51877" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:47
4969669042003933716774909935215163048064864943728452739934533158189481643544586230348323621549228215129375375113351041498272443305251367959120869028244575
CO_4969669042003933716774909
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 12.381260169470215, 0.167307, 4.99468 ], [ 0.473998, 0.686127, 5.68507 ], [ 11.870227769470215, 11.829022769470214, 5.45332 ], [ 8.380587769470214, 11.303747769470215, 7.058187769470215 ], [ 8.979857769470215, 10.725887769470216, 7.611347769470215 ], [ 8.767487769470215, 12.216869769470215, 7.039247769470215 ], [ 7.789107769470215, 3.09305, 0.527154 ], [ 7.353717769470215, 3.92825, 0.921857 ], [ 7.177537769470215, 2.70634, 12.232224769470214 ], [ 11.263157769470215, 10.619487769470215, 6.22901 ], [ 11.281877769470215, 9.694187769470215, 5.76693 ], [ 11.031447769470216, 10.586347769470215, 7.258737769470215 ], [ 4.85986, 5.32989, 5.79113 ], [ 3.97551, 5.80982, 5.91524 ], [ 4.87159, 4.40796, 6.26529 ], [ 8.756577769470216, 11.577157769470215, 4.12076 ], [ 8.264417769470214, 12.378392569470215, 3.7992 ], [ 8.669727769470216, 11.413047769470214, 5.12843 ], [ 7.157637769470215, 9.442657769470214, 9.482537769470214 ], [ 7.042997769470215, 10.298497769470215, 8.999777769470215 ], [ 6.873927769470215, 9.541967769470215, 10.434957769470214 ], [ 11.430227769470214, 8.301627769470215, 5.00794 ], [ 10.739097769470215, 7.927357769470214, 5.68133 ], [ 12.247408769470216, 7.686577769470214, 4.88277 ], [ 2.53739, 6.35686, 6.579847769470215 ], [ 2.03535, 6.491937769470215, 5.67084 ], [ 2.9335, 7.167077769470215, 7.004157769470215 ], [ 11.147967769470215, 4.65734, 7.9794377694702145 ], [ 11.088137769470215, 4.3736, 8.929477769470214 ], [ 12.099950769470215, 4.70911, 7.622287769470215 ], [ 3.14926, 10.141377769470214, 9.802847769470215 ], [ 3.54652, 10.172257769470214, 10.728097769470216 ], [ 2.51263, 10.931547769470214, 9.690317769470216 ], [ 6.495927769470215, 9.567537769470215, 5.96712 ], [ 5.67444, 9.986127769470215, 5.54891 ], [ 7.099767769470215, 10.229637769470216, 6.49272 ], [ 3.96829, 9.914977769470216, 4.60402 ], [ 4.17488, 9.053347769470214, 4.06073 ], [ 3.23773, 10.407537769470215, 4.10035 ], [ 4.77386, 6.620947769470215, 11.194247769470214 ], [ 5.23505, 6.887797769470215, 10.330417769470214 ], [ 4.3274, 7.380367769470215, 11.647591769470214 ], [ 1.21039, 9.353357769470215, 1.04471 ], [ 0.81103, 8.513977769470214, 1.43425 ], [ 2.14721, 9.202947769470214, 0.591157 ], [ 12.393396969470215, 10.467707769470215, 11.240257769470215 ], [ 11.611679769470214, 11.054027769470215, 11.487532769470215 ], [ 0.473254, 10.144087769470215, 12.048692769470215 ], [ 1.35849, 5.82884, 10.290317769470215 ], [ 0.881232, 6.735777769470215, 10.158487769470215 ], [ 2.29883, 6.0068877694702145, 10.358347769470214 ], [ 12.016785769470214, 7.790707769470215, 10.619817769470215 ], [ 12.129372769470216, 8.749257769470216, 10.937017769470215 ], [ 11.109227769470214, 7.734877769470215, 10.171177769470216 ], [ 10.408537769470215, 6.569687769470215, 0.0737725 ], [ 10.156017769470214, 6.777677769470215, 11.548443769470214 ], [ 10.363527769470215, 5.54433, 0.264821 ], [ 9.363307769470214, 1.24469, 6.724197769470215 ], [ 9.639737769470216, 1.6667, 5.88515 ], [ 9.572937769470215, 1.7757, 7.567187769470215 ], [ 7.014487769470215, 8.843827769470215, 2.81362 ], [ 6.929117769470214, 9.175287769470215, 3.74587 ], [ 7.989547769470215, 8.836157769470216, 2.4636 ], [ 3.48854, 3.64871, 10.711817769470215 ], [ 3.74091, 4.07881, 11.592105769470216 ], [ 2.74391, 4.10431, 10.263637769470215 ], [ 2.94758, 0.409957, 1.64874 ], [ 2.52835, 12.098805769470214, 2.21658 ], [ 3.57913, 0.0540266, 0.94238 ], [ 10.468867769470215, 10.691827769470216, 8.845087769470215 ], [ 11.123237769470215, 10.334287769470215, 9.542497769470215 ], [ 9.735077769470214, 11.197867769470214, 9.356177769470214 ], [ 3.86977, 8.514087769470216, 7.2482777694702145 ], [ 3.6118, 9.032157769470215, 8.063537769470216 ], [ 4.45781, 9.081567769470215, 6.642847769470215 ], [ 2.26538, 0.622414, 10.299537769470215 ], [ 1.31826, 0.379562, 10.063337769470214 ], [ 2.10199, 1.35865, 10.932907769470216 ], [ 10.408677769470215, 3.8479, 0.477566 ], [ 11.008377769470215, 3.54391, 1.22212 ], [ 9.439657769470216, 3.53675, 0.599781 ], [ 4.43409, 4.55354, 0.551386 ], [ 5.11241, 4.67706, 1.31987 ], [ 4.50303, 5.35233, 12.357523269470216 ], [ 8.726367769470215, 5.61666, 3.1026 ], [ 8.686737769470215, 5.87564, 4.0776 ], [ 8.876767769470215, 6.475047769470215, 2.57866 ], [ 12.326815769470215, 0.308718, 8.927777769470215 ], [ 11.695646769470216, 1.10286, 8.884317769470215 ], [ 11.913097769470214, 11.908000769470215, 8.624077769470215 ], [ 11.514082769470214, 4.39835, 3.03709 ], [ 11.080527769470216, 3.64356, 3.59823 ], [ 10.917217769470215, 5.21717, 3.06942 ], [ 10.653417769470215, 10.073087769470215, 3.05988 ], [ 9.973987769470215, 10.664917769470215, 3.53127 ], [ 11.114437769470214, 9.474957769470215, 3.75461 ], [ 1.43637, 7.252247769470215, 4.31334 ], [ 1.46813, 6.671667769470215, 3.49942 ], [ 1.86818, 8.201217769470215, 4.14644 ], [ 0.276703, 6.807427769470215, 1.68302 ], [ 0.685936, 5.89304, 1.59236 ], [ 11.943031769470215, 6.834367769470215, 1.03862 ], [ 6.01215, 2.56306, 10.635727769470215 ], [ 6.637117769470215, 3.17799, 10.065687769470214 ], [ 5.08441, 2.97488, 10.775447769470215 ], [ 4.7135, 0.0739028, 11.995417769470215 ], [ 3.9966, 12.402102269470214, 11.308737769470214 ], [ 5.3411, 0.840993, 11.771534769470215 ], [ 9.377197769470214, 7.668237769470215, 10.030197769470215 ], [ 9.493957769470214, 7.507667769470215, 9.044517769470215 ], [ 8.529307769470215, 8.043307769470214, 10.365807769470216 ], [ 5.37987, 3.13805, 7.109897769470215 ], [ 4.88848, 2.32258, 7.494427769470215 ], [ 6.108767769470215, 3.45721, 7.698247769470215 ], [ 6.00194, 10.399047769470215, 11.886480769470214 ], [ 5.53406, 11.320237769470214, 11.753381769470215 ], [ 6.883407769470215, 10.625667769470216, 12.405892469470215 ], [ 9.767527769470215, 7.128637769470215, 7.023277769470215 ], [ 8.988747769470216, 6.968697769470215, 6.381657769470215 ], [ 10.327387769470215, 6.257257769470215, 7.196157769470215 ], [ 2.00631, 10.943097769470215, 2.96629 ], [ 1.52969, 10.358077769470215, 2.29434 ], [ 1.39778, 11.288057769470214, 3.70394 ], [ 6.2537677694702145, 7.041787769470215, 8.776047769470214 ], [ 6.724717769470215, 7.930297769470215, 8.907047769470214 ], [ 5.455327769470215, 7.083947769470215, 8.123627769470215 ], [ 4.48304, 7.987577769470215, 2.58703 ], [ 4.537, 7.130237769470215, 3.11469 ], [ 5.42365, 8.299257769470215, 2.35611 ], [ 10.297247769470214, 2.2812, 4.48453 ], [ 9.475127769470214, 2.16939, 3.85032 ], [ 10.871667769470214, 1.44018, 4.59222 ], [ 11.691806769470215, 3.94766, 10.513427769470216 ], [ 11.463977769470215, 3.58887, 11.423207769470215 ], [ 0.0458333, 4.58158, 10.493157769470216 ], [ 9.453467769470215, 8.000087769470216, 2.10662 ], [ 9.946197769470215, 8.857637769470214, 2.45289 ], [ 9.924397769470215, 7.561637769470215, 1.32216 ], [ 2.77321, 1.24779, 4.16338 ], [ 2.75415, 0.867368, 3.20467 ], [ 2.41798, 2.19141, 4.21848 ], [ 5.32284, 2.73536, 4.2732 ], [ 5.57992, 2.84761, 5.25206 ], [ 4.58511, 2.01048, 4.2227 ], [ 6.146677769470215, 4.60907, 2.52855 ], [ 6.9868277694702146, 4.83779, 3.02835 ], [ 5.45742, 4.09687, 3.13753 ], [ 3.70213, 8.868667769470214, 0.111019 ], [ 3.89679, 8.511567769470215, 1.04218 ], [ 4.45862, 9.405427769470215, 12.181103769470214 ], [ 8.107247769470215, 11.955795769470214, 0.602583 ], [ 7.344517769470215, 12.298638769470214, 1.23441 ], [ 9.035817769470215, 12.025504769470215, 1.0539 ], [ 5.98699, 12.123110769470214, 8.562927769470214 ], [ 5.21066, 0.306979, 8.436787769470214 ], [ 6.86577, 0.0316104, 8.100187769470214 ], [ 0.308885, 1.82257, 1.21936 ], [ 0.461294, 2.79382, 1.42264 ], [ 1.22309, 1.41196, 1.24587 ], [ 7.811747769470215, 1.58346, 3.3289 ], [ 7.030047769470215, 2.11851, 3.80753 ], [ 8.033827769470214, 1.99888, 2.40168 ], [ 1.92935, 4.43531, 1.74751 ], [ 1.95412, 4.2168, 2.73545 ], [ 2.86005, 4.39952, 1.35349 ], [ 1.60756, 3.95354, 7.0531777694702145 ], [ 2.15291, 3.21873, 7.450197769470215 ], [ 2.05326, 4.86655, 7.072077769470215 ], [ 7.253387769470215, 7.003577769470215, 5.60599 ], [ 7.055767769470215, 7.961817769470215, 5.79654 ], [ 6.414207769470215, 6.429107769470215, 5.50658 ], [ 8.749307769470215, 12.078336769470216, 10.307177769470215 ], [ 8.734167769470215, 11.870482769470215, 11.280187769470215 ], [ 8.092627769470216, 0.38109, 10.105417769470215 ], [ 1.62205, 3.64104, 4.35374 ], [ 1.63664, 3.67529, 5.40132 ], [ 0.720933, 3.90843, 4.07328 ], [ 9.739737769470215, 2.12069, 9.340457769470214 ], [ 10.309327769470215, 2.70095, 9.994307769470215 ], [ 9.590137769470214, 1.20303, 9.776337769470215 ], [ 2.76494, 11.871111769470215, 6.193587769470215 ], [ 3.07352, 11.023997769470215, 5.740387769470215 ], [ 2.52098, 0.160214, 5.51096 ], [ 3.5744, 1.33813, 8.118957769470214 ], [ 3.22385, 0.697001, 7.427807769470215 ], [ 3.19112, 1.16457, 9.077317769470215 ], [ 11.002137769470215, 11.852883769470214, 0.873405 ], [ 10.904247769470215, 11.135557769470214, 1.61788 ], [ 11.649634769470214, 0.12682, 1.20113 ], [ 7.625987769470215, 4.12183, 8.728787769470214 ], [ 8.616127769470214, 3.90604, 8.848487769470214 ], [ 7.544297769470215, 5.06678, 8.427657769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
11308302061712698414705009203045829266154397291697988370149265276779307757974480898282213618872533269404146411418515237915654344282022929781309140336164777
1
DLPOLY
NPT-PME-SHAKE
null
[[-0.5024691550754276, -0.4943123572235145, 0.582176811277456], [-0.1028801605514533, -0.11691627075191711, -0.20494811045024136], [0.5980524289998664, 0.8044224501442292, -0.5696012058704661], [-2.2989984614397247, -2.073140588330185, -0.6770142217087906], [0.9803941975289369, -1.2160176786993528, 0.8985703704860081], [1.0874212723737366, 2.9831981238931298, -0.5095938860008361], [-1.1623545349367663, -0.30075210793165114, -0.7390379748591965], [0.1373715770503007, -0.24894061365485254, 0.11120521133088065], [0.8879331428779575, 0.49530539640910093, 0.8411258722700095], [-0.6533937656219374, -0.48527093057745446, 2.6396325841741644], [0.053531750368161685, 0.8031648896035302, 0.7719080055436738], [0.5515400346566339, -0.28413799862275435, -3.1234985160785618], [0.864807038176069, -0.7363493971514953, -0.18902869492968935], [-0.5786339596852109, 0.06118986041945281, 0.42609620251408037], [0.14889169888623502, 1.209552082953897, -0.4109491026221438], [1.3125723097310902, -2.520671693439697, 1.1276718825074197], [-1.2310390225372194, 2.209117574105007, -0.41100851151665274], [-0.11692927999888987, 0.3857987590912954, -0.45939120193300065], [0.9739676295243993, -2.3672059433178436, -0.3543953041822127], [-0.4849717178970812, 2.2888599216322962, -1.2637399330110508], [-0.7657459588942487, 0.42111539548978083, 1.7159760491090401], [-0.4957520472218319, -0.8230516918092047, 0.6847807421515213], [1.033072974937252, 0.1611906409742712, -0.7088391762197903], [-0.625909563184178, 0.45574427636497356, 0.07736989452102554], [-2.1577744127192275, -3.084960790129624, -2.494033092055166], [1.1005779574788426, 0.7257555337000207, 2.0173872922206435], [0.8519972663235695, 2.6005267877740827, 0.4334811183789437], [-0.46200606057452304, 1.3336689719052301, -3.2165840145842335], [0.5038004346823055, -0.7266878630664009, 2.4279634630962352], [0.05977705619821235, -0.34747958849149974, 0.40255553647532666], [-0.5591591169670068, 0.706172280590377, -0.3812190705153223], [0.2749634440160066, -0.41275435246039555, 0.35675431429993776], [0.23654496949765227, -0.46626875716592686, -0.26431450808568063], [1.2908902314431765, 0.3149126732614876, 0.7944530305474464], [-0.3287662203627672, 0.6262478036054694, -0.17361447183324574], [-1.0486580528106044, -0.7017578094509578, -0.8888871543226259], [0.3982724587303322, -2.103230976578152, -0.9827358619840316], [0.012589655393720525, 1.5585424786604987, 0.9840367866813063], [-0.19873576137918833, 0.5469521068909113, -0.3879387802183125], [0.5960273228877753, -2.40763001007783, -0.5175598815638156], [0.3647779841911631, 0.0888783080346844, -0.3878932478539079], [-1.0914021019473974, 2.2148589884356467, 0.9673068950743522], [2.4205395194904535, 1.1939193045083112, -1.6484580573204766], [-0.31939088971107327, -1.4482240643315936, 0.17018436704809778], [-2.2966611334002875, -0.07091167068218757, 1.0990125114264553], [0.20398802802365254, -0.661077894167174, -1.3070997531712207], [-0.424195117889796, 0.6110833580509026, 0.8631852187201329], [0.0984123514994458, 0.008176094901589383, 0.6430991148508359], [-4.52383554230347, 0.04540227193489132, -0.7949950825046442], [-0.29332296062708035, -1.1615999986123469, 0.4959818772516838], [4.940304902057716, 0.7217877133733325, 0.45482929266122357], [0.32318351884519514, 0.8042143021926652, -0.575993082549743], [0.5761578663447312, 0.18852350250558098, 0.2579989523219771], [-0.5133969225325361, -0.5065930863657888, -0.07857021437504445], [-0.33237108269891574, -2.1094450602154677, 0.628268573301903], [0.13161715347268838, 0.01065986369778305, 0.24854209705592067], [0.11786507849779623, 1.8092350042410144, -0.5612839606392224], [-1.544548865333479, -2.3990525799071314, 3.6170216456523963], [1.2809338210933665, 2.214594467080534, -3.0257513707409895], [0.16705997956680943, 0.5035445861585082, -0.0338306768451015], [0.7427976472343208, -0.36740455115496096, -2.5889832492935976], [0.2569304595039487, 0.7016320533968878, 1.9709833082688508], [-1.2595986560580594, -0.35548851456948927, 0.6867061107034881], [2.0009349312157747, -2.212213774884521, 0.19034479708176572], [0.14469448217126069, 0.2842147531798936, 0.9433568713975227], [-2.411866688175288, 1.5139294343752872, -1.2759989800750373], [-0.8486885811768339, 0.7620686784166185, 0.3874136402821793], [0.4232445755776539, -0.11284437644944693, -0.6501501267100656], [0.579319113359109, -0.12525216257048843, -0.47250885929718844], [0.2828969164615542, -0.06002943558948367, 0.7791671653544673], [0.04097947487740953, -0.17857446406238886, -0.4399467141243996], [-0.06484459153566355, -0.08062871088769898, -0.2821055206040453], [0.6821745563413141, -0.5698006809907149, -1.0665501038137908], [-0.5223863121907052, 0.9762008835880545, 1.5877872658552366], [-0.06713855541852481, -0.16521526834607372, 0.030736991186668814], [0.36114970521046363, -1.2550454196175975, -0.2991753871985541], [-1.0395472435140232, -1.1754244917287207, -1.4188621939141008], [0.7642498954923825, 2.353099583183727, 1.9601335962935789], [-0.9037653964437923, 0.3234549784653598, -1.1173859045676333], [0.6010792471288592, -0.32275204548726566, 1.1764652314865405], [0.17258327218987254, -0.026239867964816057, -0.06116514285020459], [0.22068366194691186, 0.7848435334502432, 0.47693200326792284], [-0.3380092903369048, -0.39655697269619244, -0.467430916562159], [0.21781338842315787, 0.014934181883149208, -0.06448900545174176], [0.06063219736588767, -0.23149217797343685, 0.314712764499673], [-0.2670043867180792, -0.17999030377458963, 0.5878011423853408], [0.05856242617252343, 0.35235935703097765, -0.5789505180282144], [1.474667527011533, 2.5882417222161513, 1.0795116502143056], [-0.09520643940379489, -0.09174164329338629, -0.16962627035296687], [-1.355528843235105, -2.16431806394652, -0.8653924542898425], [-0.6058839956774609, -1.503925323453244, 1.3400044751809586], [0.6415900422019972, 0.8310263602034994, -0.7079588838413011], [-0.06771486505941757, 0.2623874049674509, -0.2527323755058429], [1.017171338720896, -0.3908662944287466, -0.009201006742259064], [-0.6537536881215168, 0.6534978395977193, 0.23864032554339623], [-0.1071506626910408, 0.08134725496216043, -0.30200923483078435], [1.659004220199718, 4.05233273143884, 0.9784688289769702], [-0.18828456600284815, -0.7056215558018639, -1.5397614624475076], [-1.5595094993521394, -3.394077843864752, 0.4533158835967272], [0.16937085547073527, 0.7125511480226812, 0.21145273393661548], [0.8838352300815419, -1.1161153347799615, 0.19490236993788518], [-0.9132794923965288, 0.399887339921216, -0.6157927054550374], [1.6838388726706943, 1.1194500384206427, -0.7124774289565022], [-1.6101414885700756, -1.2666670135799194, 1.094485293479939], [0.1321626745624123, 0.037418280246932854, -0.41151673943172135], [0.6889567104297735, 0.6836185827552891, 1.1557761923842134], [-1.320638042854194, 0.22424646105118184, -1.3842922882918511], [-0.0666680543196771, 0.40774709330058473, -0.29024714100115695], [3.763462402408966, -1.5060328214628291, 1.278795968174178], [-0.9404384636599695, 0.19453594281481945, -1.4725990567428662], [-2.742180141644681, 1.1650040849035495, -0.20976760281207882], [-2.059172993497111, -1.6073488368865922, -1.8333064475562564], [0.006435587749105398, 0.5795099156480426, 0.1311774409250095], [2.070543075351293, 0.7919075545564455, 1.8422828279674526], [2.577092797560506, 1.4064687179647293, 1.216607431228784], [0.09312929630381274, -1.5786114103237914, 0.22501530754727128], [-2.0900786278887034, -1.0859121997248977, -1.2902484419258542], [1.727376485872825, -2.3152903750652634, 0.11911526713187733], [-0.2003246240761266, -0.008480901558160874, 0.3446730602779122], [-1.6366413246535636, 2.130489685401717, -0.28762100767892484], [0.7118269666078648, 0.4174797446024634, 1.9439023924872465], [-0.7717865859052614, -0.8063825100214567, -0.991534449353267], [-0.5722030552650157, 0.06613467519379441, -0.028081066688869116], [-1.614712070673168, -1.3277801194422327, -0.7670685656698114], [0.11721461614915882, 0.9127634589332764, -0.08498854318983266], [1.2827247607599481, 0.2938424632228588, 0.7798566554440228], [-0.735759644622064, 0.1941482672550315, -0.062486448701070056], [-0.0031932584347620957, -0.6860383026922202, 0.22355870552788923], [0.7353303394719634, 0.31507138607455515, 0.06163564394905231], [-1.1789673433209658, 0.10835271711132273, -1.5874143341086844], [1.7416172748923267, -0.28548705753382836, 1.5436208723827562], [-0.2121010280774241, 0.11835899624119492, -0.38588722197071007], [-0.2170354354541875, -0.3798960300981938, -1.9533167508798588], [-0.13337990643749578, 0.11973450728778016, 1.6114424132673504], [0.2827733286153131, 0.3355245241651099, 0.40686159722330634], [0.24637388922712933, 1.8911368867657796, 1.3079063264835311], [-0.6527649853515879, -1.7484601387999923, -0.8846634854721402], [0.4324846100608312, -0.2535909858060443, -0.7915172771472629], [0.7823761129410786, -1.6811633042099658, -0.18459687812763978], [0.13624540990402645, 0.8307184746918109, 0.6375224843151845], [-0.6518673473104684, 1.1669251170398587, -0.23846253250143534], [-1.1423636587553099, -1.870278727452807, 0.3490242197487307], [0.05564315115183873, 0.41035891645114675, 0.15278406558048127], [0.9347577591485361, 1.183984576236789, -0.29299382667866986], [-3.1665200958174404, -1.3914994111147538, 0.6987917011411711], [1.2608865715083615, 0.46528439081165557, 0.5800779860991859], [2.2805340035697372, 1.1089949402702108, -1.3033791085370148], [-1.840656672095859, -0.7877142406155628, -0.1408237975553023], [0.4136962219412225, -0.1348586241767315, 0.6373880554297995], [1.8418491864016941, 0.9789501711149617, -0.29225099867652593], [-1.071931595644851, 0.9748479219028885, 2.421992218735744], [2.290750598859002, -0.9476846142237902, -1.7216957813613918], [-1.1652512605960317, -0.14125180178070573, -0.7943055924150886], [3.9132118443122708, 0.6053722986298661, -1.2580895834092205], [-0.8836400913769507, 0.5988503294808616, -0.13096062014213036], [-3.0520127039633103, -1.2982751473080398, 1.387496899462805], [-0.4196535897716096, -0.13791883270628763, -0.06255106129436803], [-0.3555496580302612, 1.2791905819990181, 0.21357367483473919], [1.0416850964332114, -1.2062564070541342, -0.06146392188901204], [-2.115793572738169, 2.921972271223719, -0.3434137651709502], [2.5684936853115197, -1.964027697554088, -1.8369230182146803], [-0.6880200446477356, -0.723236076202965, 1.7052997937600713], [-0.734658195045038, 0.2521022943107961, -0.30306038198618246], [-0.05811750992605544, -0.30551392596524274, 0.7247017846952281], [0.7731308747591121, -0.014614414592559057, -0.5469304248126236], [-1.8472566967267001, 0.0027469241803740763, -0.923721581299988], [1.2189924598404547, -1.024074912447768, 0.9091685703531404], [0.5215884117097099, 0.6673570240393538, 0.11440938886026854], [1.0497291474780273, -2.8206692650469285, -0.6954613339161476], [-0.8470580888895827, 2.2251926669476667, 0.48908263994046963], [-0.007457811012067377, 0.21873617767509146, 0.2658179433941646], [0.32189820524428764, 0.8890432652862988, -2.1848379828382014], [-0.15782861791494726, -0.5508722266453662, 2.4303007911356724], [-0.45060128739508043, -0.052528303784997045, -0.06804356536626234], [2.6405042037213384, -0.5406729770187315, 3.691252408878898], [0.2755219743527032, -0.01851558421059022, -2.2099545023269207], [-3.2156560216335106, 0.8956953269050307, -1.474324950174584], [1.5375715725404284, 0.207562535450198, 2.3851456948932634], [-1.140772194208977, -0.8236240986760056, -1.7234346840400823], [-0.03948228400747251, 0.6234898432472468, -0.5956110269846473], [-0.6852664207051705, 1.5032401697793458, 0.0862218198028492], [0.44696737107402607, -0.611391243562591, -0.20806295781708306], [0.5372558814805564, -0.6614725079920141, 0.30198885367719375], [0.47341950658528076, 0.936349223694869, 2.4017064662895717], [-0.6981585844551641, -1.2509778617307847, -0.7098625703149799], [0.4000490882252438, 0.05171956226485786, -2.0963534213452255], [-0.07901859975403851, -1.0292916204838398, 1.839928154265385], [0.1012860941557259, 0.8831934405642198, -1.2441523434857495], [-0.12539743249501745, 0.24279504538492627, -0.4546558360349203], [0.686467607842321, -1.6954257753077555, 0.569778998912427], [-0.4246461051181847, -0.39220017588501904, -0.008601237092658795], [-0.6287585882712098, 1.9960954913419124, -0.48158497726850913]]
null
[]
null
null
null
-26.266889
null
5.013428
1.757837
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:17:22
6933718764405889358313069313695773395074669096863787227429334992711151902835643602805454819433462110124075507638546595871244182026938374438920743571772249
PO_6933718764405889358313069
null
null
null
[ "water_90k_train_75894" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:54
8427194693913393644073297264193995982104392657269509792914853505381515349205252412690228541430195130567330078231942439408717268483825917149834075115782009
CO_8427194693913393644073297
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 11.511000000000024, 371.007, 24.741000000000014 ], [ 12.483000000000004, 371.591, 25.473000000000013 ], [ 13.821000000000026, 371.257, 25.220000000000027 ], [ 14.076000000000022, 370.31500000000005, 24.223000000000013 ], [ 13.055000000000007, 369.732, 23.480000000000018 ], [ 11.726000000000028, 370.033, 23.737000000000023 ], [ 10.463000000000022, 371.217, 24.872000000000014 ], [ 12.347000000000008, 372.336, 26.239000000000004 ], [ 14.695000000000022, 371.672, 25.729000000000013 ], [ 15.14500000000001, 370.273, 23.930000000000007 ], [ 13.317000000000007, 369.007, 22.741000000000014 ], [ 10.955000000000013, 369.38, 23.289000000000016 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
6274929536961064903787111432460828610348696279568277048354355643285238315171154715526744159637973938962924503606370558769658912509126180739263535921918216
1
i-PI
DFT-PBE-vdW-TS
null
[[-2.5331688964515977, -1.3367344708618885, -1.4469613000921056], [2.1810887178606553, 0.7363067268214246, 0.8020606647204833], [-0.07022495589865276, -0.6386749301403437, -0.45391260908253583], [1.2784863480962267, 1.1014814930452566, -0.32238162886179494], [0.18309942707276333, -0.20800162355402219, 0.15057651778884432], [0.8327708134942315, -0.22007836770376385, 0.7665298093885133], [-0.4778606553538255, 0.4761303214324742, 0.5480031846636589], [-0.7041041572349626, 0.3144817896560876, 0.2962705090778525], [-0.3484140687200462, 0.24722543984264017, 0.2074227641007228], [-0.49761930780398705, -0.72415504940912, 0.0329481555489642], [0.16721482429711038, -0.5788469644223113, -0.6850586196668591], [-0.011266028693195124, 0.8308725041759683, 0.10450130352654667]]
null
[]
null
null
null
-6,354.020343
null
3.208972
1.20159
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:14:40
7004808213117088115864468311092556505898145282208404394649721951495557842355660627530084080136765338699861816236475799962369009862148311037673707342649302
PO_7004808213117088115864468
null
null
null
[ "benzene_10k_test_8636" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:52
11397654625790411256143927419845087589445139494375498058290674213788011988396255689682678421872203922037516336905888239065870039229070455082457235705510756
CO_1139765462579041125614392
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 11.048167769470215, 6.6242877694702145, 4.68533 ], [ 10.319577769470214, 5.95529, 4.33656 ], [ 11.931912769470214, 6.16471, 4.72227 ], [ 12.263486769470214, 10.698087769470215, 3.63186 ], [ 0.564541, 11.156527769470214, 3.04572 ], [ 12.119981769470215, 11.123657769470215, 4.56243 ], [ 7.0970477694702145, 7.633557769470215, 3.6072 ], [ 7.148177769470215, 8.271467769470215, 2.76777 ], [ 6.4058177694702145, 6.928347769470215, 3.36935 ], [ 0.257561, 3.58829, 0.297216 ], [ 12.055855769470215, 2.86187, 0.379977 ], [ 1.17521, 3.21008, 0.271568 ], [ 4.79147, 6.16853, 2.72984 ], [ 3.96001, 6.540047769470215, 3.19521 ], [ 4.99656, 6.771477769470215, 1.93621 ], [ 4.98171, 6.636617769470215, 9.942507769470215 ], [ 4.88232, 6.303967769470215, 8.936907769470215 ], [ 5.61306, 7.465067769470215, 10.084187769470216 ], [ 9.568047769470216, 9.281067769470216, 11.755590769470215 ], [ 9.815667769470215, 10.221807769470214, 11.558759769470214 ], [ 10.361187769470215, 8.650467769470215, 11.879003769470215 ], [ 1.63608, 12.203139769470216, 1.99691 ], [ 1.17443, 11.766262769470215, 1.21498 ], [ 2.0571, 0.602751, 1.65458 ], [ 1.38432, 1.97409, 4.30478 ], [ 1.42146, 1.23492, 3.62791 ], [ 1.46241, 1.66922, 5.27115 ], [ 3.69093, 5.28023, 11.932132769470215 ], [ 4.24937, 5.83116, 11.268327769470215 ], [ 4.2181, 5.21838, 0.323602 ], [ 0.597049, 7.1537077694702145, 9.238397769470215 ], [ 12.024025769470216, 7.010247769470215, 8.938237769470215 ], [ 1.08754, 7.914927769470215, 8.744087769470216 ], [ 4.64702, 6.16815, 7.334477769470215 ], [ 4.07663, 5.86934, 6.528287769470215 ], [ 4.53382, 7.198847769470214, 7.483957769470215 ], [ 0.271496, 10.700337769470215, 12.251266769470215 ], [ 0.3211, 9.653307769470215, 12.160669769470214 ], [ 11.892586769470215, 10.945677769470215, 0.349002 ], [ 0.80113, 2.73154, 7.778077769470215 ], [ 1.32317, 3.44604, 8.250667769470216 ], [ 0.00206578, 3.15374, 7.259947769470215 ], [ 10.480827769470215, 4.04207, 9.213637769470214 ], [ 9.456847769470215, 4.15628, 9.362267769470215 ], [ 10.715197769470215, 4.17395, 8.248567769470215 ], [ 5.3396, 7.709757769470214, 0.431929 ], [ 4.70326, 8.511677769470214, 0.334122 ], [ 6.11032, 7.861567769470215, 12.200135769470215 ], [ 11.509831769470214, 4.01356, 6.347547769470215 ], [ 11.168657769470215, 3.75261, 5.40925 ], [ 12.054923769470214, 4.84717, 6.291287769470215 ], [ 5.66296, 3.73671, 8.378357769470215 ], [ 4.6994, 3.51867, 8.668357769470216 ], [ 5.53403, 4.50498, 7.742447769470215 ], [ 12.244582769470215, 7.9708277694702145, 11.716088769470215 ], [ 11.942231769470215, 7.117047769470215, 12.162787769470215 ], [ 0.203121, 7.753937769470215, 10.790867769470214 ], [ 9.945557769470215, 11.577352769470215, 9.927077769470214 ], [ 10.599317769470215, 12.346723669470215, 9.907987769470214 ], [ 8.975257769470215, 11.875650769470214, 9.984377769470214 ], [ 10.600737769470214, 11.628931769470215, 1.48641 ], [ 11.307107769470214, 11.412297769470214, 2.16956 ], [ 10.719317769470216, 0.131154, 1.0483 ], [ 5.39383, 10.714977769470215, 10.765367769470215 ], [ 4.59333, 10.949547769470215, 10.172837769470215 ], [ 5.45867, 11.235647769470216, 11.650284769470215 ], [ 5.63859, 11.439187769470214, 3.38597 ], [ 5.06731, 12.243501769470214, 3.25464 ], [ 5.15368, 10.622617769470216, 3.71807 ], [ 10.049927769470216, 9.223147769470215, 3.94848 ], [ 10.918177769470216, 9.778527769470214, 4.04341 ], [ 10.268237769470215, 8.222547769470214, 4.13504 ], [ 0.937619, 6.11501, 6.11536 ], [ 1.73225, 5.52941, 5.91217 ], [ 1.15689, 7.0987377694702145, 6.11345 ], [ 4.9483, 3.61827, 1.48258 ], [ 5.06117, 4.34579, 2.11511 ], [ 5.76467, 3.61134, 0.858333 ], [ 3.36005, 10.843007769470216, 8.604777769470214 ], [ 2.43999, 10.486497769470216, 8.846057769470214 ], [ 3.22724, 11.799073769470215, 8.223677769470214 ], [ 11.984720769470215, 1.23837, 9.847037769470216 ], [ 0.273719, 0.892165, 9.263167769470215 ], [ 11.840259769470215, 2.21061, 9.633327769470215 ], [ 4.55434, 8.886407769470214, 7.355457769470215 ], [ 4.2595, 9.740937769470214, 7.7764077694702145 ], [ 5.53238, 8.953057769470215, 7.099627769470215 ], [ 1.07923, 8.824427769470216, 5.38881 ], [ 0.47911, 9.056527769470215, 4.60844 ], [ 1.1438, 9.613637769470214, 6.03292 ], [ 2.34533, 7.055867769470215, 3.21856 ], [ 1.9691, 6.13027, 3.03556 ], [ 1.89638, 7.494827769470215, 4.01764 ], [ 8.789727769470215, 5.47702, 3.69412 ], [ 9.153887769470215, 5.27698, 2.80741 ], [ 8.177827769470216, 6.294017769470215, 3.79104 ], [ 4.30522, 9.391027769470215, 4.55221 ], [ 4.42118, 9.112207769470215, 5.49848 ], [ 3.46411, 8.944727769470216, 4.16888 ], [ 2.47857, 4.30074, 9.218677769470215 ], [ 2.27716, 5.30832, 9.105147769470214 ], [ 2.94933, 4.09175, 10.088007769470215 ], [ 6.584457769470215, 1.32139, 9.221727769470215 ], [ 6.823177769470215, 0.696479, 8.457517769470215 ], [ 6.353927769470215, 2.24071, 8.835517769470215 ], [ 11.283067769470215, 5.57621, 11.857728769470215 ], [ 11.100027769470215, 5.17282, 10.934247769470215 ], [ 11.914514769470214, 4.97678, 12.405587369470215 ], [ 8.119037769470214, 9.557817769470216, 1.82713 ], [ 8.623527769470215, 9.561247769470215, 0.933086 ], [ 8.769687769470215, 9.615167769470215, 2.64722 ], [ 7.728667769470215, 2.70221, 6.2919377694702145 ], [ 7.361047769470215, 3.44818, 6.864587769470215 ], [ 7.575257769470215, 2.88713, 5.28977 ], [ 9.721187769470214, 4.64963, 1.27015 ], [ 10.474397769470215, 5.11231, 0.74695 ], [ 8.919237769470215, 4.51796, 0.628187 ], [ 8.347017769470215, 0.954012, 2.02931 ], [ 9.058997769470215, 0.239466, 2.26546 ], [ 8.103627769470215, 0.869456, 1.07974 ], [ 12.140251769470215, 11.765604769470215, 6.21798 ], [ 11.651239769470214, 0.214953, 6.12079 ], [ 11.667413769470215, 11.053377769470215, 6.796917769470215 ], [ 7.337517769470215, 3.4605, 12.414336069470215 ], [ 7.536417769470215, 2.48767, 12.189086769470215 ], [ 7.346357769470215, 3.97275, 11.529712769470216 ], [ 10.538647769470215, 7.454867769470215, 7.274617769470215 ], [ 9.632097769470215, 7.045207769470215, 7.459617769470215 ], [ 10.936737769470215, 7.189937769470215, 6.3637777694702145 ], [ 3.23184, 1.86001, 0.279307 ], [ 3.90526, 2.57608, 0.45873 ], [ 3.51797, 1.38336, 11.886581769470215 ], [ 7.943517769470215, 0.808113, 11.684382769470215 ], [ 7.455357769470215, 1.03034, 10.792267769470214 ], [ 7.674607769470215, 12.332872769470216, 12.043000769470215 ], [ 7.062177769470215, 8.743857769470214, 6.298137769470215 ], [ 7.837517769470215, 9.315897769470215, 6.17751 ], [ 6.558857769470215, 8.553317769470215, 5.41245 ], [ 10.888607769470214, 3.0483, 3.34206 ], [ 10.713897769470215, 3.35469, 2.41576 ], [ 10.214497769470215, 2.36489, 3.75826 ], [ 2.95435, 1.13436, 7.915057769470215 ], [ 3.47281, 1.46855, 7.086337769470215 ], [ 2.02164, 1.51416, 7.860347769470215 ], [ 7.119647769470215, 8.611917769470214, 10.531707769470215 ], [ 8.001547769470214, 8.965337769470215, 10.879217769470214 ], [ 6.436237769470215, 9.355457769470215, 10.552767769470215 ], [ 6.365857769470215, 11.453295769470214, 0.698435 ], [ 6.16631, 12.041695769470214, 1.53983 ], [ 6.813027769470215, 10.562367769470216, 0.963542 ], [ 0.908597, 10.414517769470216, 9.389707769470215 ], [ 0.848954, 10.502417769470215, 10.387777769470215 ], [ 12.418736469470215, 10.529657769470216, 8.961847769470214 ], [ 7.956417769470215, 6.892137769470215, 8.316577769470214 ], [ 7.495457769470215, 7.4545477694702145, 9.023967769470215 ], [ 7.756587769470215, 7.301727769470215, 7.439857769470215 ], [ 4.18475, 1.15996, 10.337327769470214 ], [ 5.19201, 1.27461, 10.200637769470216 ], [ 3.62077, 1.19185, 9.466587769470214 ], [ 4.35502, 2.07171, 5.95395 ], [ 5.19511, 1.57408, 6.280657769470215 ], [ 4.24796, 2.01798, 4.96503 ], [ 3.25906, 4.84553, 5.28571 ], [ 3.88337, 4.05924, 5.35519 ], [ 2.68281, 4.58838, 4.45461 ], [ 9.342187769470215, 0.901759, 5.19839 ], [ 8.925177769470215, 1.63062, 5.8504 ], [ 8.879317769470216, 0.0390539, 5.28142 ], [ 8.100237769470215, 10.801547769470215, 4.90199 ], [ 8.924227769470214, 10.205297769470215, 4.60937 ], [ 7.462997769470215, 10.891277769470214, 4.14041 ], [ 4.18612, 1.55961, 3.12762 ], [ 3.61314, 1.3477, 2.36313 ], [ 4.7644, 2.3473, 2.81755 ], [ 7.839427769470215, 4.62829, 9.936657769470216 ], [ 8.039497769470215, 5.58062, 9.617767769470214 ], [ 6.909437769470215, 4.39557, 9.649257769470214 ], [ 10.701057769470214, 1.55449, 0.0180108 ], [ 11.090767769470215, 1.35304, 11.530922769470214 ], [ 9.829177769470215, 2.11114, 0.0874714 ], [ 1.82634, 4.30954, 3.07511 ], [ 1.50085, 3.37502, 3.37528 ], [ 1.93744, 4.34088, 2.03809 ], [ 6.833687769470215, 0.281222, 6.767717769470215 ], [ 6.906207769470215, 12.042047769470216, 6.01868 ], [ 7.344487769470215, 1.13842, 6.557907769470215 ], [ 7.1621777694702145, 2.96712, 3.66101 ], [ 7.539097769470215, 3.88265, 3.45859 ], [ 7.711157769470215, 2.22758, 3.20535 ], [ 11.061017769470215, 10.033007769470215, 8.296087769470216 ], [ 10.361857769470214, 10.474777769470215, 8.954257769470214 ], [ 10.721757769470216, 9.117247769470215, 8.051237769470216 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2274840294606253823600465242901783706257058263356124424379970887607092325954811564778410233085388285005071620040990204725829762156038363462314533553203787
1
DLPOLY
NPT-PME-SHAKE
null
[[-3.4041036368650834, -0.805879485805177, -1.1729006978160075], [1.3570769436248618, 1.7641926548057025, 0.8125575659178543], [1.821337940341328, -0.6142055773243621, 0.24040307850820364], [1.496709527799026, 1.2861808840390416, -0.8700280826277985], [-1.6852872355003268, -0.9570295899658812, 2.052937227781507], [0.7286132316183677, 0.1264446768763237, -0.9090298050520977], [-0.2764066031468501, 1.7921712086284265, -3.426705035272405], [0.4527304674829536, -1.4741081293917049, 2.938945002107498], [-0.41215072340086, -0.3658924430151619, 0.5042297398324063], [1.116193390261798, 3.1430340686159726, 0.23664340613307938], [-2.871947380197845, -2.942795739211431, 0.2473070858766411], [2.0957896873097397, -0.6174405434049188, -0.3049957242941616], [0.49055268484839026, 0.21869888450043623, 0.1299146766855214], [-0.13039038148315824, -0.3348987793857207, -0.0790728049497583], [0.15846000003469132, 0.031135204236504642, -0.5490119043282632], [1.4883662640738369, 0.8745422913273422, -2.439585057058557], [0.5205866996928084, 1.5429227094618854, 3.441821780254738], [-1.8311512489744377, -2.469983330818212, -0.8219025416599451], [-1.3328710714242349, -2.327510394388331, 0.7763311495144082], [1.1101744453290732, 2.034459760664547, -0.6325312698933068], [0.22276904423664343, 0.41771954838832775, -0.23589927720623818], [-0.6144527530168444, -0.24808547248717722, 0.7996784114148336], [-0.3087168025699334, -0.8622225344441495, -0.8092705628494066], [0.7591069065224896, 1.0539398070815402, -0.3873590014448937], [-0.11477841783272884, 1.089767273244489, 0.6272495156223711], [0.05948564906602279, -1.1754461738070088, -0.40022471305937596], [-0.014237319886975661, -0.1787709036916774, -0.21014443733272278], [-0.21994170122789947, 0.45131245956292404, -2.3421024330760973], [-0.796629911207553, -0.1355112547331977, -0.11338122470785568], [0.7579664292045452, -0.4086182792061931, 2.1991785094178273], [-3.6588550475010972, 0.2780457682654164, -1.6607734777880117], [4.672487871045406, 0.8604402676088829, 0.8935357919075545], [-1.0307052919882118, -1.0360390832470388, 0.6045223611609799], [-0.8661816819395225, 1.9262054801886515, -0.5343938471465517], [0.5701259121650335, 0.014174355131627561, 0.7451653301833611], [0.2677849415364441, -2.0218191090226934, -0.5016842638414052], [0.3607390466476905, -3.139599627415167, -0.0636425371153816], [-0.10124836733950492, 2.6851692849944406, 0.07886769248915462], [-0.42664389181163304, 0.2579052857437733, 0.011392197574035624], [-2.1620544549732617, -0.9102570106831935, -1.5673107111201308], [1.1672893759550955, 1.1556721184084313, 0.993052194833421], [1.301150190889017, -0.6227613254167729, 0.6107754725392142], [-2.2466405787900707, 0.11056862551234752, 1.5964254058451413], [1.876488474674465, -0.25316905256256145, -0.05463797000241105], [0.4571059108814545, 0.1007206255539771, -1.3933120328596231], [0.8182079155196847, 1.9796127754274404, -1.4354403109730394], [0.3846491753004702, -1.22791680326376, 0.42493577768411117], [-1.0751795709723806, -0.7523074067713998, 1.2288664782927705], [-2.01888335562251, -1.7420769349520306, -1.3168003149972334], [0.44517209499178684, 0.10513726490122512, 1.1228367790492149], [1.3162972907809538, 1.8047641596980466, 0.056490486771330395], [-1.8613760661077894, -0.7223904751497364, 0.8289145257782565], [1.188789324785391, -0.2929799501485656, 0.05622856726561239], [0.44440888583605226, 1.2094566818094301, -0.8474787212083682], [0.7784473203553085, 1.799720908288278, -0.9167529613382525], [-0.3349946141717533, -1.024664664977199, 0.08198600898852237], [-0.25266169193062427, 0.026111163148099, 0.7580054569454635], [-1.366365545963404, -0.5160204540053737, 0.6697463890666819], [0.5933994549992802, 0.89015338769464, 4.2008246128014457E-4], [0.2466744028321998, 0.3013271166478466, 0.03444202472450751], [-0.4210941470530586, 2.3443313507240946, -1.9452900454976731], [0.566110391266112, -0.16913538810052853, 0.9727490967246184], [-0.2245474082978181, -2.0331024625637237, 0.9524806899410768], [0.14043785656177746, -0.3635802661865387, -0.04576306171760221], [0.15234391939123662, 0.239753049801132, 0.3793201540988668], [-0.2536499610589874, -0.22431541006013742, -0.6877468504613079], [2.7472147202231345, -0.25247002235855914, -0.3890957359157556], [-1.5595832184183183, 1.5380702603410503, 0.1097538130102877], [-1.1746656189886437, -1.0116337359261631, 0.6552454151077253], [1.4562594425450943, -1.2538268868178168, 0.8206406447035886], [-1.124809848173415, -0.5391855864481807, -0.6617240201001539], [-0.5281710906779206, 1.6633666543512462, -0.34283311911439984], [-1.488179798200561, -0.7273773531559566, 0.18255312542822102], [1.2443908463469167, -0.4630814916576036, -0.1851662495034804], [0.29691177822529585, 1.0414205750780987, -0.06423012143698408], [0.7080499485701103, -2.893993717400995, -3.4254474747317056], [0.11125074369528527, 3.4533046089160178, 3.1195870691554224], [-0.3633187803223865, -0.3131152289714196, 0.3572824897270313], [0.3883849973894778, 2.3911126028380973, -0.9710622310338188], [-0.685730417180532, -0.35488401822682225, 0.48165435991903044], [0.553742933810686, -1.3308763202217468, 0.6782631094181745], [-1.3745353530622901, -0.5212848626136791, 1.2708603275208017], [1.1959183921264567, -0.6778641591776768, -0.8082558415855323], [-0.2878551741244343, 1.142021081918361, -0.2003441379465858], [0.5227549075215997, -2.394512352713642, -1.3170301450270854], [-1.171287551191387, 1.9984761835379254, 1.3367131356968533], [0.8869791314332894, -0.06460218590040467, -0.1385840388681608], [0.4458485758343697, 0.05885123145531844, 0.6123192365133137], [-0.2529964632193897, 0.23023765292369816, -0.456134553774156], [0.06765458888177717, -0.3492657581008581, -0.20544116091050854], [-0.07105737424828235, 0.7355818515801031, 0.4505579232385046], [-0.11185263818855776, -0.409936983207664, 0.004488970760416504], [-0.1267326148759872, -0.05082669428096158, -0.025161921760654137], [-1.4961588030105133, 0.25316731799629844, 4.664682322861757], [1.1195671216433973, -0.3670832227547341, -3.924035537793597], [0.3201514970174133, 0.0076885516892073544, -0.7659194155205521], [-1.3224896923399818, -0.23193579329520755, -2.4172611892533213], [0.2585626863574629, -0.40494099872856293, 2.295087014516585], [0.9089474131546036, 0.565984635212042, 0.14071018346507363], [-0.38323810564549277, 1.4683233509044897, -0.9539724169272852], [0.2793384537729418, -1.479095007397925, 0.4762555224253399], [0.06730464013821023, 0.2671084606938612, 0.6984057601476462], [0.5432618171663085, 0.6124449925673836, 0.771500382471861], [-0.1342111973190544, -0.4797420006140365, -0.5378716525039332], [-0.050713947473864415, 5.044162057056822E-4, 0.14566540563699343], [-0.2007842841358304, -0.3649883003505558, -0.20087664978933692], [0.20512807170003106, 0.12887003415360973, 0.41401451485048907], [0.13030321952844082, -0.15897039615758882, -0.7377847507341552], [1.526873635113172, 0.15999552481904136, 1.2973991913452083], [-0.023178922244598128, -0.14870913578705078, 0.6965324285835706], [-1.3424892413527536, -0.3104509351914007, -2.2174565014145386], [0.34526281280734344, -0.08401501787470533, -0.7014108961983512], [-0.23218730540334737, 0.4367941399413369, 0.3453994099005573], [-0.15383261088648478, -0.04084309460497855, 0.4482205951990675], [-1.211993484969116, -0.011863522591858293, -1.3584429145570005], [-0.45629500115348653, -0.14738436080365924, 0.21126886991273397], [1.0030823242494098, -0.0701142038427581, 1.3404814809032926], [2.08231644386163, -0.9987285629291967, 3.4065407024646452], [-1.2010050076928014, 1.2011524458251592, -0.26670560767927176], [-0.834790368994281, -0.049669304941952735, -2.9518328294418343], [-0.2860906865933639, -0.7570991460730286, -0.1862958857822807], [-0.13726403394199263, -0.6114996539540305, 0.41100634330882396], [0.218227516118457, 1.232257555337, -0.23426314757863223], [-0.07184703553952816, 0.061005996395571305, -0.8708910293436575], [0.025487976853947786, -0.29991257786034314, 0.48811561924882874], [0.14950877083430902, 0.3350245354397906, 0.3113490068740861], [1.0889390178538905, 0.4828208557309202, -0.22505910534541287], [-0.4596687325350859, -0.3811431832413146, 0.04803751173000435], [-0.6122064897062165, -0.019864643121664215, 0.5085965103995921], [-1.7612612378211767, -0.7066319406500807, 1.367384603642936], [1.0224270744978865, 1.5831906652581988, 0.8089063039341697], [0.21464867227625395, -0.8792689843941073, -1.6904388973015352], [-0.9397966741426472, 0.4382425027709696, -1.5968286925012967], [0.7436996216910979, -0.5200099564103497, 1.4001939245082071], [-0.318001068492818, 0.20934783777642482, -0.11316787305750262], [-4.55635865973534, -3.451357558285763, 0.11031277698855013], [3.1537797066154623, 2.7286808797026256, -1.0030259508458612], [1.3249657856804617, 0.3233838612485755, 1.0321493184021868], [-0.5571643657645188, -2.2720736566217936, 4.129889525474707], [-1.0907256211048146, 0.5307209030845792, -2.1328009949472087], [1.5135521662130775, 1.698929599159082, -1.624811582739678], [1.134037740692751, -0.6263128498403331, -0.5728708632762834], [-0.07606550069122466, -0.19127799373127752, 0.7083665069131139], [-1.170984002095356, 0.6706093357825409, 0.212056362996151], [-0.19180833736619987, -1.150511783775908, -0.30704294612610644], [0.9512751663882688, -0.06907086223554369, 0.34689590694398914], [-0.9627623314652054, 1.081337281206148, -0.08877119856794209], [0.12059051573858698, 0.7340727789312643, 1.871211056819187], [0.5415359237345905, -1.8058179087028392, -1.822313633864284], [-0.43257480750650895, 1.0209223382647052, 0.16927328611843964], [-0.30830657764872604, 0.1161652035600238, -1.2293174655211592], [-0.12192613176112246, 0.22721647213506024, 1.3940795784310156], [0.7256991602964721, -0.5408724521389804, 0.22831401893799447], [0.4800802410353279, -0.9042293929191536, 2.1248913727877774], [0.08190448437415981, 0.1716036758928246, 0.6117945302187461], [-0.6701236572288917, 1.0210567671500903, -2.662615587159353], [-1.0755004657310416, 0.13554681334158986, -0.20986343759811138], [-0.3459111069481521, -0.24713232832564053, -0.755143422611459], [1.1609885640046278, -0.12180384483957864, 0.8742127237373659], [1.2704050038767556, -0.13473330176422735, 2.27581164691863], [-0.791682060942251, 0.467743138489505, -0.533747721213572], [-0.1313977308404147, -0.45112599368964795, -2.325155720686264], [-1.5057726365233741, -0.8099253616137017, -2.096245010953786], [0.9294283043053669, -0.4598682076553347, 0.9539030342767638], [0.5789938821847903, 1.2524435702230479, 1.341569921233346], [0.5548834111286302, 5.459200399644066, 2.1363395101237956], [1.4852353719690623, -2.529968968609554, -2.5396391755259637], [-1.517849554129742, -2.9875475487976857, 0.07921157025080093], [4.079695514238187, -1.555160074447584, 0.3954689660077049], [-2.4889161215792184, 1.6921257629923347, 0.8616848189026093], [-1.5898557361239036, 0.3248885974817567, -1.475127187071237], [2.363147058262346, 1.1975879121546262, 1.924423213353385], [-2.098009932126422, -1.0272448322934609, -2.373519764515284], [-0.005614140531089498, -0.32507593063816426, 0.4752581468240959], [1.3211931040583647, 0.9383916754695905, 0.5031066081770923], [0.11901596321331868, -0.3495541297420873, -0.029366813931342398], [-1.5210368196380653, -0.658541091007488, -0.7190861264186583], [-0.2825942346486549, 0.4282895615536857, 0.7654944467861089], [-0.8322925935755136, 0.5820987557956195, 0.254623052732549], [1.5356158490788587, -1.082187218675034, -0.9868120927021593], [-0.023358449852822052, -0.5281797635092357, -2.6104354975516597], [0.23425664295514584, 0.8575348691183027, 0.10924124867956142], [-0.2829892821150607, -0.07119700683245651, 2.5078966129124582], [-0.3403166971083046, -0.4486759188431137, 0.21512567799858806], [0.11935637184243893, -0.22969560096650032, -0.14333935227826605], [-0.0674204224362677, 0.33432246974482793, -0.14184285523483425], [0.29734628707418564, -0.8662207096804408, 0.0879876082586169], [0.33494474539169106, 0.5667304987051464, -0.1511999729407663], [-0.49002797855382274, 0.305043424866395, -0.015117221988055776], [-2.2680321172289264, 1.4872084410932624, 1.022431410913544], [2.3815421334818123, -0.6217769590625016, -1.6229686060852053], [0.005874195378074735, -1.3456374791201586, -0.6186720854516724]]
null
[]
null
null
null
-25.779961
null
5.888524
1.818074
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
8995921116958410513177051058135197104145394776975693555403799726081628317010347051614221127576890727519062831149435813881294380103518880732229425895647517
PO_8995921116958410513177051
null
null
null
[ "water_90k_train_65841" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:40
1123771826323229725363119403293475173368673339998796555393489774076785443774945997607783075062277149985356386083726310149024091246536814641358389111161123
CO_1123771826323229725363119
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.690085680000001, 3.9978984700000004, 4.39758717 ], [ 5.1887092500000005, 4.1989673000000005, 4.335180950000001 ], [ 4.277429370000001, 4.407079040000001, 5.414861010000001 ], [ 2.8558595900000006, 4.32089775, 5.335430220000001 ], [ 2.3799354900000007, 4.399484070000001, 4.042972730000001 ], [ 3.1839378200000006, 4.062194470000001, 2.8792743000000005 ], [ 4.571601630000001, 4.123027710000001, 3.0196314800000006 ], [ 6.924684020000001, 3.7710769200000005, 5.416655990000001 ], [ 6.986929480000001, 3.0475014300000005, 3.838315840000001 ], [ 7.3364870600000005, 4.70235989, 3.9909107700000006 ], [ 4.711990950000001, 4.493979990000001, 6.52176987 ], [ 2.2201920900000003, 4.30718256, 6.29518891 ], [ 1.3391155300000004, 4.6372745900000005, 3.9720698100000007 ], [ 2.641628860000001, 4.2054646600000005, 1.8865418800000007 ], [ 5.213038610000001, 3.8968535100000006, 2.147988710000001 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
293704829570570660474898785880348406823700557021952805642763109682396245122683200544509273844938356034431996213042303838956675448234577628508584397431651
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.4838564523923778, -2.8408443637169074, 0.24875836426378334], [-1.654138158436458, 0.6104157329417773, -1.6198112455830496], [1.6547091421554685, -1.0846126834784071, 2.7716615703765695], [1.530468388695783, 0.8635778579968421, 0.6529031402025256], [-0.10863195524550956, -1.4201316074016275, -0.9475288697458256], [-1.3691067726583974, 2.746860076370645, 0.4931948486552794], [0.3341425627381733, -1.2744183561118576, 0.751515947327861], [0.6340887308092013, 0.09780571987532828, 0.9696584100058446], [-0.6021852659699757, 0.776075262391655, 0.4752045942723785], [0.9694033054130867, 2.0381997580318982, -0.6622184974511787], [-0.6055124395105962, -0.2625054047227457, -2.2434909040079343], [0.8599740348726005, 0.3660456715724374, -1.595717282228437], [-0.9249718510116811, -0.25627416679598347, -0.6260378083437483], [0.9354489328013762, -0.5870573041718254, 1.0336965572225523], [-0.16983220226068863, 0.2268638072187772, 0.29821117503338884]]
null
[]
null
null
null
-7,381.383736
null
3.405371
1.939256
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:09:56
1107416530057598325679049545017421571973540819618683811132684498543685025333850464672325175232517959552141503013253057240942210846553005923617981913054689
PO_1107416530057598325679049
null
null
null
[ "toluene_10k_test_1117" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:39
5079879346937040480349919983354864927021027750334318949697351567407044467329515421330123143918466976315275376137450043335652980945501853303893002895684534
CO_5079879346937040480349919
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.7686674700000005, 4.0865570700000005, 4.31105888 ], [ 5.23227115, 4.17215883, 4.3157562 ], [ 4.31975219, 3.94459496, 5.38822239 ], [ 2.95172472, 3.94382152, 5.25572257 ], [ 2.31787105, 4.35226644, 4.1123981800000005 ], [ 3.1166664400000004, 4.57897718, 3.05646347 ], [ 4.56566972, 4.50317908, 3.15436941 ], [ 7.07201166, 3.33618141, 3.5533973000000003 ], [ 7.08210828, 5.02139397, 3.94212403 ], [ 7.2435057, 3.8068896100000003, 5.31228565 ], [ 4.76497219, 3.63965184, 6.36321261 ], [ 2.2492788600000004, 3.7133783200000003, 6.05041404 ], [ 1.17543854, 4.61129332, 3.99769181 ], [ 2.69144436, 4.87337645, 2.09481743 ], [ 4.99353995, 4.59000108, 2.1295512100000002 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
9396584021580115516543446494632742301017670537125903466350694098836088255734983964442716690176108113237041555432207218764458294037049010395152070063258719
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.0933561035622654, -1.7726173396371792, 1.2029871669687857], [-0.6125459478429363, -0.07257297013826014, 0.34345158780809887], [2.0608120843932913, -0.9933744599135925, 1.0918425834967862], [-1.1045034535142668, 0.1930426336478665, 1.4255582829132374], [-2.894956686303128, 0.7841382172049419, -0.5064750596828481], [2.5742357874939743, 0.7409355740449908, -1.7755066294234276], [-2.0450404189091334, -0.11968347688893942, -2.373056570713117], [-0.028701279599342797, 0.0713278552633886, 0.31090674773005644], [0.9805833775715932, 1.4540042305902516, -0.23279927063584657], [-0.6289078790296754, 0.49812544189127256, -1.1385647382410056], [-0.3496879543293743, 0.1800100921590036, -0.45218840494073376], [0.45043611064241385, -0.16645465471699925, 0.7723384921082338], [2.049399789478884, -0.9503157456494251, 0.5480615525409701], [0.1071877238251112, 0.014387543334059283, -0.07392236930523986], [0.5350448496848695, 0.1390470588086184, 0.8573666293760409]]
null
[]
null
null
null
-7,381.758554
null
3.213736
1.687791
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:08:33
11612381395442137461143282004381263402379764380511953742891706560186130895614748486565866597352822637603476853973069301959747362286650849774751165256372415
PO_1161238139544213746114328
null
null
null
[ "toluene_10k_train_876" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:50
8479267118751804065014625195744049218873912892861812586680341338737748830730563463901812984460985713512970242144066764970232755896712759638758211691849821
CO_8479267118751804065014625
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 10.524077769470214, 11.510249769470215, 9.429417769470215 ], [ 10.511227769470215, 0.0869251, 9.512987769470215 ], [ 9.927177769470216, 11.095147769470215, 10.135907769470215 ], [ 9.227457769470215, 7.482157769470215, 4.35621 ], [ 9.306287769470215, 7.912477769470215, 5.29895 ], [ 10.136717769470215, 7.564427769470215, 3.94734 ], [ 7.403387769470215, 1.86405, 4.95733 ], [ 6.945587769470215, 1.47837, 4.11713 ], [ 7.2686177694702145, 2.85919, 4.99654 ], [ 2.34033, 11.733905769470216, 10.335347769470214 ], [ 3.04199, 11.072717769470215, 9.980387769470216 ], [ 1.42143, 11.307847769470214, 10.406477769470214 ], [ 1.82291, 4.73945, 6.08058 ], [ 2.49497, 5.4675, 5.80778 ], [ 1.70345, 4.70992, 7.080147769470215 ], [ 2.9216, 1.26709, 2.91774 ], [ 3.85007, 1.54748, 2.71621 ], [ 2.68038, 1.66051, 3.84562 ], [ 7.317987769470215, 10.200627769470215, 3.79939 ], [ 8.084437769470215, 10.265577769470216, 4.46966 ], [ 6.42691, 10.248137769470215, 4.29234 ], [ 4.04616, 6.518897769470215, 6.08537 ], [ 3.88063, 6.582757769470215, 7.078097769470215 ], [ 4.92388, 7.000817769470215, 5.88456 ], [ 6.442537769470215, 1.77708, 1.99927 ], [ 7.448747769470215, 1.86372, 1.93813 ], [ 6.15564, 0.868307, 1.62367 ], [ 9.834867769470215, 10.668007769470215, 5.41695 ], [ 10.722297769470215, 10.685047769470215, 5.8953 ], [ 9.195247769470214, 9.989777769470216, 5.86364 ], [ 4.26293, 10.744847769470216, 3.84501 ], [ 4.20643, 11.346787769470215, 4.65256 ], [ 3.52715, 10.007317769470214, 3.76031 ], [ 7.427937769470215, 8.350517769470216, 8.861467769470215 ], [ 7.660247769470215, 8.957597769470215, 9.658637769470214 ], [ 6.659467769470215, 7.704627769470215, 9.112207769470215 ], [ 10.068447769470215, 3.90193, 12.109232769470214 ], [ 10.628577769470215, 3.64304, 11.295937769470214 ], [ 9.319397769470214, 3.27859, 12.114339769470215 ], [ 0.692852, 11.317917769470215, 3.09612 ], [ 1.03832, 11.134067769470215, 2.11584 ], [ 1.27056, 11.957648769470214, 3.57281 ], [ 5.13842, 4.10075, 2.57122 ], [ 5.56583, 4.16178, 3.50226 ], [ 5.48592, 3.32781, 2.05953 ], [ 9.277837769470215, 8.230747769470215, 6.932887769470215 ], [ 9.972517769470215, 7.486817769470215, 7.195947769470215 ], [ 8.684647769470214, 8.424187769470215, 7.781237769470215 ], [ 3.6739, 9.426017769470215, 10.005237769470215 ], [ 3.69941, 9.265147769470214, 11.030767769470215 ], [ 3.79476, 8.533267769470214, 9.559117769470214 ], [ 10.343277769470214, 8.501497769470214, 1.59344 ], [ 10.675287769470215, 9.247797769470214, 0.99941 ], [ 9.410367769470215, 8.724907769470214, 1.90119 ], [ 2.56296, 8.728047769470216, 3.01108 ], [ 2.94115, 7.802277769470215, 3.17492 ], [ 1.5563, 8.666067769470216, 3.12736 ], [ 7.942547769470215, 5.54925, 10.645667769470215 ], [ 8.099157769470214, 4.56535, 10.898557769470216 ], [ 8.643687769470215, 6.167377769470215, 11.081217769470214 ], [ 6.617887769470215, 7.309327769470215, 4.52696 ], [ 6.440487769470215, 8.234547769470215, 4.9137 ], [ 7.616947769470215, 7.243787769470215, 4.2873 ], [ 3.44309, 6.21181, 3.25514 ], [ 3.92336, 5.3401, 2.94509 ], [ 3.55531, 6.309387769470215, 4.23154 ], [ 5.43229, 11.588115769470214, 1.21348 ], [ 5.2319, 11.591042769470215, 2.20577 ], [ 5.22186, 10.688547769470215, 0.731792 ], [ 4.14373, 8.930027769470215, 0.747123 ], [ 3.4873, 8.867187769470215, 1.54704 ], [ 4.88122, 8.220367769470215, 0.929789 ], [ 5.79549, 9.038557769470215, 6.687217769470215 ], [ 4.94761, 9.610527769470215, 6.703587769470215 ], [ 6.4340177694702145, 9.253567769470216, 7.4373977694702145 ], [ 5.36712, 1.94949, 9.740217769470215 ], [ 5.26792, 2.93905, 9.899807769470215 ], [ 4.93335, 1.36252, 10.448477769470214 ], [ 2.43518, 1.39698, 8.411077769470214 ], [ 3.09371, 1.09417, 7.7010277694702145 ], [ 2.31687, 0.703153, 9.123797769470215 ], [ 2.16258, 6.37093, 11.059087769470215 ], [ 1.18893, 6.683287769470215, 10.959857769470215 ], [ 2.377, 6.07094, 12.025353769470215 ], [ 7.677477769470215, 9.021637769470214, 1.42402 ], [ 7.387567769470214, 9.524277769470215, 2.2487 ], [ 6.997867769470215, 8.234467769470214, 1.25976 ], [ 11.976264769470214, 0.741197, 11.848566769470215 ], [ 0.158508, 1.11184, 0.127222 ], [ 11.007177769470214, 0.731657, 12.091100769470215 ], [ 5.37124, 3.79198, 7.318407769470215 ], [ 5.68507, 4.33999, 8.118507769470215 ], [ 5.40531, 2.79428, 7.382157769470215 ], [ 3.92336, 6.7116077694702145, 8.874957769470214 ], [ 4.52715, 5.93258, 9.125927769470215 ], [ 3.09837, 6.550157769470215, 9.436307769470215 ], [ 9.531417769470215, 1.86026, 8.277917769470214 ], [ 9.291187769470215, 1.12813, 7.598477769470215 ], [ 10.495107769470215, 2.16978, 8.194087769470215 ], [ 6.3795877694702146, 4.60124, 4.85871 ], [ 5.7323477694702145, 4.47263, 5.63056 ], [ 6.556707769470215, 5.57388, 4.72278 ], [ 10.438787769470215, 6.4169377694702145, 12.166247769470214 ], [ 10.083017769470215, 5.48977, 12.280869769470215 ], [ 10.436157769470215, 6.929987769470215, 0.601946 ], [ 8.974507769470215, 2.09819, 2.40789 ], [ 8.986107769470214, 3.01378, 2.84092 ], [ 9.334517769470215, 1.41116, 3.01394 ], [ 5.72129, 0.895303, 7.322257769470215 ], [ 5.56834, 1.01393, 8.338807769470215 ], [ 6.6398877694702145, 0.473413, 7.180387769470215 ], [ 4.21162, 0.707236, 12.019537769470215 ], [ 3.55125, 0.0662649, 11.541385769470216 ], [ 4.76921, 0.239302, 0.337182 ], [ 0.369609, 8.170697769470216, 6.08264 ], [ 0.196088, 8.232537769470214, 5.07882 ], [ 0.971589, 8.849817769470215, 6.513547769470215 ], [ 1.51695, 4.43673, 8.619167769470215 ], [ 2.11702, 3.6402, 8.638767769470215 ], [ 1.19086, 4.52607, 9.540537769470214 ], [ 8.768807769470214, 10.298787769470215, 11.577164769470215 ], [ 8.856997769470215, 11.214247769470214, 11.934108769470214 ], [ 8.351057769470215, 9.713337769470215, 12.259793769470216 ], [ 12.275984769470215, 8.587897769470215, 3.49696 ], [ 11.642572769470215, 8.354867769470214, 2.71033 ], [ 12.403440869470215, 9.583777769470215, 3.5412 ], [ 11.607113769470216, 1.24033, 5.33534 ], [ 11.725901769470214, 0.447994, 5.9784077694702145 ], [ 10.937437769470215, 1.02743, 4.58045 ], [ 11.669036769470214, 4.02486, 2.06001 ], [ 11.066137769470215, 4.49392, 2.75702 ], [ 11.227767769470216, 3.79146, 1.20999 ], [ 11.886877769470214, 2.81414, 9.903177769470215 ], [ 12.130124769470214, 2.15761, 10.682937769470215 ], [ 0.210377, 2.90125, 9.201277769470215 ], [ 0.39292, 9.928517769470215, 10.046057769470215 ], [ 0.573723, 8.940547769470214, 9.764497769470214 ], [ 11.969488769470216, 10.295047769470216, 9.611797769470215 ], [ 11.987845769470216, 10.378557769470214, 0.285186 ], [ 12.289918769470216, 9.925577769470214, 11.842086769470216 ], [ 11.894188769470215, 11.402157769470215, 0.244661 ], [ 4.19707, 3.64255, 12.137712769470214 ], [ 4.17024, 2.67613, 12.369302269470214 ], [ 3.45165, 4.20458, 0.0926235 ], [ 5.91009, 6.851047769470215, 1.37585 ], [ 6.01008, 6.537327769470215, 2.33346 ], [ 5.82939, 6.06633, 0.72621 ], [ 0.715882, 1.87264, 1.54632 ], [ 1.56924, 1.74605, 2.10164 ], [ 0.20315, 2.69525, 1.77617 ], [ 8.106947769470214, 2.19087, 10.593877769470215 ], [ 8.709877769470214, 2.16648, 9.764497769470214 ], [ 7.137497769470214, 2.20353, 10.328857769470215 ], [ 10.379617769470215, 12.399640269470215, 3.29798 ], [ 10.052587769470215, 11.510148769470215, 3.71814 ], [ 11.380397769470214, 12.296659769470216, 3.03079 ], [ 1.8779, 1.95223, 5.34377 ], [ 0.925546, 1.62521, 5.25241 ], [ 1.87207, 2.96528, 5.6086 ], [ 9.439647769470215, 0.450427, 0.0842106 ], [ 9.337417769470214, 0.646921, 1.03074 ], [ 8.885367769470214, 1.05542, 11.918449769470215 ], [ 2.03111, 10.388447769470215, 7.642597769470215 ], [ 2.83234, 10.722237769470215, 7.085467769470215 ], [ 2.26922, 9.887297769470216, 8.503187769470214 ], [ 2.19967, 5.01569, 0.897925 ], [ 1.31553, 4.58259, 0.906917 ], [ 2.27367, 5.57444, 1.71832 ], [ 11.956538769470216, 7.178497769470215, 10.075867769470214 ], [ 11.657762769470216, 6.675327769470215, 9.228847769470214 ], [ 11.415487769470214, 6.994927769470215, 10.961117769470215 ], [ 3.75999, 11.878818769470215, 6.131147769470215 ], [ 4.68328, 12.220356769470214, 6.512287769470215 ], [ 3.09303, 0.196173, 5.87273 ], [ 5.30989, 4.80711, 9.993477769470214 ], [ 6.284057769470214, 5.20742, 10.061047769470214 ], [ 4.88339, 4.53096, 10.850187769470216 ], [ 11.824560769470216, 11.380497769470214, 7.150007769470215 ], [ 0.325633, 11.168407769470214, 7.380067769470215 ], [ 11.274177769470215, 11.395227769470214, 8.006697769470215 ], [ 9.622517769470214, 4.56437, 3.98142 ], [ 10.314567769470216, 4.3751, 4.71651 ], [ 9.339127769470215, 5.55586, 4.05981 ], [ 11.378177769470215, 6.357787769470215, 7.447387769470215 ], [ 12.062390769470214, 7.111267769470214, 7.114707769470215 ], [ 11.541085769470214, 5.50506, 6.864647769470215 ], [ 11.591454769470214, 4.00661, 5.74661 ], [ 0.100296, 4.3141, 5.79979 ], [ 11.522321769470215, 3.00703, 5.4384 ], [ 8.228347769470215, 12.412415969470215, 6.630937769470215 ], [ 7.974977769470215, 0.718089, 6.03348 ], [ 8.808407769470215, 11.729218769470215, 6.098697769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
1555213390654347475174577434046959454745100044371030629814887077875020940747683436834260401808724275709661893432801750080910457781795225023345876405176996
1
DLPOLY
NPT-PME-SHAKE
null
[[0.11767080707633654, 0.8168549538345189, -0.04837445122659853], [0.020705170568573475, -0.5850431820271182, -0.031507051879142364], [-0.3161862785401196, -0.41314029345392034, 0.35565850206326655], [0.039007489857123774, 0.6378563883208185, 1.9410577038158723], [-0.7428540206378694, -0.952333251808719, -0.9497357388298269], [1.092694353813357, -0.004367594486160763, -1.0741258219675878], [-0.5033754659478624, -1.8796020211166096, -1.5599474773335553], [0.6727992256896201, 0.6651888162105625, 1.1423029489361036], [-0.18217932639853743, 1.4288099314325957, 0.22164938171385554], [1.4600191149202184, 0.9848260143309864, -0.15118999918475387], [-0.7283270281849672, -0.004161731825648337, 0.4467462138754893], [-0.37994936801078205, -0.5852730120569701, -0.06319848815204514], [0.4063611748564213, 0.3567534470168062, -2.7558615330443548], [-0.376580406686406, -0.5948174629193097, 0.5077509093463634], [-0.10950793824250278, 0.05560412341092048, 1.8193388527231824], [-1.7947427031133731, 0.4904572837039234, 2.3189589827115777], [2.0439738566172836, 0.3884274942629221, -0.9412580462192526], [-0.18521698556667412, -0.7715697651223823, -1.1020783572963662], [-0.018187968007659844, 0.1580736253996007, 1.22517185215251], [-0.13460841299328896, 0.0411917424238482, -0.7274944363787113], [-0.031399031765111975, 0.0708219068780756, -0.5684867470464673], [0.5485088801119835, 0.4059140904021245, -1.2391351105699264], [-0.35026920468402273, -0.09757021957874325, 1.2166377861383872], [-0.2612161390983378, -0.20605302915979345, -0.19304248126234796], [-1.7244017047317233, -1.2728377330606595, -0.4464209827011707], [1.1166010133336108, 0.416985393217499, 0.24252271848163007], [0.06341140616083245, 0.4886923625312873, 0.1580215884117097], [-2.6470565277799456, -1.2776468180249188, -0.3420135365551167], [1.1583910510257358, 0.14884052918147553, 0.7780700521930988], [1.4011349267059023, 0.5348838621158586, -0.27728472731751064], [-0.23450295136449653, -2.173472237399677, -2.0284061244065614], [-0.8669015269386813, 0.18702266904649156, 1.1603597837342783], [1.3771198567942093, 1.7226628020530323, 0.3021401945836434], [-1.2165076936686596, 0.04492873534508328, 1.7889362425478696], [-0.06733716325564211, -0.6435717841575125, -0.8234853333749629], [1.4121017219039294, 0.9596357757760883, -0.5929181128612885], [2.7037204711775797, 0.7795184150227314, -0.7640374111251611], [0.4027897029208361, 0.5004093576380758, 0.07388948731424963], [-3.190257635127048, -2.298933415204861, 0.530681875343661], [-0.8497163116876809, -2.475208711685599, -4.4551467182873585], [-1.1363620594852155, 0.6390749211205992, 3.2921677394959], [1.818913883988739, 1.8280160204540055, 1.1366309172559856], [-1.4161519341281117, 2.4747403787945808, 1.651814443039446], [0.16450973351858503, -0.05471168906858995, -0.32504644301169267], [1.1679528475507057, -2.211697741421269, -1.231997370397545], [0.6102941304012225, -1.2765800597731534, 3.0682785990949033], [-1.620175954401722, 1.8647844888146492, -0.8808387668621522], [1.1396056983970873, -0.6441832187652317, -2.411610839651491], [0.11223294184172777, 0.08529122500273194, 2.429225360052592], [-0.11183095611026984, 0.6215688111109376, -1.6500928860233854], [0.18521438371727958, -1.0603490294234477, -0.868401926756205], [0.8827988267393797, -0.9241335407874584, 0.5474638039385061], [0.7470646802413822, 0.6746075110188322, -0.7086266918525688], [-1.3399784566870132, 0.036170866918872606, 0.11217353294721888], [-0.17502987790388072, 0.4456621099610937, 0.03026878838811961], [0.6736188082489033, -0.8269457930697139, -0.04603799047029295], [-0.5050146310664286, 0.29187763328840804, -0.029259140730564615], [0.5748612780631139, -0.378128507076163, 0.9474287656999928], [0.011561447877151078, 1.1042075373842393, -0.3840000138765301], [-0.7642498954923825, -0.752689011349267, -0.6895291172965744], [0.33928723203119443, 0.03714313467345923, -0.3278351919210842], [-0.2515931991125959, -0.32536647048722234, 0.18363376021009065], [-0.4212992595136623, 0.0768018240698822, 0.21866375953360984], [0.4378131976208689, -2.2096292711526018, -3.067463352951278], [-0.7006650327052468, 1.6193780539207268, 0.28029116429291273], [0.40088298095619695, 0.3969229661776924, 2.9487583107406077], [0.3285177437455877, -0.9994050437717796, -1.4847323477527827], [-0.4520886779656313, -0.8618886304385156, 0.6049169749858199], [0.18530848393704913, 1.5403382057299662, 1.5369558015170515], [0.663666734314751, -1.6819438590283304, 1.754188543883659], [0.5796356717021125, 0.6016256355017146, -1.2733277480299665], [-1.1672590210454925, 1.17971320681407, -0.682590852244442], [-1.2830933560908426, 0.5905070657556725, -1.2459172646583858], [0.7055912008922609, -0.4610824040394579, 0.14230728535176138], [0.4964458737270452, -0.0951106046177623, 0.78140475583378], [0.9179151207344848, -1.3529139845935823, -0.5837075660045827], [-0.5580793494682688, 1.0264165769028626, 0.3945878063460841], [-0.3983444432302481, 0.2938056036897694, 0.646850114394645], [0.10632154001731098, 1.2910853701477676, -1.0877465035480554], [-0.07503213284002269, 0.13100962163906105, 0.12712766234239298], [-0.1893573952365341, -1.1994569073030443, 1.249863402906786], [-0.4921441493947231, 0.21440539935786357, 0.5960186500564602], [0.7583610430293852, -0.21280309377238674, -0.03114426734522899], [-0.4428260941210346, 0.16339917746867805, -1.2132683911724453], [-2.0712022105312453, -3.0626109038304428, -1.6903911967293017], [-0.06824650961903722, 0.9161545359775061, 1.2170107178849394], [2.0706861770679934, 2.0387354665029234, 0.3995538695571479], [2.6188307982647396, 0.0842647954165821, -1.3053998782334484], [-0.4030394804627129, 0.04143432151573338, 0.3949668090745569], [-2.003406688140597, -0.06373533641045388, 0.9565265657496015], [-0.3780660626906939, 2.4899742069996686, -1.1410714068893504], [-0.13487336798996727, -0.9479968361511362, 0.17640538895046598], [0.3991236971239157, -1.6285886007774326, 0.7334526714922299], [-0.01113045152494393, 0.2902922397239958, -0.24814314681542307], [0.6853704946809526, -0.23069904754966494, -0.10379817974616357], [-1.0618450928253136, 0.3665138513788934, 0.41269971362311], [-0.09485995979275402, -0.7152570713930128, -0.15054474053490555], [5.413841491865751E-4, 0.5678926581013785, 0.45520656082343325], [-0.025900803624549662, 0.1581941777548815, -0.030004006848067605], [-0.27152813553206956, -2.020565884897652, -0.18978193032941149], [-0.12620574037359086, -0.29377785062956085, 0.7221953364451452], [0.41727246393403095, 2.1294185907342937, -0.20778846270595808], [0.6045397068236102, 2.7372192821324064, -0.3427143013253821], [-0.3352469935630246, -2.2079293962148294, 0.20427162960765846], [-0.03006237500281867, 0.3765361752466987, 0.0889520271008633], [-1.0929502023371547, 2.039450975086425, -2.538472679714074], [0.18722127688360887, 0.5782870464326043, 0.4546168082940021], [1.4319581692000007, -2.374014115900249, 1.9512959811834252], [-0.20479937139318627, -0.6977726434616393, 1.408892774317318], [0.01873487675039418, 0.4235156015562528, -1.115798776436958], [0.15337685360087283, 0.1967726660110006, -0.2866327385505617], [0.37255231018207746, -1.1772804776301662, 0.526046247005705], [0.8238972928624333, 0.9127764681802492, 0.9091555611061675], [-1.661675452244789, 0.5824413326325686, -2.082377153680836], [-1.0339229124061382, -1.7342020041178603, 0.826425423190804], [0.4144962906300465, 0.6723872662021498, -0.2153091083809038], [0.7587860117638284, 1.1667213055039523, -0.26839030516224266], [0.19245749879014004, 0.04409917902978771, -1.5476710846069386], [1.410596985670748, -1.4952741742163662, -0.719537113647047], [-1.3843833530206604, 1.1970632058600588, 2.736161196711956], [0.6288192980904159, -1.1003047632924148, -2.976489688870849], [0.443060260566544, 2.760397423822186, 1.0865626620735351], [-1.015042158633023, -1.5773451769517775, 1.8508082211502601], [-0.9875969839361818, -1.5612310563682, -1.1291462638309977], [0.7494280267747648, 0.3803847441428034, 0.8626128118533319], [0.23749594545136016, 1.5401127121157718, -0.011968593943241524], [-0.2194317387465677, -0.25455236915733037, -0.11897476726457165], [-0.24521866809594925, 0.36352692827395044, -0.39510210524307343], [0.6667282437690043, -0.16145602961251523, 0.7401524336831954], [1.508101291731496, 1.3694053733393696, 3.4954025321198308], [0.36310326046420466, -0.8860511384825668, -1.2278777755228416], [-2.0583794294317737, -0.33968965140421814, -2.4291776594803585], [2.2510507135138322, -1.272313026766092, 0.5643758250030788], [-0.5246716032422513, 1.2864063776532357, -2.0855861012674475], [-1.8275910517195624, -0.29911294281308487, 1.6401061207639724], [-1.0896762085156795, -1.7692879432033621, -1.2021194665168], [-0.7567609056517373, 2.069576054659652, 0.7841323612823995], [1.2510212258873608, -0.506528040130925, 0.7976749873810304], [0.20434968508949494, -0.26639728852601763, -0.7799954207450657], [-0.4527478131455839, 1.4238707539986089, 1.3054085510647635], [0.2776685001032067, -1.070353140345491, -0.6720533621965159], [1.2649888207204347, 2.1247959716433105, -1.3864604961206426], [-0.5069746909436561, -2.1898118515974487, 0.6414339312383242], [-0.7006476870426165, -0.09224553479279739, 0.6745034370430502], [0.17705238216657732, 0.1633219892699731, -1.0529684499742418], [-0.11328148714773127, -0.2130498358233032, 0.44076196026802517], [-0.04411218827676045, 0.29367421029534463, 0.5523596172159171], [1.2055669169645784, -2.2518312683321975, -0.9392025851975584], [-0.18213596224196157, 0.029281126357948564, -0.1581109185742559], [-1.0198989441695157, 1.9767333954308055, 0.9752512085590437], [1.5472374430411804, 0.21914033161437815, 0.6321409924841244], [-0.19545222744326665, -0.09704247779321541, -0.10035203022308256], [-1.237942596264091, -0.20578417138902333, -0.43284886897606817], [1.632968380591591, -1.8316412639437445, 0.06214083637316071], [0.35196517684770334, 1.5379618499496108, -0.4513341416412119], [-1.8763020088011892, 0.19358540050267728, 0.35907082754421843], [0.7091427253158212, 2.613913302909041, 0.4356363169607623], [-0.8553016150546475, -0.33632199100453936, 0.05771899332712358], [0.32439944979558133, -2.254441790558062, -0.47743069106854485], [0.2762006234031149, -1.0578425811733647, -4.548466383238539], [-0.6032084272167323, 1.1870981226789334, 4.154112743337965], [-0.13405031629815806, 0.04072661848041588, 0.22537132727275883], [0.162609949818998, -0.29349511632868647, -0.5821941569400864], [-0.6939869525925694, -0.2040062409694144, 0.8139365460969658], [0.2968150761561318, 0.5072912492866596, -0.49922117974789815], [1.7741143738302518, 0.2677866761027071, -1.1341461510841906], [-2.548190587202717, -1.4948448690662655, -0.17193714625689274], [0.7019616209868641, 1.24809848173415, 1.7736980779271239], [-0.3492141547545329, -0.23365735031126791, 1.7705151488344582], [-0.26982435782020525, 0.20095947532839673, 0.8778423036427626], [0.7789460081559306, -0.03162083942599733, -2.7407100967367604], [1.0958382551651047, 2.1679649895145467, 0.7585128175774007], [-2.8290125287721177, -0.16820696150824005, -1.0126918213466132], [1.681857130715179, -1.341621958221237, 0.6451502394568726], [4.126056134033404, 1.674810455271607, -3.029472015375195], [-2.710012610296732, -1.2403839982793101, 0.6398294574450185], [-0.7389035459738115, -0.6484112240313749, 2.5800458966233197], [-1.572900350902755, 0.6388320818437745, -1.0929762208311], [2.418718224914269, -0.6240839321923356, 0.3369212836484173], [-0.5044508970309429, 0.05278458595036019, 0.39064557087177565], [0.24253095767137947, 1.8711113192590627, 0.31948195443988253], [-0.3418114595854733, -0.2585852357188823, -0.20168669223417338], [0.05067535337451194, -1.5036217743572131, -0.20598191194300908], [3.379043490779913, 1.121973832333356, -2.9421929774350275], [-2.886166487139058, -2.842490108635885, 1.2367544183739134], [-0.8313125636368998, 1.7355116016464502, 1.636472204442918], [-1.899115891575732, -2.636042032009686, -0.9640849382407681], [1.8568748666552186, 0.4184879612428514, 0.04189276737905303], [0.2993432064845025, 2.212621397956334, 1.016642296010671], [1.826784478407252, -3.657389339008834, 0.7569560443563285], [-0.9123254809518605, 2.6022786996997467, -1.92050309359893], [-0.8294869326450574, 1.369930079633937, 1.197817742184478]]
null
[]
null
null
null
-26.582814
null
5.385817
1.848054
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:09:21
2351759394585975348471965671790098390995097578532319591302251580245266005306236133030711305347560826159843447989970665127052802381302083336760205320696640
PO_2351759394585975348471965
null
null
null
[ "water_90k_train_35" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:26
2682220715439760567811026831154773947735266959342453853142966118949828336968921592678749358689193677427104973776028052298700645811395029936521522890845362
CO_2682220715439760567811026
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.596114760000001, 4.21019985, 4.39614987 ], [ 5.16481494, 4.208401490000001, 4.23055331 ], [ 4.36553401, 4.4756177600000004, 5.356913090000001 ], [ 2.9747229800000006, 4.5171594100000005, 5.2911378000000004 ], [ 2.3649906000000005, 4.35380514, 4.09875273 ], [ 3.1579023800000003, 3.898493480000001, 3.0262340700000006 ], [ 4.539920950000001, 3.7913643700000006, 3.0187459300000006 ], [ 6.953637780000001, 3.4800913800000006, 5.15814877 ], [ 7.15202116, 4.07319747, 3.4595724700000003 ], [ 6.984555510000001, 5.12407633, 4.889798280000001 ], [ 4.796857210000001, 4.644544970000001, 6.321776890000001 ], [ 2.3721154100000006, 4.729960760000001, 6.18498778 ], [ 1.2611617600000007, 4.48542002, 3.9285654900000004 ], [ 2.5842186300000005, 3.5420387600000005, 2.1421146900000005 ], [ 5.0735773, 3.6318777100000004, 2.0613488400000004 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7243289210213901807256260108916591089172834786219243498771782216314319882375392771336429680268412859268431147348955713308994037849274425282237556388056231
1
i-PI
DFT-PBE-vdW-TS
null
[[2.57265707790561, 0.23558623356729264, 0.9007065960867592], [-1.3770919259018295, -0.678061319758131, -0.1681674533067019], [-0.3959705310304036, -0.24449499533039268, -0.49200932301908606], [0.2575320872391501, 0.8015570946438034, 1.7281452759181168], [-1.2323196313440634, -0.8863742262133985, -2.1385076787689625], [-1.6122150529061956, -0.4736801024484426, -1.500665017337923], [-0.06606594578929682, 1.2655034221828527, 0.9115280951787275], [-0.22821692420032164, -0.30135010262329415, -0.5498398163487108], [0.047151659642493564, -0.10099896641067528, 0.06953040816276065], [-0.2436153501661775, 0.2329125248644418, -0.451066747990504], [0.6503196920664674, 0.16128394462507623, 0.5656358175084198], [0.2692744975693745, 0.07567267883474213, -0.06656248875838955], [0.9853699128536101, -0.26265399726757627, 0.32372488908106484], [0.43199395156758263, 0.45602152718440714, 0.18206004039150925], [-0.05880351750600733, -0.2809237158507041, 0.6854874032029218]]
null
[]
null
null
null
-7,382.062263
null
2.735935
1.220613
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:26:41
10548372347881943087556402860656488237397734770964043066930097094685043749832155439174479025525836458192754877514988745271602409075199303833859559152151453
PO_1054837234788194308755640
null
null
null
[ "toluene_10k_test_9877" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:45
12579743871584841171778129709379152894934306434935554389889551945480068022859514915600334867750113876775053917384985275685106337958510791209625446947415784
CO_1257974387158484117177812
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.62138156, 3.98138059, 4.25087843 ], [ 5.1659723, 4.0696430900000005, 4.3359075 ], [ 4.54478009, 5.25931953, 4.82628037 ], [ 3.11917781, 5.390770160000001, 4.76416577 ], [ 2.3836983500000004, 4.44996135, 4.0594331200000005 ], [ 3.03419905, 3.36890708, 3.58076587 ], [ 4.38330285, 3.05337516, 3.78477495 ], [ 7.0803951000000005, 4.16259612, 3.2303063300000003 ], [ 6.84615653, 4.75199198, 4.94304992 ], [ 7.119943640000001, 3.08532067, 4.65831999 ], [ 5.17240534, 6.07422888, 5.16206574 ], [ 2.54810704, 6.281034480000001, 5.02166233 ], [ 1.30539074, 4.46775996, 4.00632934 ], [ 2.58042768, 2.72309677, 2.82487424 ], [ 4.8591149300000005, 2.14382659, 3.49899661 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10389525219581017892140470617201550118929702367780428901648040192110526996370845497114365620762694518335144250597144253834106860489158435904124561400770070
1
i-PI
DFT-PBE-vdW-TS
null
[[1.4774256321853332, -0.1414868782685716, -0.24049933291947498], [-1.321989454580357, 0.033200697302082235, -0.18711157850988347], [-1.2944081167477728, -0.8084060024654672, -0.5821375099370195], [1.0980495276777862, 0.5057651552130572, -0.3301587835601969], [-0.2315048973503039, 0.5319940839396184, 1.0050579767395997], [0.9061845727840199, -3.1788622632478973, -1.9038120552332574], [-0.8038655367528273, 2.0860199932300314, 0.6138579968912389], [-0.6064352786101612, 0.05353472165976604, 0.8805480747955312], [1.6098965213287897, 1.2082544780217943, 0.5174290461029789], [-0.4477866577513481, -0.20764770328407026, -0.1273834921880052], [0.10378509052902504, 0.24599229901846534, 0.2773045437105058], [0.4675306143681917, 0.29890237770087075, 0.5945531091633737], [-0.362793193197729, 0.4502075442968111, -0.31914856595959523], [-0.7187261306137817, -0.3155597608950151, 0.4256014656610062], [0.1246373067311432, -0.7619087422214746, -0.6241008947568046]]
null
[]
null
null
null
-7,381.70641
null
3.814556
1.361462
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:52:57
10715502419667908442284605575458067005331239389558283315920268848963419592585218727687398546079493622187785712025003652008670947161802832441851229263682889
PO_1071550241966790844228460
null
null
null
[ "toluene_10k_train_2762" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:34
8842892300508843429922133576069346334869004086474723946332063554414469539105020295694356705725036934690353410726893830472043427300564537680731997308459298
CO_8842892300508843429922133
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C10H8
C5H4
A5B4
[ 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5555555555555556, 0.4444444444444444 ]
2
18
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.4777170799999997, 3.22221959, 4.61421376 ], [ 2.30518895, 3.91854511, 4.5727074 ], [ 2.32951522, 5.2835445100000005, 4.52779815 ], [ 3.4888526200000003, 6.07608723, 4.52099997 ], [ 4.67428186, 5.46574, 4.73877326 ], [ 5.97525265, 6.11839956, 4.67582799 ], [ 7.09224219, 5.46417217, 4.8607086 ], [ 7.10270373, 3.98582191, 4.84071474 ], [ 5.8588797800000005, 3.3888386500000003, 4.93943624 ], [ 4.66587491, 4.04739752, 4.75148093 ], [ 3.54097529, 2.16764736, 4.38479899 ], [ 1.3364957300000002, 3.44941232, 4.44631469 ], [ 1.44450471, 5.8169024700000005, 4.13655159 ], [ 3.43391957, 7.23950566, 4.52067676 ], [ 5.8357799, 7.20830214, 4.70181142 ], [ 8.14937506, 6.02317561, 4.91190031 ], [ 7.95600691, 3.3706139, 4.82369152 ], [ 5.9195123, 2.33784443, 4.83155391 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7543776566957601104952486326184268851328003623225615269132823741990929352461283205987789873124842394500983759270883282838764999210004491635416389697913295
1
i-PI
DFT-PBE-vdW-TS
null
[[1.0785820487352409, 1.586118307197756, 0.15369286698218426], [-0.7067217900745516, -1.194791192045973, -0.38386317017569416], [-0.4557086405336913, 3.3610752222846667, -1.274730602735758], [-2.4696417938971025, 2.3994823111100705, 0.685414947147766], [2.6000008328953554, -1.1217717303425943, -0.82254993619398], [-4.190699106329779, 1.9795354069422544, 0.9728798279678862], [5.779667392517601, -1.969175483315207, -0.2897478639900575], [-2.1613440666559125, 2.665010353647706, 0.9717348364087193], [2.8303891344817895, -0.3063457416311514, -1.3193802735801274], [-1.409319610550846, -1.4530992878087743, 0.518885174798747], [0.14995989450151168, -0.37270825240931255, 0.4210498960366028], [-0.16516878238218394, -0.37584022932050093, -0.04457177141864104], [-0.12818805500266256, -0.25416012634147017, 0.7821912337167592], [-0.07691513298464216, -1.9364657244502725, -0.35588737641215373], [0.6986478495953257, -0.038597315462097125, -0.17378571885846458], [-2.281833178414884, -1.1009818836045326, -0.18657662456440705], [1.3704498970968564, -0.4298338312817751, 0.10870719861477537], [-0.45150067155467444, -1.4374994028105177, 0.24123622161599131]]
null
[]
null
null
null
-10,489.495385
null
6.112787
2.395289
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:58
11274466849955006250415033172783457370923591837806350790017169513973188634813200075390586323941716202536190218349975146949748797292639103422483975604108878
PO_1127446684995500625041503
null
null
null
[ "naphthalene_10k_train_6764" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:40
212264410775979475066439277877514569842065341772850893991995682080436891631343674869239633069467477327131168287411021881362296551105724040693443702575939
CO_2122644107759794750664392
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.642627710000001, 3.9486913900000005, 4.38069497 ], [ 5.211506440000001, 4.1686399000000005, 4.34731466 ], [ 4.477611510000001, 5.383135650000001, 4.648615500000001 ], [ 3.0598249000000006, 5.406348830000001, 4.500895270000001 ], [ 2.3432808500000006, 4.356281720000001, 3.9941928500000006 ], [ 3.0546517300000007, 3.0960511300000007, 3.7075433000000007 ], [ 4.383685400000001, 3.1426986100000005, 3.8722882600000004 ], [ 6.917272710000001, 2.9619170600000007, 5.00053934 ], [ 6.77443665, 3.6191002900000004, 3.3343586400000005 ], [ 7.165033170000001, 4.8707601700000005, 4.61724637 ], [ 4.912502140000001, 6.238942740000001, 5.13941765 ], [ 2.6262852400000005, 6.364131780000001, 4.824935160000001 ], [ 1.3269382400000005, 4.6773688700000005, 3.9482371400000007 ], [ 2.469487590000001, 2.2205243700000006, 3.3596151700000005 ], [ 4.876705040000001, 2.2007209300000006, 3.5280415200000004 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
11572669395518360916378249044333288290357860317455587237154638778550649940943939364958562125582452841242071065991715593500747053739923232110246859450835819
1
i-PI
DFT-PBE-vdW-TS
null
[[0.7513591005262715, -2.309500550192879, 0.15203147830210575], [-3.5944571472991163, 2.192605483891675, 0.5993986859827205], [0.1672080676940632, -2.107758354502651, 0.10187158713086239], [2.269210689044633, 1.0580556165484978, 0.36038234203954567], [1.056029422924208, -1.1762100643630309, 0.1831257347134973], [-3.9900832769630914, 2.6678969780664734, 0.101518602542916], [2.314706367927494, -2.4885409177855085, -0.6688701211024447], [-0.2700213319892643, 2.274884599858334, -0.8162703031565707], [1.0611198519148441, 0.2643169912036309, 0.059295976379362444], [0.6443787691034105, -0.13907299241691187, 0.19320568550353256], [0.6000222503837761, 0.34269485031693414, -0.0058076629778476396], [-0.41460969511987256, -0.36420435554564823, -0.2948248845107594], [-1.3102723789851707, -1.0779896693824185, -0.49937359983583185], [0.6006315750217586, 0.4112649788061527, 0.09957247599191696], [0.1147777358160531, 0.45155740549737, 0.43474400299699584]]
null
[]
null
null
null
-7,381.455303
null
4.800911
1.990671
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:50
132362801875729823785106927598421315231861275773635798212729639472247743176641082939208018133740179403584212505975214451059775989548391464665096300831950
PO_1323628018757298237851069
null
null
null
[ "toluene_10k_test_6277" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:43
7107557070389879280917159271224790194292364497564864556576462554184941699245591294956257329090438224556131382093489546375474481464267169645773338910316043
CO_7107557070389879280917159
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 4.96677, 3.96076, 3.00828 ], [ 4.00631, 4.13316, 2.83214 ], [ 5.39466, 4.65526, 3.6077 ], [ 8.359427769470216, 1.86793, 11.819870769470215 ], [ 8.307467769470215, 2.37257, 0.253615 ], [ 8.624697769470215, 2.5429, 11.088037769470215 ], [ 1.51161, 9.359527769470215, 12.243673769470215 ], [ 0.782808, 9.686817769470215, 0.459774 ], [ 2.32845, 9.919827769470215, 12.328645769470215 ], [ 8.652477769470215, 2.78788, 1.97403 ], [ 8.047827769470214, 2.22104, 2.61136 ], [ 8.803677769470214, 3.67649, 2.43273 ], [ 8.014077769470216, 11.553212769470214, 12.403502869470215 ], [ 8.012857769470216, 11.177607769470216, 0.923831 ], [ 8.036197769470215, 0.118382, 12.374391969470215 ], [ 8.758377769470215, 2.69819, 7.619837769470215 ], [ 8.599167769470215, 3.38817, 6.894377769470215 ], [ 8.930827769470215, 3.13584, 8.561197769470215 ], [ 8.503527769470214, 5.40595, 11.867225769470215 ], [ 7.973757769470215, 6.260447769470215, 11.732978769470215 ], [ 8.766647769470215, 5.26693, 0.385298 ], [ 3.02246, 12.195740769470214, 3.54549 ], [ 3.54082, 0.271754, 2.81561 ], [ 2.15165, 0.256707, 3.65668 ], [ 12.006408769470214, 0.0676482, 9.430317769470214 ], [ 12.256517769470214, 0.973295, 9.059187769470215 ], [ 11.145737769470214, 12.163250769470215, 8.962707769470214 ], [ 2.06795, 2.27311, 6.658877769470215 ], [ 2.89374, 2.88274, 6.623487769470215 ], [ 2.32351, 1.39296, 6.1588 ], [ 10.003767769470215, 8.654327769470214, 0.704224 ], [ 10.503937769470214, 7.992147769470215, 0.159061 ], [ 9.596507769470215, 8.218857769470215, 1.50646 ], [ 11.146487769470214, 8.339677769470214, 5.86058 ], [ 11.948453769470214, 7.980577769470215, 6.311487769470215 ], [ 11.003747769470214, 9.273667769470215, 6.26903 ], [ 4.70823, 0.686124, 1.40358 ], [ 4.69207, 1.23875, 0.547363 ], [ 5.45238, 1.00715, 2.06854 ], [ 11.920966769470215, 2.81618, 10.506967769470215 ], [ 0.0815798, 3.56818, 10.755727769470216 ], [ 12.101609769470215, 2.02802, 11.147547769470215 ], [ 9.353327769470216, 5.47812, 2.57991 ], [ 9.016287769470214, 6.3697577694702145, 2.85246 ], [ 10.088947769470215, 5.22742, 3.23839 ], [ 4.12158, 6.406437769470215, 7.215007769470215 ], [ 3.49647, 6.939457769470215, 6.561067769470215 ], [ 5.0322, 6.834287769470214, 7.341057769470215 ], [ 0.885744, 4.95796, 10.980227769470215 ], [ 1.48225, 5.54332, 10.421417769470215 ], [ 1.25494, 4.87381, 11.919268769470214 ], [ 2.00571, 4.52638, 2.89689 ], [ 1.23004, 4.47393, 3.58055 ], [ 1.87065, 3.92437, 2.15484 ], [ 11.679909769470214, 10.730217769470215, 1.36465 ], [ 10.971947769470216, 9.973207769470214, 1.09731 ], [ 11.667884769470215, 10.989517769470215, 2.31105 ], [ 3.7187, 12.303997769470215, 6.19838 ], [ 3.50067, 11.978076769470215, 5.24175 ], [ 4.43468, 0.557966, 6.10662 ], [ 1.50167, 8.939337769470214, 9.660107769470216 ], [ 1.63376, 9.374257769470216, 10.567717769470216 ], [ 1.99504, 9.493347769470216, 8.945147769470214 ], [ 9.112557769470214, 11.245527769470215, 9.916527769470214 ], [ 8.823847769470214, 11.296107769470215, 10.897327769470214 ], [ 9.937137769470215, 10.631957769470215, 9.851897769470215 ], [ 11.397497769470215, 5.68318, 4.77018 ], [ 11.350837769470214, 6.649737769470215, 5.13119 ], [ 11.658463769470215, 4.99858, 5.46447 ], [ 4.32542, 2.2274, 9.269857769470214 ], [ 4.94446, 2.85767, 8.796817769470215 ], [ 3.33353, 2.37516, 9.094937769470215 ], [ 12.270303769470214, 7.344767769470215, 2.07105 ], [ 11.896659769470215, 6.966187769470215, 1.23901 ], [ 11.993077769470215, 6.871087769470215, 2.92745 ], [ 6.432317769470215, 1.74031, 3.26524 ], [ 5.8775, 2.60293, 3.0751 ], [ 6.21575, 1.42504, 4.2217 ], [ 5.95336, 6.15511, 4.27743 ], [ 5.75775, 6.734417769470215, 3.42437 ], [ 6.830127769470215, 6.389377769470215, 4.67991 ], [ 9.822847769470215, 0.530328, 6.605007769470215 ], [ 9.659347769470216, 0.380529, 5.61043 ], [ 9.194157769470214, 1.21221, 7.039197769470215 ], [ 7.717487769470215, 10.542087769470214, 2.82865 ], [ 6.8233777694702145, 10.483627769470214, 3.28771 ], [ 8.375817769470215, 11.280567769470215, 3.14234 ], [ 6.409307769470215, 9.388467769470214, 6.09851 ], [ 5.89323, 9.920307769470215, 5.39054 ], [ 6.668397769470215, 9.957337769470215, 6.864137769470215 ], [ 8.760217769470215, 7.938767769470215, 3.47134 ], [ 9.323167769470215, 8.022207769470214, 4.3518 ], [ 8.541927769470215, 8.863387769470215, 3.11367 ], [ 4.94869, 8.254117769470215, 2.2107 ], [ 4.18221, 7.666037769470215, 1.86815 ], [ 5.40342, 8.751247769470215, 1.43221 ], [ 2.86754, 10.016437769470215, 7.7087477694702145 ], [ 2.57033, 9.200617769470215, 7.219487769470215 ], [ 3.09231, 10.719707769470215, 6.989857769470214 ], [ 6.14897, 4.7575, 9.324357769470215 ], [ 7.010607769470215, 5.30614, 9.384457769470215 ], [ 5.52753, 4.87317, 10.140397769470216 ], [ 2.77748, 6.500137769470215, 9.794477769470214 ], [ 2.07243, 7.232467769470214, 9.744007769470215 ], [ 3.30854, 6.380097769470215, 8.947147769470215 ], [ 5.55422, 3.89181, 6.923547769470215 ], [ 5.01253, 4.69489, 6.609147769470215 ], [ 5.9965, 4.15311, 7.776667769470214 ], [ 6.960407769470215, 11.555588769470216, 8.210987769470215 ], [ 6.1748, 11.763197769470215, 8.787477769470215 ], [ 7.7673277694702145, 11.735416769470215, 8.794407769470215 ], [ 11.483258769470215, 10.837977769470214, 7.061037769470214 ], [ 10.826257769470216, 11.585383769470216, 7.2527577694702146 ], [ 12.184307769470214, 10.756987769470214, 7.786487769470215 ], [ 9.806767769470214, 11.995766769470215, 3.66144 ], [ 10.288277769470215, 0.394423, 3.2741 ], [ 10.505287769470215, 11.238327769470216, 3.87055 ], [ 10.677857769470215, 6.4826777694702145, 9.290127769470214 ], [ 9.983257769470214, 7.220847769470215, 9.077057769470215 ], [ 10.201487769470216, 5.60277, 9.386207769470214 ], [ 7.803777769470215, 7.3338877694702145, 6.709557769470215 ], [ 7.309107769470215, 8.157327769470214, 6.357567769470215 ], [ 8.526177769470214, 7.610777769470215, 7.389187769470215 ], [ 11.218237769470214, 9.329047769470215, 9.802267769470214 ], [ 12.220919769470214, 9.327927769470215, 9.633937769470215 ], [ 10.806077769470214, 8.453017769470215, 10.056307769470216 ], [ 2.15028, 7.993227769470215, 6.13404 ], [ 1.74249, 8.315187769470214, 5.26346 ], [ 1.44411, 7.529867769470215, 6.700007769470215 ], [ 3.72745, 11.039317769470214, 11.950021769470215 ], [ 3.87903, 11.787980769470215, 0.178204 ], [ 3.84098, 11.355087769470215, 10.965007769470215 ], [ 11.390337769470214, 6.6391377694702145, 12.010614769470214 ], [ 12.270793769470215, 6.335367769470214, 11.602902769470214 ], [ 10.579477769470214, 6.16689, 11.686932769470214 ], [ 5.09392, 10.275237769470214, 3.90806 ], [ 4.33947, 10.889807769470215, 3.59135 ], [ 5.103, 9.372257769470215, 3.45088 ], [ 8.258257769470216, 4.71972, 5.92203 ], [ 8.066607769470215, 5.69508, 6.09162 ], [ 7.396347769470215, 4.31328, 5.58802 ], [ 4.36655, 11.762657769470215, 9.561387769470215 ], [ 4.08335, 11.108227769470215, 8.821427769470215 ], [ 4.29734, 0.266674, 9.269667769470214 ], [ 0.910606, 1.6958, 3.91192 ], [ 0.462727, 1.98925, 4.74423 ], [ 0.206609, 1.49605, 3.17939 ], [ 12.127504769470216, 10.947817769470214, 4.22645 ], [ 11.903426769470215, 10.799147769470215, 5.2 ], [ 0.639817, 10.590757769470216, 4.01251 ], [ 9.569217769470214, 3.92014, 9.824057769470215 ], [ 9.142597769470214, 4.32441, 10.665477769470215 ], [ 10.489817769470214, 3.48251, 9.983487769470216 ], [ 1.39483, 8.743137769470215, 3.58 ], [ 2.28458, 8.557747769470215, 3.18358 ], [ 0.719147, 8.347037769470216, 2.90777 ], [ 0.215263, 6.377427769470215, 7.320017769470215 ], [ 11.873583769470216, 6.433427769470215, 7.956127769470215 ], [ 0.568756, 5.42563, 7.254157769470215 ], [ 2.47511, 7.253897769470215, 0.976824 ], [ 1.77534, 6.825577769470215, 1.60682 ], [ 2.0886, 8.055367769470216, 0.433783 ], [ 1.99815, 2.98409, 0.540191 ], [ 2.92283, 3.07607, 0.165068 ], [ 1.5121, 2.11976, 0.30926 ], [ 4.26367, 5.86328, 11.724161769470214 ], [ 3.58877, 5.96658, 10.930527769470215 ], [ 3.91434, 6.287257769470215, 0.0824273 ], [ 12.268303769470215, 0.500878, 12.163162769470215 ], [ 12.121090769470214, 12.023799769470214, 0.168872 ], [ 12.260858769470214, 0.37911, 11.129777769470214 ], [ 6.676537769470215, 7.261387769470215, 11.046177769470216 ], [ 5.85179, 6.692497769470215, 11.030597769470216 ], [ 6.541097769470215, 8.187197769470215, 11.508576769470215 ], [ 8.690177769470214, 8.100217769470214, 9.379527769470215 ], [ 7.873127769470215, 7.741717769470215, 9.838027769470216 ], [ 8.926597769470215, 9.038047769470214, 9.646827769470214 ], [ 4.61136, 2.67416, 11.998627769470215 ], [ 5.0708, 3.57168, 12.197080769470215 ], [ 4.76721, 2.35744, 11.035497769470215 ], [ 11.147157769470216, 1.65194, 1.83491 ], [ 11.571549769470215, 1.30876, 1.0148 ], [ 10.190047769470215, 2.07192, 1.7768 ], [ 6.05841, 9.405827769470214, 12.320432769470214 ], [ 6.911087769470215, 10.006887769470215, 12.364717269470216 ], [ 5.1799, 9.873497769470214, 12.012307769470215 ], [ 11.820260769470215, 3.55289, 6.380027769470215 ], [ 0.074307, 2.87331, 6.743527769470215 ], [ 10.871897769470214, 3.2585, 6.442677769470214 ], [ 6.11986, 1.49225, 5.95406 ], [ 6.18993, 2.45021, 6.373507769470215 ], [ 6.749847769470215, 0.884847, 6.436647769470214 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10246805770045590051375415972306394575716274170884566828861067324754470546169138075272622227596417382465845908523857183886911330693626798706935454019181723
1
DLPOLY
NPT-PME-SHAKE
null
[[2.218826808762335, -1.514428122175909, -0.2648955877837967], [-2.4515665735204584, 0.6603580491680152, -0.1827274493376559], [0.012821480174774896, 0.9217788670853909, 0.45724901259815476], [0.35303843972295507, 1.417882163975487, -1.4657171650942822], [-0.018673169555586778, -0.15605198842003562, 0.9439379510956388], [-0.35845549016240746, -1.4589480202527958, 0.6483635234591414], [-3.053604168509643, -0.3521984760100813, 1.4721393966831624], [0.8177829467852415, -0.42664389181163304, -1.1162454272496891], [2.183563076634872, 1.6021494745131504, 0.005021395874854513], [-1.4135067205769862, -1.7569855319828, 1.8227689575083301], [0.9263798040980863, 0.9000013876530104, -1.7888885419756362], [0.34556332641241394, 1.0116857729140538, -0.21710438446314306], [-0.1509358852272195, -2.199664187971477, 1.366669095059435], [0.08340965424890678, 0.7973801111163149, -1.1293544117825618], [0.1090387380683523, 1.2306660907906672, -0.08355058775777822], [0.184137218067936, 0.17374196245357865, 2.6745103753081025], [-0.07516829629167078, 0.9235264425953968, -0.28743454180564876], [-0.26150147524860673, -0.8781805440640541, -2.4807072867394147], [0.6390922667832295, -0.628142817247833, -0.9702513213058509], [-0.5635865973533988, 0.46169817506283467, -0.06461172601485136], [0.10477343962755392, -0.05734822978840026, 1.2003805638381095], [1.0082513317132484, 0.9758539703354477, -1.4225741657169917], [-0.1479428911403559, -1.0963369429657266, 0.7810448333342005], [-0.790342108504058, 0.1871211056819187, 0.45546240934723065], [-1.8365023858958949, -0.9900253767044281, -1.0393130770685135], [0.16896713517301432, 0.5237132553819255, -0.04005460414596028], [1.6449021964812587, 0.709975317122077, 1.3686768555088957], [2.0400320547845405, -1.4655697269619243, -1.3794094842614129], [-1.176617006034556, -0.3423283603318572, 0.1916266415501472], [-0.9602862381247257, 1.8388613960136198, 1.3838022733225444], [-0.8909599610069504, 2.494306286241594, 0.3404411522376772], [1.4160088324114113, -1.6506349379805834, -1.4315288640499], [-0.6548074371263093, -0.5785559042033743, 1.215258805959276], [-1.7811263579485632, 2.099696797817222, -0.3886560233680767], [1.9489109525717547, -1.611446749683008, 1.0275874091304098], [-0.33125315474239087, -0.6558481768841292, -0.5927316469880124], [1.255383660038889, -0.0056880330538947085, 1.776473383947977], [0.18276474251231106, 0.5599656902793172, 0.10615155252353371], [-1.5881948889270494, -0.6363646613346099, -1.6743421223805879], [-1.1373507622551444, -3.3623829818234805, 0.42147618527249164], [1.4103541463939233, 2.355289473090806, 0.25269204684022734], [-0.5947220617748429, 0.8745726462369452, -0.7634173036861268], [1.2945891939990946, -2.5443875506710167, -0.46511960701666744], [-1.276085708388189, 2.5770667790665605, 0.5930135140057553], [0.03365479182602994, -0.20402748940613655, -0.04748548601679407], [-1.7152605405255388, 0.7349140435688355, -1.2633062914452926], [1.6917441584144677, -1.0472270356436022, 1.6509341506609563], [0.08068638521594483, 0.34674369875440797, -0.2778458595036018], [-0.6234811704159317, -0.3278711841710421, 0.8092098530302004], [0.9355469867982162, 0.7049580842062537, -0.9216704566939514], [0.20862278907847698, -0.33308789220711416, 0.40679698463000835], [-0.661754375009757, 3.3035248121031096, 5.073216041962627], [1.4881711253692458, -0.0306614941900703, -1.284411626450748], [-0.675253636951812, -3.254969965985156, -3.8965730174341253], [-2.1076324384705982, -3.7038583691954905, -4.963808274921814], [2.644749554650112, 3.0041516843505693, 1.3612442390717987], [-0.2671258063564915, 0.5303046071814512, 3.28452697510724], [-1.2483976944145232, -1.2277043188965382, -1.5835202328481752], [0.017922102363693446, 0.27550723053946746, 1.1305989630762878], [1.292412313338988, 0.9406899757681092, 0.3900020467881904], [0.04842301908196346, 0.3883620143864926, -1.4379380863918072], [-0.19616513417737327, -0.22733008622528894, 0.8979025624747403], [-0.0925104897894757, -0.5047327640486858, 0.2763259458156191], [1.2006927857654555, -1.126991065249179, 0.23713645659334656], [-0.32198926997309685, 0.40141419187425087, -0.13323333558826947], [-0.5610714762720007, 0.6552714336016707, -0.0895734354645949], [-0.35758430425679905, 2.2124305956674, -1.5861437643210128], [-0.04189558604923046, -1.358416896063055, 0.0069343189138839885], [0.15467864558127917, -0.6844338288989147, 0.9799518831318634], [-0.9172733312171625, -1.459589809770118, 1.0869529394827175], [0.5383356489792945, 1.0461169132352608, -0.9137868530284659], [0.3418860459347838, 0.292543273091847, -0.2925948764381723], [1.611706934622463, 1.298192755410546, 2.792673365561574], [-1.4257224034843965, -1.3375197090091637, -2.4651612366069804], [-0.384992185778985, -0.4146788537292307, -0.24983825169597215], [-1.2554400334424376, 1.106332381056455, 0.4348037251545065], [0.8967143845845627, -1.200675440102825, 0.15722065243975417], [0.4403500007805548, 0.20337225700027578, -0.581305191730282], [-2.2435053502696385, 0.8821527008063998, -3.343298416514459], [0.525257019356025, -1.3863477493135454, 2.5027362782799347], [1.7684596878127639, 0.7557895485444387, 0.812665976309294], [0.43418795413112976, -0.6441398546086559, -0.08444996036516089], [-0.233413210109746, 0.12012044828130501, 0.22027950800762516], [0.13294583123017173, 0.2329010794205855, -0.1825557272776156], [2.1633467068392216, 0.13535557741109047, -1.292993393037104], [-0.9259461625323279, 0.5699221006291272, 0.9341506609564746], [-1.173924091911197, -0.8354278220959458, 0.18040182962049425], [-0.8363644878779836, -0.9857626801130243, -2.116604482466137], [0.07441419360881714, -0.2929842865642232, 0.10630809712877246], [0.599210251980441, 1.8704738661573979, 2.1098353376246504], [2.041679892734422, 0.11199790811308678, 2.4768261947258776], [-1.5917030491940338, -0.3270372914400889, -2.3157196802153637], [-0.5108124188006168, 0.4858910380164888, -0.10636663874014983], [-0.20231764071235164, -0.42200262613332223, -0.838628096851242], [0.37481635279690134, 0.44273936580788287, 0.10924428417052173], [-0.21943997793631712, -0.4229462301804123, 0.47927366772301755], [0.8925991261255167, 2.9854270415411275, -0.25000130092469725], [-0.49196635635276226, -2.213558063738372, -1.0236022431410914], [0.06121240978087224, -0.17309713744529612, 1.102954313259198], [-0.31774391904432336, 0.3217321205246022, 1.2137063691538612], [-0.6396299823247698, -0.2977829641309042, 0.23679474703952902], [1.0468584403127077, 0.016706474962403274, -1.0563031536149228], [-0.8579858563466911, -0.786964040706801, 0.8652536889887998], [0.04185243871343751, 0.7924279244353554, -0.45359341419881255], [0.41554310136978695, 0.25215086216616106, -1.400692612308829], [-1.0681285591131509, -0.20868479982238042, -2.2086232227200426], [-0.17759530140690669, -0.07082537601060167, -0.20146770324346544], [1.115811785683931, 0.5439122795149458, 2.284948474709157], [0.6268288833035855, -0.024151797097376818, -0.7945701137702011], [-1.8932096934501044, 0.113411145975893, 0.6352675481732415], [1.2036111935030087, -0.3115463137865061, 0.008882800561305642], [0.4127036163972018, -0.9217832035010485, -0.5926189001809152], [-0.5816824598924916, 0.6131735103978575, -0.3426483878073868], [0.16759812874991545, 0.09853073564689782, 0.35604444305679145], [2.4347803085099557, 0.4308879418157093, -0.2842689583756134], [-1.1379188327062877, -2.0078385049426464, 0.6814763934204432], [-1.5834942143542294, 2.2627850542832513, -0.46227058192963555], [-0.1027669801027904, 1.47634138345536, -1.0540482174729797], [0.6458440659620858, -0.8299726111987068, 0.4829726302789356], [-0.320514455007953, -1.310829070636742, 0.14129343137101852], [1.4931883582850691, -0.6087113386862049, 0.7462711161760446], [-0.4169138423591489, 0.23222286401173953, -0.05750217254424445], [-1.0235068419966245, -0.28385439703874843, -0.6784148839661899], [-0.610840518774078, 2.5486285651841327, -0.47840204817584336], [0.39788434952897855, -0.8584715349003406, 0.3111369561484303], [0.3004702409139083, -1.6175741050071726, 0.3683915193586268], [0.0756544084868858, -0.024403439297986343, 0.4871008979849543], [-0.03721156331253588, 0.2105329801756422, -0.8739135110569926], [-0.20380199579194222, -0.5495105921288852, 0.24441339570833617], [-0.2933333680246586, -0.2950462522094038, -0.6771790055037787], [0.2386364227693044, 0.2204607701821121, 0.05803425074542985], [0.21206156669494008, -0.231212045521957, 1.287338707019616], [1.4585273879340102, 1.8366107962873344, 2.038908923129227], [-0.2853361502689445, -0.5835818099505129, -0.6559695965225416], [-1.407062806909818, -1.3979042970410036, -1.2457221259537947], [0.17587591259867513, 1.5676055873848465, 0.8912244823620629], [0.1320369185083424, -0.368154317422157, -0.021620761370515496], [-0.3671690837847542, -0.8180864958812725, -0.8223622017196489], [-0.21385033815369298, -0.7242984980390729, -0.32605812878460677], [0.4647206567761698, 1.3125809825624053, 0.6066688869114834], [-0.29181822439389915, -0.5503692024290866, -0.2229073758961203], [0.07134227675698553, -2.621484684647181, -0.3090645831056715], [0.031548031007106514, 0.5095982224164937, 0.464781366595376], [-0.1615822193081509, 2.340085999795321, -0.7201745667487117], [-0.39224917738194975, -1.3914777290364657, -3.096374236140382], [-0.8202937314509819, 0.8086851467356331, 1.9582515918981878], [1.1021997769347787, 0.47201017149656643, 0.9160547984173818], [2.4608118117024245, -0.7835209266746803, -1.142021081918361], [-0.1377579516853913, 0.015727485763547395, 0.9348444874616878], [-2.0812973861820985, 0.4936749041218498, 0.36350047613843917], [-0.11428016367367258, -8.85019071556062E-4, 0.14582411845006096], [0.4266542992092112, 0.02952487628206129, -0.12363771502117038], [-0.4321199175040285, 0.24171224239522787, 0.3324400317078713], [-1.7156594907660365, -0.01259811140425281, -0.16171491362727292], [2.266197813405769, -0.049675809565439114, -0.3518177387153455], [-0.1338785942381178, 0.40674321307585426, 0.852864549455086], [1.0476780228719906, 0.2059710709038651, -0.6353239215767901], [-0.6808389403187786, -0.04461738070086884, 0.8449592637113126], [-0.2301448536286259, 0.060647374820689215, 0.027784976227769362], [-0.790029886576712, 0.10336410453883954, 0.4876299406951794], [0.8627602499856899, 0.7426892368428812, -1.0782367440109764], [0.32504644301169267, -1.2717796476402092, 0.825605840631521], [-2.155770988685424, 0.41512073448473846, 0.8767798818066549], [1.59032840543058, -0.5323990959440636, -0.7390683297687995], [0.5035619318211384, 0.02936919895995407, -0.06889957381706917], [1.267521287464463, -2.3386333005500313, -4.580252310008621], [1.208814892292108, 0.2217538893312033, 1.4443776636433179], [-1.7724665358803704, 1.902992647173611, 3.4864478337869222], [0.20659594840012283, -1.164457696530694, -1.7735116120538479], [0.03599211986546704, 1.0492261232617477, -0.17925528132062937], [-0.1305152702540966, -0.16048510614678246, 1.594955360937221], [1.9339156272278335, 1.671150520456607, -0.04494608100771362], [-1.5978781050904316, -0.44402728125818497, 0.4475441143564846], [-0.42370033286326586, -1.5413919547347588, -0.4391401408120892], [1.0387927071896037, -0.5833259614267154, -1.6634750647426857], [-1.4651230761491933, -0.23072506604361046, 1.0576604517157462], [-0.13860008360609388, 1.286965775273064, 0.42212924947052366], [0.4739181943859029, 0.7413753028986336, -0.23021293535444995], [-0.461008684973279, -0.9142031489315939, -0.22991545724033977], [-0.1359808885489139, 0.28167404724611583, 0.32003311286996133], [-2.8213284002268813, 2.0183152851713664, 4.6987231857737815], [0.6534761575194314, -1.0453753861578143, -3.3648894300735632], [2.0704390013755107, -0.998299257779096, -0.7821766378208298], [0.14156966104840654, 1.434833212780978, -0.052507922631406405], [-2.215457413796393, -0.5583785621486419, -0.31335850188980996], [1.8958765890795177, -0.13373679344611483, 0.5937593774988594], [3.4256816411772157, -0.32205388256639483, 0.38748562478209514], [-1.4077045964271404, 1.1523894517556412, -0.6082516786265011], [-1.7698690229014784, -0.9268134456638446, 0.4023599641291697], [-0.4244605065280401, 2.6724635871177234, 0.3862922431931283], [-0.7799520565884898, -1.9941831320369183, -1.0795159866299633], [0.8733627862684796, -1.2323356108188366, 0.734896697906205]]
null
[]
null
null
null
-26.472682
null
6.542177
1.814112
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:44
1451033461552680068173228537912105717715891780158609807205024822705784924035306550690910906318531035563527101570771836671188532141879197033350453104948769
PO_1451033461552680068173228
null
null
null
[ "water_10k_train_506", "water_90k_train_71923" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:49
80852554329245533046248975288159315284191879107322324442234344936968229496458509224312129118466030686524354816229312237860352649103078163399053018251789
CO_8085255432924553304624897
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.37758808, 3.66667026, 4.908710940000001 ], [ 3.25218045, 4.40237966, 3.60796823 ], [ 3.804357, 3.46213462, 2.5719217800000003 ], [ 4.67641298, 4.07118204, 1.9779806 ], [ 2.96819656, 2.58738605, 5.11218699 ], [ 4.09577017, 4.14696797, 5.70369655 ], [ 2.3268124500000003, 4.60413348, 3.15621862 ], [ 3.8732641, 5.238783740000001, 3.7586344400000002 ], [ 3.57220175, 2.45964682, 2.2531309000000004 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10227704797563997945376848777114796359448319484821626385346080309296549034910297357264196980893498382680299496604222578823284684856650041297094313897571774
1
i-PI
DFT-PBE-vdW-TS
null
[[1.2947077307119002, 3.2357658935016564, 0.8416231073391218], [-0.24030663062374982, -2.463421317473721, 1.7799284109602667], [2.305361373762056, 3.0561600724153988, -0.5735433715031135], [1.235114856557752, -0.9326031387868117, -1.8052701497888772], [-1.6701329867485082, -3.9002610246550997, 0.7837443479255719], [-0.6941005024483224, -0.06634754460453146, -0.9281644623927517], [-2.1651971677797515, 0.6954263886085753, 0.23403735139723653], [0.8420004014437484, 1.3831192753946844, -0.794832487069847], [-0.9074470748751318, -1.0078386044001408, 0.46247725313238547]]
null
[]
null
null
null
-7,263.095399
null
4.314584
2.653452
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:33:21
1811646100663099090196568676606516095693430512474572493017003876502297214863276590626258552584042685255455422599632966174612979077323451896198299047848295
PO_1811646100663099090196568
null
null
null
[ "malonaldehyde_10k_train_342" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
2280812530835701485138753633538519516544048788555986265190968358533678855300620024917722965094945583242676987265481870940553024932916479138872120645849181
CO_2280812530835701485138753
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C10H8
C5H4
A5B4
[ 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5555555555555556, 0.4444444444444444 ]
2
18
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.6096767099999996, 3.1756953, 4.60852105 ], [ 2.2923604199999996, 3.7418998099999996, 4.77918512 ], [ 2.1517484, 5.20375318, 4.71461767 ], [ 3.3256508499999997, 5.98453585, 4.78614284 ], [ 4.62172216, 5.4515663299999995, 4.76860516 ], [ 5.79876271, 6.25230836, 4.72104637 ], [ 7.121886699999999, 5.60272957, 4.66331497 ], [ 7.24596194, 4.18050661, 4.79157117 ], [ 6.0754207, 3.45902525, 4.644078299999999 ], [ 4.79050493, 4.01668702, 4.64923885 ], [ 3.8201071499999997, 2.1008007699999998, 4.53555607 ], [ 1.4747903299999998, 3.1190271199999997, 4.58803506 ], [ 1.1677131999999997, 5.62369479, 4.7717354499999995 ], [ 3.31449908, 7.04593964, 4.68052884 ], [ 5.761622259999999, 7.31180291, 4.53725588 ], [ 8.03249264, 6.2244934999999995, 4.460716769999999 ], [ 8.20147766, 3.79123135, 4.74419351 ], [ 6.25562769, 2.3940367399999998, 4.6070692399999995 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3810361205194636760689117022242537129779138174872809578610177617360704094924428757395435236195760032252526124257175279246363104633278705366487297074408999
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.8091580349185534, 1.473249139264856, 0.7448555089542647], [3.537453922027777, 1.6108381249642245, -1.4794690934115968], [2.155224111771981, -1.657917777894861, 1.0251124429110878], [-1.3840497968389265, -0.6888349219358453, -0.5607108664613807], [0.9887377110641911, -0.8752855474291126, -0.2754769691945368], [2.7778395218754826, -2.0890345997184796, -0.5483489575928904], [-1.8545763281357055, 1.2655906701149844, 0.3305975628476721], [-2.6129007377977596, 2.9447882911356724, -1.0523222423215086], [1.2323609150834414, -0.6887359226656641, 0.5945616169149698], [-1.3772098472627679, -0.17551170613455377, 0.39893405907368956], [-0.4742505038437988, 0.11321216540433605, -0.004041060209461885], [-1.5233487699323345, -0.9826197561655158, 0.17496771014487097], [-0.5263701196200259, 0.432434812107446, -0.16544378035490961], [-0.5233271420527378, 1.0086525642526707, 0.20710747321179224], [-0.1803696703218314, 0.5671468190157897, 0.1852236345385967], [-0.7772672700160274, -0.3879061403710758, 0.433399804993556], [1.9318757582873238, -1.2594807151573337, 0.0690396910420927], [-0.5824507061961308, -0.6115434917252516, -0.07753682840152781]]
null
[]
null
null
null
-10,489.964635
null
4.158991
1.869487
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:58
2769367342167968359789906039435138569612790448479752955019775569654511318313090594480856429788687083388493627243077439785765758235984721389496107766727460
PO_2769367342167968359789906
null
null
null
[ "naphthalene_10k_test_51" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
5548336143292492082947169546558751861693977793701251960036562046377548787004095353749411311287534713975354418917124416258812173372080916146101019427032134
CO_5548336143292492082947169
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C4H4N2O2
C2H2NO
A2B2CD
[ 6, 6, 7, 6, 7, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.3333333333333333, 0.3333333333333333, 0.16666666666666666, 0.16666666666666666 ]
4
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 5.39335293, 3.9600327, 3.57582046 ], [ 5.16297084, 2.7346941, 3.9692222999999998 ], [ 3.84849554, 2.28908836, 3.9560401499999998 ], [ 2.7499947799999997, 3.01293519, 3.79953309 ], [ 2.96988043, 4.4170792, 3.6109550599999998 ], [ 4.2899894199999995, 5.02327637, 3.57803749 ], [ 1.61501186, 2.5105819, 3.90340704 ], [ 4.53532029, 6.2113621000000006, 3.74937695 ], [ 5.77117091, 1.8400071599999999, 4.15129441 ], [ 3.6683601599999998, 1.30652862, 4.25970709 ], [ 2.07724777, 4.9837957, 3.42002044 ], [ 6.28628841, 4.55524601, 3.57717468 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
4563485738418738650514765893060923358720603878183564693246231126319691096708127183525057686083755187760987431496037510773758443415269228011756567174924328
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.31229485828649567, 4.013718161526396, 0.03125712200011679], [-1.1022844743718845, -2.644917791779288, -0.3873348437026525], [1.4621054814254666, -2.5680653296526383, 1.0269329655202661], [-3.2000804119521233, 1.7164968599621546, 0.039219795558998155], [-0.5197917887032246, 0.47136683945106017, -0.7383776306779305], [-0.26478855955407543, -1.6049813004305062, 0.8994701881558852], [0.9230153422129287, 0.7339131307780493, -0.3479456649251408], [-0.573680530602523, -0.5026611927773091, -0.6912513265682048], [0.8020060275858724, 0.8118523809549396, 0.0239992547146311], [0.014555237342258501, 1.0193200225925843, -0.3894098845455324], [1.7012487481706395, -0.913778794753396, 0.5851155341191234], [1.069989786737061, -0.5322629858720459, -0.05167550965346008]]
null
[]
null
null
null
-11,279.237531
null
4.025971
2.021707
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:22
2957080007762288687601731247149705015847633702056713834997592472639015434379450285647790578100594783158485871879617691092716766282622969011367457614107878
PO_2957080007762288687601731
null
null
null
[ "uracil_10k_train_7795" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:38
12000993872760987394380618423964870647259582962095352716728526796688738586969572539356332990636418992717770894492480760123728492275994665100804671032929831
CO_1200099387276098739438061
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.7371084999999997, 3.70479309, 4.83660572 ], [ 3.26322324, 3.16795357, 3.5172323299999997 ], [ 3.084886, 4.1927388, 2.4220066399999998 ], [ 4.00421059, 4.11557084, 1.54169228 ], [ 3.91099184, 2.9535427, 5.78109401 ], [ 3.99126932, 4.709497819999999, 4.95419287 ], [ 4.29170802, 2.7591735999999996, 3.13050105 ], [ 2.5096354099999996, 2.40457109, 3.76090943 ], [ 2.20242381, 4.87345457, 2.32505873 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10476376487284031558409693977131580225541952271977189794651567008037118798615282296018276526144757937327177170042884442923386714686914428911418265689230436
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.4494508282374183, -2.248041620174162, 0.7670185440980788], [1.8169410040131355, 0.294980165905266, -0.3077300638125503], [2.2071754756447244, -1.6179284320448375, -2.4153328429247787], [-2.643694061022703, 1.3844273563309726, 1.645633051719863], [-0.07949011669739704, -0.10014662431031197, 0.22945655269651977], [0.5520528762374887, 2.561902257419056, -0.07125339419667598], [-1.7350692038869402, -0.2816137686046651, 0.6029965774250462], [-0.044460930254171784, 0.04875408544975856, -0.5570305674748871], [0.37599578420328544, -0.04233341997107553, 0.10624214246938005]]
null
[]
null
null
null
-7,263.375027
null
3.650089
1.893147
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:58
3923118643780658767394596901174182772978083859198253725521407634512905178038334862313152156317712447746715741980298913341697628260902886754833154863508340
PO_3923118643780658767394596
null
null
null
[ "malonaldehyde_10k_test_6243" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:43
3454172265385012241628479658067410509899189213789747795051452693637433157846228780677309477367337737237900695951435969196987704326600773841078741502756329
CO_3454172265385012241628479
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H12N2O2
C3H6NO
A6B3CD
[ 1, 6, 1, 1, 6, 8, 7, 1, 6, 1, 6, 1, 1, 1, 6, 8, 7, 1, 6, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.2727272727272727, 0.5454545454545454, 0.09090909090909091, 0.09090909090909091 ]
4
22
[ [ 32.92599868774414, 0, 0 ], [ 0, 32.92599868774414, 0 ], [ 0, 0, 32.92599868774414 ] ]
[ [ 11.23061752319336, 26.87037467956543, 9.326620101928711 ], [ 11.909893989562988, 26.174543380737305, 8.834157943725586 ], [ 12.829952239990234, 26.708454132080078, 8.596416473388672 ], [ 12.073606491088867, 25.375097274780273, 9.556791305541992 ], [ 11.401500701904297, 25.582006454467773, 7.527646541595459 ], [ 10.35368537902832, 25.986373901367188, 7.0285964012146 ], [ 12.281414031982422, 24.870269775390625, 6.8195037841796875 ], [ 13.129716873168945, 24.51523780822754, 7.23719596862793 ], [ 12.066688537597656, 24.256277084350586, 5.524682521820068 ], [ 11.863675117492676, 25.010852813720703, 4.764732360839844 ], [ 13.40279483795166, 23.624717712402344, 5.144331455230713 ], [ 13.673304557800293, 22.809316635131836, 5.81519079208374 ], [ 13.317276000976562, 23.21825408935547, 4.136570930480957 ], [ 14.097976684570312, 24.463632583618164, 5.176692962646484 ], [ 10.930828094482422, 23.244935989379883, 5.464944362640381 ], [ 10.62105655670166, 22.521657943725586, 6.4090800285339355 ], [ 10.367478370666504, 23.18122100830078, 4.256289958953857 ], [ 10.735057830810547, 23.71880531311035, 3.4842727184295654 ], [ 9.176004409790039, 22.434654235839844, 3.906080484390259 ], [ 8.758755683898926, 22.785572052001953, 2.9622178077697754 ], [ 8.388612747192383, 22.577016830444336, 4.646236896514893 ], [ 9.483603477478027, 21.4177303314209, 3.6624555587768555 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
9728629533362565882394189518803512276480745208795138091113905589746129607215115697641900468884405183203266640475268256239122240988188027188666770250610688
1
GROMACS
AMBER-03
null
[[-1.1315499544143677, 0.05957414582371712, -2.040300130844116], [0.42173540592193604, -1.4616976976394653, 1.6398115158081055], [0.19676977396011353, -0.6076637506484985, 1.136543869972229], [1.1784570217132568, -0.07320363074541092, -0.8005807995796204], [1.3937304019927979, 5.325192451477051, -2.6931040287017822], [-1.240944266319275, -0.4115903079509735, 1.313093900680542], [-0.24768313765525818, -4.190886497497559, 0.6931958794593811], [-0.3874139189720154, 1.8605151176452637, 2.9902431964874268], [1.0935989618301392, -0.2604042887687683, -0.5133876204490662], [-0.44259247183799744, 1.1693897247314453, 1.3321305513381958], [-1.895970106124878, 1.2026734352111816, -1.222991704940796], [0.2582992911338806, 0.482345312833786, 0.8025243282318115], [0.6760541796684265, 0.35209420323371887, -0.2774752378463745], [2.274137496948242, -1.6826469898223877, -0.6149007678031921], [0.06030431017279625, 1.226342797279358, -2.559189558029175], [-0.6574686169624329, 1.4393523931503296, -1.337536096572876], [-3.539551258087158, -2.103872776031494, -0.7996296286582947], [1.6576313972473145, 1.5466463565826416, 1.2292500734329224], [0.23498697578907013, -0.45652997493743896, -2.3787357807159424], [0.759443461894989, 1.1249351501464844, 0.43936774134635925], [0.38273152709007263, -1.8642981052398682, 1.0234402418136597], [-1.64493727684021, -0.9319371581077576, 2.360330820083618]]
null
[]
null
null
null
null
null
6.128048
2.459375
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:26:39
4170250388522051204632078348451412510266065188618158237704493921158565403412764014857884448310803626759537693329559476937116025016949184239718396537144519
PO_4170250388522051204632078
null
null
null
[ "ala_40k_test_6233" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:50:56
8695484618682021197177853819384149997816249081580076691662363782507114146548454905610483009778575893681014669530299529185194790441000666432585844236990858
CO_8695484618682021197177853
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.51011234, 2.92343324, 3.08863732 ], [ 2.08511577, 3.52363679, 3.04487218 ], [ 4.47316629, 3.6662006, 3.9268759699999998 ], [ 3.4218718999999997, 1.85459699, 3.3863590599999998 ], [ 3.9625964199999997, 2.97305287, 2.12068906 ], [ 2.11366754, 4.566462619999999, 2.6276465599999996 ], [ 1.65574776, 3.04486263, 2.22374939 ], [ 1.53289948, 3.4212454699999997, 3.99059076 ], [ 4.26488206, 3.74957304, 4.8608779 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
9028003362557838667754643948130753460295876374777829388294394725291931507913916369357208291276618506905084979121748416840661003586839101814534994896308075
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.405471010883536, 0.7296556210072452, 2.1597540783772438], [1.8919560525738361, 1.4110495977974475, 0.23421127340363532], [0.0898666375066564, -0.374994235557134, -1.4666791876982828], [0.2674600282951121, 0.2506321523495567, 0.0721321682444715], [0.37686022180115625, 8.634106349705036E-4, -0.8829474909455641], [0.0960497919246834, -0.29697781069117263, 0.9674508679899673], [-1.5405386432092598, -1.4753091240787286, -1.2309509254778297], [-0.04569396314588743, 0.10548922233757088, -0.28351490993915146], [-0.7325305998130137, -0.3516564076026906, 0.4288088388379794]]
null
[]
null
null
null
-4,215.080738
null
2.462729
1.36015
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:58
431707162979460671239690229934139292497091231503603417471701297128088146661834526496097365215702968850824248907451957767116095492200802600308926791348294
PO_4317071629794606712396902
null
null
null
[ "ethanol_10k_test_1812" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
11009303780727517018962613099470032092437632701485059838880818486093182340791701177318396293922099985046105909650136366774354578510918261840061008765662811
CO_1100930378072751701896261
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 2.27826, 1.57534, 0.343199 ], [ 2.05966, 1.06837, 11.922633769470215 ], [ 2.01409, 0.959956, 1.16788 ], [ 5.33078, 11.809968769470215, 9.962077769470215 ], [ 5.89806, 11.306417769470215, 10.640937769470215 ], [ 4.93577, 0.200551, 10.368167769470215 ], [ 2.1498, 6.750697769470215, 7.752397769470215 ], [ 2.55774, 6.2235977694702145, 6.987097769470215 ], [ 2.68308, 7.604067769470215, 7.9103477694702145 ], [ 5.3043, 6.135157769470215, 8.651447769470215 ], [ 6.264647769470215, 6.102177769470215, 8.983407769470215 ], [ 4.68881, 5.95651, 9.429737769470215 ], [ 6.536867769470215, 11.673459769470215, 3.23886 ], [ 6.776977769470215, 10.932967769470215, 3.90768 ], [ 5.65234, 12.103150769470215, 3.4717 ], [ 11.000187769470214, 2.46332, 0.25618 ], [ 10.603267769470214, 2.09577, 11.873413769470215 ], [ 11.105217769470215, 3.5023, 0.151636 ], [ 11.430867769470215, 2.65328, 7.333787769470215 ], [ 11.213537769470214, 3.5064, 7.810007769470215 ], [ 10.543097769470215, 2.38218, 6.863067769470215 ], [ 8.335867769470216, 3.70226, 1.24324 ], [ 8.939477769470216, 4.20282, 0.609872 ], [ 8.163077769470215, 2.76452, 0.893275 ], [ 1.529, 3.89331, 1.65083 ], [ 1.73613, 3.07726, 1.03367 ], [ 0.927951, 3.62666, 2.41428 ], [ 6.872097769470215, 2.4873, 5.06305 ], [ 6.473937769470215, 3.07275, 5.81037 ], [ 7.763257769470215, 2.03618, 5.35671 ], [ 3.49415, 1.37148, 6.245007769470215 ], [ 2.98506, 0.479879, 6.14773 ], [ 2.96172, 2.14563, 5.93134 ], [ 8.655137769470215, 7.497937769470215, 4.15503 ], [ 8.320827769470215, 6.536157769470215, 4.02005 ], [ 9.670357769470215, 7.567677769470214, 4.28501 ], [ 4.12965, 0.457659, 3.66563 ], [ 3.36994, 0.794045, 3.05818 ], [ 4.0013, 0.891413, 4.6064 ], [ 10.622327769470214, 4.04383, 9.779857769470215 ], [ 11.647872769470215, 4.19263, 10.035917769470215 ], [ 10.507617769470215, 3.04878, 9.693887769470216 ], [ 2.20869, 10.032477769470216, 2.09567 ], [ 1.71018, 9.959697769470214, 1.18394 ], [ 2.90407, 9.246787769470215, 2.16422 ], [ 9.904567769470216, 10.919517769470215, 5.64526 ], [ 8.969997769470215, 10.509017769470216, 5.46413 ], [ 10.639977769470216, 10.580307769470215, 5.0188 ], [ 9.320717769470214, 1.18054, 5.61428 ], [ 9.583967769470215, 1.49822, 4.72616 ], [ 9.413257769470215, 0.17219, 5.73202 ], [ 5.74626, 4.09161, 7.127167769470215 ], [ 5.76904, 4.94098, 7.735227769470215 ], [ 5.61336, 3.25232, 7.730667769470215 ], [ 5.12683, 8.374887769470215, 6.784297769470215 ], [ 5.325, 7.387607769470215, 7.037147769470215 ], [ 5.85566, 8.991617769470215, 7.113007769470215 ], [ 7.7450877694702145, 5.48159, 9.494117769470215 ], [ 8.460577769470214, 5.498, 8.771547769470214 ], [ 7.904027769470215, 4.7303, 10.146017769470214 ], [ 2.81075, 1.95668, 9.057577769470214 ], [ 2.30596, 1.15982, 9.388537769470215 ], [ 2.92613, 1.93351, 8.068017769470215 ], [ 11.977523769470215, 10.162097769470215, 4.01815 ], [ 12.176759769470214, 9.215107769470215, 4.34529 ], [ 0.399289, 10.594297769470215, 3.76066 ], [ 8.387407769470215, 8.448287769470214, 9.621847769470214 ], [ 9.302347769470215, 8.595967769470215, 9.132757769470215 ], [ 8.329677769470216, 7.472857769470215, 9.932597769470215 ], [ 6.07921, 0.275026, 6.747257769470215 ], [ 6.33979, 0.790749, 5.91544 ], [ 5.11185, 12.354377169470215, 6.661297769470215 ], [ 1.27191, 0.184383, 2.44709 ], [ 0.294913, 0.448276, 2.43892 ], [ 1.3075, 11.666996769470215, 2.16074 ], [ 6.996727769470215, 9.946397769470215, 7.8671077694702145 ], [ 6.718357769470215, 10.887837769470215, 8.113617769470215 ], [ 7.4030977694702145, 9.450647769470216, 8.658957769470215 ], [ 0.852441, 3.93574, 10.443487769470215 ], [ 1.57651, 3.42637, 9.962757769470215 ], [ 1.32324, 4.68465, 10.932327769470215 ], [ 8.437537769470214, 4.79652, 3.67785 ], [ 8.558477769470215, 4.49024, 2.67897 ], [ 7.707507769470215, 4.21904, 4.13631 ], [ 8.155747769470214, 10.923557769470214, 1.18583 ], [ 7.659357769470215, 11.240527769470216, 2.02159 ], [ 9.167667769470215, 11.052127769470214, 1.26813 ], [ 12.281904769470215, 3.19188, 3.53642 ], [ 0.480038, 2.97862, 4.34116 ], [ 11.622514769470214, 2.4344, 3.38968 ], [ 10.309197769470215, 5.19966, 12.094042769470216 ], [ 10.201627769470214, 4.77945, 11.181897769470215 ], [ 10.973687769470216, 5.89454, 12.076598769470214 ], [ 7.466377769470215, 1.09218, 0.443092 ], [ 7.774277769470215, 0.137364, 0.576988 ], [ 6.459017769470215, 1.12374, 0.626369 ], [ 9.238077769470214, 1.83038, 10.588737769470216 ], [ 8.742877769470216, 1.66728, 9.675467769470215 ], [ 8.617807769470215, 1.58157, 11.357077769470214 ], [ 4.45755, 5.28943, 11.061717769470215 ], [ 3.54113, 5.51821, 11.442867769470215 ], [ 5.13146, 5.53804, 11.748643769470215 ], [ 10.391927769470215, 9.332807769470215, 8.115407769470215 ], [ 11.276897769470215, 9.770037769470214, 8.467097769470215 ], [ 10.168517769470215, 9.734497769470215, 7.192587769470215 ], [ 12.273997769470215, 7.814667769470215, 9.972007769470215 ], [ 0.226826, 8.680617769470215, 9.703507769470214 ], [ 11.519058769470215, 7.518907769470215, 9.354787769470216 ], [ 0.998761, 10.456707769470215, 8.840507769470214 ], [ 1.90327, 10.035117769470215, 8.631937769470214 ], [ 0.811553, 11.359227769470214, 8.414317769470216 ], [ 3.67705, 10.023997769470215, 8.545997769470215 ], [ 4.20073, 9.312157769470215, 8.125847769470216 ], [ 4.29086, 10.798247769470215, 8.876557769470214 ], [ 0.493293, 6.3817477694702145, 1.78519 ], [ 0.966819, 5.49825, 1.86372 ], [ 0.299374, 6.861917769470215, 2.66026 ], [ 6.602447769470215, 10.033487769470215, 11.635564769470214 ], [ 7.146197769470215, 10.447437769470215, 12.398260969470215 ], [ 7.148387769470215, 9.392087769470216, 11.047197769470214 ], [ 5.13593, 2.76766, 10.181817769470214 ], [ 5.11146, 3.74205, 10.454167769470216 ], [ 4.24076, 2.44232, 9.767797769470215 ], [ 1.83662, 6.2482777694702145, 11.691998769470215 ], [ 1.24809, 6.249377769470215, 0.0425986 ], [ 1.41073, 6.786057769470215, 10.961407769470215 ], [ 3.2058, 5.17853, 5.70534 ], [ 3.93527, 4.81812, 6.301197769470215 ], [ 3.60539, 5.48403, 4.81937 ], [ 7.149257769470215, 8.029307769470215, 1.9815 ], [ 7.596807769470215, 7.617457769470215, 2.7974 ], [ 7.523587769470215, 8.892237769470215, 1.58795 ], [ 10.994607769470214, 5.34192, 4.51024 ], [ 10.084597769470214, 5.14768, 4.11813 ], [ 11.534700769470215, 4.55894, 4.18758 ], [ 7.328507769470215, 1.7816, 8.610287769470215 ], [ 6.581607769470215, 2.00523, 9.283687769470214 ], [ 6.848087769470215, 1.23552, 7.874587769470215 ], [ 0.582698, 9.747507769470214, 12.050937769470215 ], [ 1.51084, 9.893347769470214, 11.686796769470215 ], [ 0.221005, 8.898777769470215, 11.671447769470214 ], [ 0.323909, 7.785377769470215, 4.86742 ], [ 1.30903, 7.994167769470215, 4.92755 ], [ 0.0486768, 6.867407769470215, 5.19777 ], [ 3.05848, 8.530227769470216, 5.24812 ], [ 3.89268, 8.594797769470215, 5.8377 ], [ 3.35941, 8.302877769470214, 4.30033 ], [ 6.4092677694702145, 5.59319, 0.573679 ], [ 6.988607769470215, 4.84737, 0.907807 ], [ 6.770297769470215, 6.492947769470215, 0.91058 ], [ 0.551867, 0.573155, 7.601067769470215 ], [ 0.512637, 0.149896, 6.702877769470215 ], [ 12.388414869470214, 1.36855, 7.578297769470215 ], [ 5.48781, 3.71685, 2.79507 ], [ 5.38646, 3.18598, 1.92361 ], [ 5.7835, 3.09266, 3.53171 ], [ 3.47986, 5.39251, 2.65426 ], [ 4.29731, 4.81736, 2.64955 ], [ 2.78411, 4.78318, 2.29743 ], [ 1.94036, 12.158196769470214, 10.964867769470215 ], [ 1.60774, 11.559031769470215, 10.218887769470214 ], [ 2.64918, 11.572316769470214, 11.496316769470216 ], [ 2.27834, 11.508170769470215, 5.39247 ], [ 2.51743, 10.583527769470216, 5.74319 ], [ 2.78308, 11.766739769470215, 4.55663 ], [ 10.910137769470214, 10.875907769470215, 1.54288 ], [ 11.536621769470216, 10.432707769470214, 0.847929 ], [ 11.210227769470215, 10.605927769470215, 2.47532 ], [ 3.90388, 7.9346277694702145, 2.56435 ], [ 4.9289, 7.920447769470215, 2.34491 ], [ 3.61353, 6.971737769470215, 2.46141 ], [ 8.949557769470214, 6.687227769470215, 7.3126777694702145 ], [ 8.883037769470215, 7.6930977694702145, 7.026967769470215 ], [ 9.826487769470216, 6.262337769470215, 7.157857769470215 ], [ 10.781297769470214, 1.07208, 2.38334 ], [ 10.789487769470215, 1.65861, 1.51478 ], [ 10.568447769470215, 0.118165, 2.08096 ], [ 11.765926769470214, 5.47604, 7.357737769470215 ], [ 0.292885, 5.73328, 7.588317769470215 ], [ 11.725291769470214, 5.10576, 6.373507769470215 ], [ 7.540087769470214, 9.764417769470215, 5.15215 ], [ 7.551457769470215, 8.874107769470214, 4.69357 ], [ 7.416807769470215, 9.728717769470215, 6.16126 ], [ 3.46649, 9.679377769470214, 11.421877769470214 ], [ 4.18349, 9.204917769470214, 11.984883769470215 ], [ 3.71458, 9.580937769470214, 10.450497769470214 ], [ 4.8077, 2.30946, 0.505152 ], [ 3.76776, 2.13387, 0.502513 ], [ 5.06403, 2.4825, 11.940396769470215 ], [ 1.36142, 3.09923, 5.82045 ], [ 0.67958, 2.97325, 6.551247769470215 ], [ 1.85671, 4.0088, 5.78962 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2588477014466400653117959109187720302589571287208766045659498774229228010799699006416248280716907019322872405106964491142410454601359697311759171614053997
1
DLPOLY
NPT-PME-SHAKE
null
[[-0.9248100216300412, -2.102667242542666, 3.037546421329614], [-0.06261740845392906, 0.07769599297847576, 0.011851467356330213], [0.7188693056357792, 2.320012731716371, -2.668695241911284], [-0.11843444987363684, -0.30131324011774235, -0.6508916537875121], [0.14039319148050433, -0.4128905159120436, 0.2496279355365794], [-0.16856124666746455, 0.5566309866386361, 0.19563002048522757], [0.10435020545937385, 0.5152919361748998, 0.2773532426849004], [0.08878290689021756, -0.28022568441648327, -0.39096473106417373], [-0.40281658869791315, -0.4218994194406717, -0.03629653624462935], [0.0450106936010116, 0.8500198607837117, -1.1544622584399657], [0.8188757235309525, -0.08240577402417638, 0.20337962890689368], [-0.7214104452111226, -0.2933051813228843, 0.9666997968822906], [1.3118741468102193, -1.2098296135559823, 0.26926626112507435], [-0.10098601419222117, 0.5234443976111554, -0.2624420438047364], [-0.9782736902723789, 0.5675674269270597, -0.006237673738493321], [1.3755327286635342, 4.29890999856031, 1.5410840692230705], [-1.2134245021361183, -1.2485407961312234, -2.4881962765800596], [-0.21120555824413328, -2.8348623534941972, 0.5152442356026664], [-2.513403860797588, -1.3078586259112976, -2.0008005023303896], [0.3117800465904498, 1.660396209625802, 1.17551555645753], [1.953936858318893, -0.2025218858898238, 0.6853184576930615], [-0.3797962925380694, 0.0634005651216885, 0.25962380726887335], [0.8482115754544997, 0.6006976425509919, -0.5632657025947376], [-0.2516322268535141, -0.5476155784865215, 0.1443666491475474], [1.6502359877400858, -1.1743967612178736, -2.333364555526068], [-0.476680491159783, 1.522901478370826, 1.108387842078149], [-1.1997084194111842, -0.5858367460924558, 0.961344323545176], [1.1764478858239102, -0.29709477496604586, 1.0593386445752306], [0.36237040621807315, -0.29880419001826497, -0.4585369280484568], [-1.5124030160638182, 0.8393999788382915, -0.462110134550305], [1.2568233500372064, -2.909544103949087, 0.7054914633321364], [0.03389966921821364, 0.8550457665308502, 0.09765608060876337], [-1.8073313177673356, 1.9744481043792592, -0.7751386352085728], [0.26983476521778343, -0.07716001200319854, -0.011518257177201554], [0.780437735142139, 0.06081649503133494, 0.2921829169507019], [-0.8889218456478865, -0.5036876878752083, -0.14917356590397787], [-1.810540265353947, 1.7047143776462976, 1.836489376648922], [1.0233724131112394, -0.6967882771073679, 0.28271045058827815], [0.7609065190203864, -0.9263754676824286, -1.946846818718745], [4.917582084011983, 1.2997365193846453, 0.9143852783892125], [-3.783197430066625, -0.2518152235942641, -1.1092247703000626], [-0.9562446987318586, -1.1122602612603705, -0.004730379020074136], [0.32351525464300024, -2.225504888875012, -2.3340757276939117], [0.9485258788613613, 0.08549373561394105, 2.0072140610879545], [-1.6544293016809681, 1.9997857810665156, 0.26304437193957464], [-0.917425105765178, -0.3998686933338884, 0.3146264698280871], [1.2136976963225459, 0.3859279842778914, -0.24833004633026487], [-0.20863753289171275, 0.03568302015739454, -0.10724563019394184], [-1.1402344786674368, -0.11791191178689814, 3.2191251541595767], [1.0043659032840544, 0.6134727230782306, -3.1792734942663916], [0.2717861522636957, -0.300756010705743, -0.18940075939310996], [-0.473428179416596, -1.0477040413659362, 2.3559139169454983], [-0.1788372508512384, -1.4043438742925138, -1.3431743950266515], [0.4516290179059275, 1.9409709755027205, -1.5479616244559968], [-0.48381389491650667, -2.492753849436179, 0.24817653721598648], [-0.2775362394256504, 1.68912062694163, -0.1898816678895359], [1.034382572465842, 0.6561864173054207, 0.43510727425053725], [-0.19639106143313334, 0.45936518343905514, 0.16662633800105114], [0.058670836563963, 0.19823360444604024, -0.34395234799562197], [0.1691978324859977, -0.5438342240331094, 0.3843564672435834], [0.8798110363513052, 1.6284671811390203, 1.6048510614678246], [-0.9934207901643154, -1.3043244471503677, 0.5089000594956228], [0.14171146184040948, -0.27422928884517783, -2.0150282821029184], [-1.2763762482372472, -0.25512911243978886, -0.053747270226343555], [-0.0025543136061112236, -0.41027175449642944, 0.20483362907688116], [1.3288859054349165, 0.763642797300321, -0.20474169706494041], [1.8102497255048888, -0.6820227817932987, -0.14060524220616014], [-2.109713917986238, 0.19626313717123464, 0.8556875560481724], [-0.24136186001009516, 0.6276397930315535, -0.34192073726004446], [-1.962045955598573, -1.1190944523367208, 0.18025352420500493], [0.17939534754636927, 0.2978905072392123, -0.4241708339621136], [1.9111104172846058, 0.8997281934665827, 0.25335074837861415], [-0.337784664005842, 0.9796179791262295, 0.034632393371875396], [-0.4769623581775259, 0.7813440460145739, 0.20115981773177707], [0.9969679781722182, -1.53805291467842, -0.17946126106436455], [-0.3330427934842753, -0.3116087581719753, -0.7128200057934513], [0.01562536317481132, 0.6135377693130944, 0.1710260653272346], [0.46356717021125277, -0.2170250280566093, 0.34820984088823664], [-0.10188365223334078, 0.19751419308844725, -0.1648484075814422], [0.1683396558273621, -0.9648221289025574, -0.6028615139641257], [-0.1709792320381327, 0.7860447205873935, 0.6825821794131268], [-0.8992078235876728, -1.5496528265624538, -1.4671828735865455], [-0.5595147030509285, 0.4662730935815844, 2.386988671547736], [1.278839332330754, 0.9535864759337604, -0.8466027652455365], [0.17513395187966274, 0.10142572673990005, -0.283817537505659], [-0.20473952885711164, 0.0879177919665298, 0.2814099595325691], [-0.030429712773172506, -0.28333489444297005, 0.10421967934808062], [1.8729499594978778, -0.38316872299497146, 2.651275860214774], [-1.5356071762475436, 0.5402826996095491, -1.8899053447190262], [-0.32647008827207713, -0.43850268771042455, -0.4630814916576036], [-3.448673316993719, -3.0496233389359824, 1.5821889532412972], [0.016233545470787304, -0.4776518482670816, -1.2881452803319267], [3.3176051537432807, 3.567508451674117, 0.05270132676973459], [-0.8712379425962641, 0.21677481687316677, -0.26020488696698946], [0.4890262665369211, -0.5083449982914522, 0.15311840322768092], [0.5292508581766586, 0.5802384334785164, -0.04482336044460402], [-1.4928891456046958, -0.8630768083286933, -2.2044559272731057], [1.185896935541783, 0.5759367091461944, 2.2884479621448257], [0.039436448093971864, -0.004713163449913532, 0.08552452416510989], [-1.9030576934084746, -0.42316782102051476, -1.2432807239385755], [-0.40031491050505363, 0.042508928679838964, -0.2346933200118644], [2.1728304478823546, 0.3959208205192251, 1.7705888679006372], [2.6788381181343697, 1.7796042760527517, -0.4300154549854036], [-2.4610936787201676, -1.228163978956242, -0.8332596142671543], [0.12135589310215034, -0.2972868781796768, 1.0790649994015746], [-0.9821851371955185, -2.3045404006501156, 1.13188687852659], [0.92565562268327, 2.2319357932952073, -1.0384848216779152], [0.3263629788053348, 0.1333482506031954, -0.0024917521374192776], [-0.9903115801378286, -0.9467045842851765, 0.9718948228400748], [0.4169502682506726, 0.6483548506278263, -0.42819285948452157], [0.37270451837165863, 0.48896555671771497, -0.5395932095199935], [-0.8584194979124495, 3.873321156678167, 2.365905018620569], [2.037382504817758, -2.590058680376678, -1.8156182080889764], [-1.015428099626548, -1.3218262207443716, -0.45614756302112874], [-0.9473550466338139, 1.922675637843379, -0.8087848842957575], [0.56076792717597, -1.2832928312110914, 0.45715361145368794], [0.21900113267176977, -0.45215372420049504, 0.09176375901323994], [0.07879223885671269, -0.3897960670444552, -0.8217551035275874], [0.2405604903965739, -0.3284214753179894, -0.07839328861621507], [-0.17436337081731026, 0.5914090402124497, 0.6789872908329907], [-0.5808628773332084, -1.8362682194503854, -0.7578016454095571], [-0.452175406278783, 1.02039329555448, 0.16767314874079162], [0.9413491109480618, 0.7391203667566906, 0.5615484819943349], [1.990696653848222, -0.7940844352165519, -1.5993785049079552], [-1.4693640906623096, 0.014595724641074876, 2.7031307186481484], [-0.5343071188334001, 0.7757153784910314, -1.1751296154640052], [-0.4213135696853323, 0.2568129426396283, -0.3654453585608651], [0.7899344854322452, -0.39247770648710434, 0.5448099175560654], [-0.2893495029600373, -0.017170081160355448, -0.14674040307850822], [-1.6137710684754722, -0.5315621677221503, -1.2253713272727589], [0.890630393416974, 0.8989346294012451, 0.16235280037050334], [0.5197671171335252, -0.1830765307980913, 0.7577409355903509], [0.021929210616239356, 0.37157531573442404, 0.5093900744649297], [-1.4439483584932171, 0.590749905032497, 0.06997934131580728], [1.5260844074634918, -0.8965886285304927, -0.40837240443840817], [-2.531768581107451, -0.5775455193551576, 0.011435301545671997], [1.2412035808385935, 0.2221498040807406, -0.1985657738854111], [1.3092419425060666, 0.2521721106028832, 0.41856905221564816], [0.06526999391167242, 0.9828616180381013, 1.2277520194687717], [0.9221301167536552, 0.263806280170612, -0.28221696648644523], [-0.965437899925934, -1.4753093165288553, -0.5925625267773666], [-1.4328558072411204, 0.3325306627951148, -0.6227613254167729], [1.2552448947378463, -0.16272529847548972, 0.4881893383150076], [0.22995405133969224, -0.21067044455198755, 0.11682043596588455], [-0.15112061653423253, 0.1492355766478813, -0.6015909441764539], [-0.02294133003071917, -0.17042720632492242, 0.2968267844784072], [-0.23836973320636307, 0.07780093423738926, -0.20689472743893025], [-0.4737534105909147, 2.198853278243509, -0.5468046687585536], [0.7683347990418256, -1.3858880892538417, 0.6130781092533907], [-0.4461477885147429, -0.5389080558460954, -0.14387706781980633], [1.2964321706535673, -1.3050876563061025, 1.3355900040415394], [0.2659259201440384, -1.141396638063669, -1.7314960807475288], [-1.2988822455001015, 1.7896387418843982, 0.47130767216003805], [-0.2188987932622508, -0.37977547774291304, -0.612657476934605], [-0.04039171709918076, 0.32766216893634664, 0.08084379710431508], [0.4372364543384104, -0.33294825962293995, 0.6810687703486304], [0.03719642922189092, 1.7154209879048694, 0.9502821272026823], [2.5244400386461363, -0.7388211540763174, 0.2864263251652608], [-2.5848072810153457, -1.0900534766778893, -1.1251914527512823], [3.5831065387944414, -2.8763358328433184, 1.8374607337562205], [-0.8050902581554968, 0.10511037912414811, -0.527988961220302], [-2.598011666692685, 2.5500769280137656, -1.7707709973582555], [-0.45106528387044176, 0.2232751039438833, 1.12376043558428], [0.03897795886649564, -0.2055846962687745, -0.41150806660040623], [0.39783144525795605, -0.27535545599145206, -0.8479730725933327], [1.0216248376012336, -0.6199426552393441, -1.2823995295856294], [-1.0050423841266372, 0.7646488457328802, 0.6895507993748623], [-0.03788223335813763, -0.19548388327756702, 0.5874672383797069], [3.9201804642740057, 1.1307290555460154, -0.7364231162176741], [-2.7007717085304233, 0.6943512115078064, 0.6714419275887968], [-0.9518692553333576, -1.2986871067955101, 0.13978826149627155], [-2.95108696594873, 3.701031026186747, -0.34128892149873463], [0.5902035166596417, -3.0954332339426864, 0.8089626773377183], [2.737431766499628, -0.8660732715480831, -0.55906371582254], [-0.10364076785779333, 0.1375419981856437, -1.5277799459856065], [0.2270083241834963, -0.5165017961433653, 1.702758654184728], [0.19274413586510625, 0.19403291859853983, 0.4803837901313587], [1.3603466010306793, -0.8295476424642636, -3.3333766974899093], [-1.0947454784193937, 0.020093345683445125, 0.1677429650328787], [-0.33823304938483606, 1.2902354326788814, 2.996111969721411], [-0.13079019900678737, 2.3685372229247217, 0.08840130231235029], [0.2639303016584188, -1.7815773451769517, -0.3818131594604111], [-0.2840972363155731, -0.263271600120032, 0.4042727570757294], [0.5326375988052308, -0.5953031414729589, 1.3380227332254433], [-0.8141490304641872, 0.6879896897381325, -0.2976706509653729], [-0.04515552988397486, 0.16519055077682548, -1.0031386976529584], [-2.175965676402787, -0.010158964325175669, -3.7313208895549623], [2.7441358651062506, 0.2831922263678356, 0.5029418243821041], [-0.2669163574802303, -0.35644686242981505, 3.1556443653482225], [1.5811655591461076, 0.7521643050546996, -1.6974291993415587], [-0.7768385101463454, 0.3576593242476752, 1.0544861954543956], [-0.7384568951610805, -0.9720119060628294, 0.5008386627881765]]
null
[]
null
null
null
-26.702032
null
5.167981
1.753407
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:26:39
4595599245695627904223007003168565798725827333096578244218263479437183570409745407781812574128248708146153836374332597152350519046190334883173550107555551
PO_4595599245695627904223007
null
null
null
[ "water_90k_train_72973" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:50
6409818802829830450663843562416632040272769521247633089317554809525333856467406302537810004635264135113980528562742966851032805920491478541770622220035781
CO_6409818802829830450663843
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 11.391707769470216, 4.86752, 1.39378 ], [ 11.590817769470215, 4.35819, 2.26111 ], [ 11.810443769470215, 5.75558, 1.45163 ], [ 0.857453, 4.29862, 5.88664 ], [ 0.848773, 3.80601, 6.779697769470215 ], [ 0.330277, 3.81061, 5.14417 ], [ 8.477297769470216, 5.30561, 2.82223 ], [ 8.981267769470215, 5.30114, 1.98374 ], [ 8.623377769470215, 6.2231977694702145, 3.3095 ], [ 3.82051, 5.28791, 1.90778 ], [ 3.80845, 5.80969, 2.79259 ], [ 3.69588, 5.86059, 1.1044 ], [ 3.58974, 6.728027769470215, 11.882466769470215 ], [ 4.06092, 6.24281, 11.136137769470215 ], [ 2.6781, 6.993357769470215, 11.468244769470214 ], [ 5.30678, 4.34862, 5.09984 ], [ 5.40448, 3.92196, 4.19863 ], [ 6.24785, 4.69677, 5.35481 ], [ 8.686017769470215, 7.651767769470215, 11.893009769470215 ], [ 9.127617769470215, 6.754737769470215, 12.027598769470215 ], [ 8.962487769470215, 8.253187769470216, 0.243921 ], [ 3.67058, 1.25738, 11.413537769470215 ], [ 4.31392, 1.21796, 10.621907769470216 ], [ 4.00525, 0.807229, 12.230017769470216 ], [ 12.323299769470214, 3.15124, 3.3927 ], [ 0.721374, 3.05186, 2.85937 ], [ 11.714894769470215, 2.31898, 3.34881 ], [ 5.04499, 5.57495, 10.018767769470214 ], [ 5.79541, 4.90698, 10.146097769470215 ], [ 4.96659, 5.86573, 9.053087769470215 ], [ 1.26322, 1.00052, 9.013827769470215 ], [ 0.673631, 1.81087, 8.785297769470215 ], [ 2.09459, 1.18372, 9.598487769470214 ], [ 0.957089, 7.6598077694702145, 11.517385769470215 ], [ 1.25845, 8.597697769470216, 11.831057769470215 ], [ 0.179002, 7.7341077694702145, 10.838247769470215 ], [ 0.31585, 10.676517769470214, 8.107317769470214 ], [ 12.161740769470216, 10.713197769470215, 7.337417769470215 ], [ 0.56718, 11.614719769470215, 8.439327769470214 ], [ 2.10878, 9.256047769470214, 6.545427769470215 ], [ 1.50861, 9.788467769470214, 7.153277769470215 ], [ 2.56301, 9.704827769470215, 5.76597 ], [ 10.327967769470215, 9.033487769470215, 1.69917 ], [ 11.281977769470215, 8.697867769470214, 1.61008 ], [ 9.982057769470215, 8.582017769470214, 2.51561 ], [ 2.40458, 7.191427769470215, 8.416907769470214 ], [ 2.10562, 7.849827769470215, 7.7138377694702145 ], [ 2.9819, 7.664847769470215, 9.127817769470216 ], [ 8.989247769470214, 1.90525, 8.181247769470215 ], [ 8.946087769470214, 0.898002, 8.206907769470215 ], [ 8.291277769470215, 2.241, 8.806987769470215 ], [ 6.824347769470215, 8.162187769470215, 9.795447769470215 ], [ 6.0175, 7.548687769470215, 9.926057769470216 ], [ 7.5020777694702145, 7.994177769470215, 10.505037769470215 ], [ 9.238687769470214, 5.00915, 9.996467769470215 ], [ 8.380787769470214, 4.49469, 9.656407769470215 ], [ 9.807277769470215, 4.32928, 10.486007769470215 ], [ 10.400707769470214, 0.889611, 0.0121925 ], [ 10.753657769470214, 1.66501, 11.944313769470215 ], [ 10.555797769470214, 12.391055269470215, 12.048623769470215 ], [ 7.852787769470215, 1.50386, 12.321216769470215 ], [ 8.902507769470215, 1.55043, 12.368654069470216 ], [ 7.511057769470215, 1.40329, 0.831089 ], [ 2.40834, 9.913767769470216, 10.186127769470215 ], [ 1.98866, 10.323937769470215, 11.044857769470214 ], [ 2.09028, 10.358537769470214, 9.319417769470215 ], [ 8.928267769470215, 11.599431769470215, 4.8995 ], [ 8.496307769470215, 12.413992369470215, 5.31449 ], [ 8.230987769470214, 10.918777769470214, 4.56296 ], [ 1.14663, 12.225233769470215, 2.35211 ], [ 1.94724, 0.361658, 2.5044 ], [ 0.248073, 0.249688, 2.50718 ], [ 3.07275, 5.66648, 4.8077 ], [ 3.69934, 4.81694, 4.84182 ], [ 2.24941, 5.45104, 5.33881 ], [ 6.17257, 3.70572, 2.41389 ], [ 5.42763, 4.33038, 2.09619 ], [ 7.056217769470215, 4.20186, 2.42656 ], [ 11.389177769470216, 3.53834, 11.376587769470214 ], [ 11.343877769470215, 3.92457, 12.350173069470214 ], [ 12.366949269470215, 3.28338, 11.247887769470214 ], [ 11.573746769470215, 2.85445, 7.9918977694702145 ], [ 10.620987769470215, 2.56628, 8.095527769470216 ], [ 11.719178769470215, 3.72918, 8.406617769470214 ], [ 4.71816, 9.199667769470215, 0.275802 ], [ 5.22378, 9.691977769470215, 12.014097769470215 ], [ 4.33928, 8.359427769470216, 12.313793769470214 ], [ 9.678287769470215, 7.109587769470215, 6.02195 ], [ 10.673507769470215, 6.989437769470215, 5.87357 ], [ 9.487047769470214, 7.368367769470215, 7.003997769470215 ], [ 2.40421, 7.913337769470215, 3.35687 ], [ 1.90486, 8.729837769470215, 3.71469 ], [ 2.64545, 7.197827769470215, 3.99734 ], [ 6.948627769470215, 1.06207, 2.56823 ], [ 6.563107769470215, 2.02417, 2.63782 ], [ 7.0834877694702145, 0.70427, 3.53279 ], [ 4.85202, 12.241082769470214, 1.08385 ], [ 5.62171, 12.326606769470215, 1.72883 ], [ 4.31587, 11.401907769470215, 1.23851 ], [ 1.63282, 3.0336, 11.310997769470214 ], [ 1.85531, 3.60554, 10.486367769470215 ], [ 2.42356, 2.413, 11.443225769470216 ], [ 7.058107769470215, 9.698717769470214, 3.81061 ], [ 6.08939, 9.505027769470214, 3.51317 ], [ 7.639017769470215, 10.052847769470215, 3.02345 ], [ 7.032657769470215, 2.8816, 10.194047769470215 ], [ 7.361847769470215, 2.51192, 11.091327769470215 ], [ 6.09748, 2.52911, 9.994267769470214 ], [ 8.680727769470215, 7.725317769470215, 3.60011 ], [ 8.079377769470215, 8.566197769470214, 3.56384 ], [ 9.079357769470215, 7.4914277694702145, 4.51936 ], [ 0.0648534, 7.042627769470215, 5.95146 ], [ 0.371017, 6.03392, 5.96864 ], [ 0.80146, 7.745947769470215, 5.98997 ], [ 11.099217769470215, 0.704535, 2.83781 ], [ 10.842057769470214, 0.6667, 1.87157 ], [ 10.327867769470215, 0.44952, 3.48319 ], [ 3.3954, 1.66563, 3.04407 ], [ 4.10132, 1.25759, 2.43576 ], [ 2.85889, 2.34176, 2.44163 ], [ 11.299127769470214, 11.036297769470215, 6.00327 ], [ 11.712327769470214, 11.984276769470215, 5.86597 ], [ 10.328307769470214, 10.951277769470215, 5.62886 ], [ 2.80403, 1.01346, 5.4465 ], [ 3.13597, 1.46167, 4.57581 ], [ 3.03362, 0.0210687, 5.39669 ], [ 11.511199769470215, 8.828427769470215, 9.728027769470215 ], [ 10.855507769470215, 8.283367769470214, 9.188457769470215 ], [ 12.237434769470214, 9.302747769470216, 9.159487769470214 ], [ 4.45702, 9.746767769470214, 2.89254 ], [ 3.64218, 9.216697769470215, 3.20318 ], [ 4.8142, 9.436707769470214, 1.96564 ], [ 5.03385, 0.932036, 9.021987769470215 ], [ 4.72972, 1.42868, 8.184947769470215 ], [ 5.05034, 12.396238969470215, 8.904117769470215 ], [ 7.665267769470215, 5.40338, 6.06594 ], [ 8.096067769470215, 4.69913, 5.52774 ], [ 8.389547769470216, 6.16221, 6.22419 ], [ 1.06642, 10.133227769470215, 4.06144 ], [ 0.190857, 10.279967769470215, 4.56702 ], [ 1.23829, 10.874637769470215, 3.40856 ], [ 12.146505769470215, 1.21091, 5.9229 ], [ 11.844624769470215, 1.74235, 6.724187769470215 ], [ 0.740035, 1.23845, 5.84723 ], [ 5.14361, 10.575057769470215, 10.154497769470215 ], [ 5.7092, 9.836907769470216, 9.774447769470214 ], [ 4.18894, 10.300557769470215, 10.253587769470215 ], [ 7.988597769470215, 10.598487769470214, 1.51829 ], [ 8.823547769470215, 10.052297769470215, 1.55776 ], [ 7.778607769470215, 10.842337769470214, 0.552722 ], [ 1.04651, 10.981617769470216, 12.266550769470214 ], [ 0.113524, 11.169307769470215, 11.907135769470214 ], [ 1.3248, 11.414787769470214, 0.72287 ], [ 5.22974, 6.24241, 7.344637769470215 ], [ 4.46157, 6.302727769470215, 6.721777769470215 ], [ 6.11197, 5.83065, 6.963387769470215 ], [ 3.99685, 10.900357769470215, 5.18822 ], [ 4.37247, 10.584047769470216, 4.24438 ], [ 4.59218, 10.673447769470215, 5.95678 ], [ 9.098007769470215, 11.702493769470214, 9.225227769470216 ], [ 10.057067769470216, 11.665355769470215, 9.585087769470215 ], [ 8.540727769470216, 11.852338769470215, 10.036367769470214 ], [ 2.16365, 4.50902, 8.754567769470215 ], [ 2.39664, 5.49866, 8.741697769470214 ], [ 2.86294, 3.95425, 8.223197769470215 ], [ 7.532217769470215, 11.419187769470215, 11.534058769470215 ], [ 6.629157769470215, 11.169977769470215, 11.216497769470214 ], [ 7.576147769470215, 12.429165869470214, 11.804187769470214 ], [ 9.566197769470214, 3.4076, 4.38469 ], [ 10.581697769470214, 3.45934, 4.4666 ], [ 9.209917769470215, 4.13798, 3.74956 ], [ 4.0889, 3.04728, 7.283707769470215 ], [ 3.64956, 2.31962, 6.754037769470215 ], [ 4.7928, 3.55176, 6.719427769470215 ], [ 9.221837769470214, 7.404767769470215, 8.587347769470215 ], [ 9.212787769470214, 6.458987769470215, 9.037777769470214 ], [ 8.575687769470214, 8.024437769470214, 9.059167769470214 ], [ 1.88477, 3.32183, 1.65521 ], [ 2.70114, 3.97154, 1.77406 ], [ 1.61577, 3.22467, 0.671314 ], [ 0.132409, 7.717587769470215, 1.63867 ], [ 0.768273, 7.943557769470215, 2.38096 ], [ 0.704873, 7.503737769470215, 0.807044 ], [ 6.14752, 9.959267769470214, 6.359167769470215 ], [ 6.799627769470215, 9.760527769470215, 7.091427769470215 ], [ 6.484817769470215, 9.758137769470215, 5.39194 ], [ 8.030117769470216, 1.53696, 5.58891 ], [ 8.196417769470216, 1.64237, 6.598927769470214 ], [ 8.591287769470215, 2.20006, 5.04637 ], [ 10.887187769470215, 10.810627769470216, 11.435637769470215 ], [ 11.190597769470214, 10.024307769470216, 10.867887769470215 ], [ 10.228837769470214, 10.434217769470216, 12.113299769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3215938423966172246755916533869661678677531420071903727446824522689237727121651172278879529061124339646131716979130358655206026843609026094945489872315369
1
DLPOLY
NPT-PME-SHAKE
null
[[-1.326002189022624, -2.845183022759244, 0.6099688992269038], [0.016816359735166424, -0.09335262171017825, -0.5845444942264962], [1.2888694617467429, 2.961125768196034, -0.11241377037464896], [-0.660579206366552, -0.10980151358252113, -0.7106257794707144], [-0.10315205381318375, 0.0438394277318985, -0.328495628025734], [0.8144872708854787, 0.35869355938200875, 0.8933666716969089], [-1.19463914950747, 1.0595858202677129, 3.6208767191719877], [1.7978649223868324, -0.09175725438975356, -2.9949931744817553], [-0.7050231304411175, -1.589725643654176, -1.2346729388582738], [0.6292572760718318, -1.6673951844971406, 2.735194176020315], [-0.2727488365396791, -0.16620223654973956, -0.8645511896522715], [-0.3253768778848005, 1.72003059774888, -1.9410056668279811], [-2.507202786407245, 1.2847498668720392, -0.44665514914668014], [1.5010025793000332, -1.0571487546681515, -0.6260309828225903], [0.8053070789383759, -0.13756194569766858, 1.4440177411437383], [2.153333923085863, 0.27358056106280343, 1.0860466286102828], [-0.2080685951574379, -0.7950037553359596, -1.4306182167618076], [-1.4868225000997377, -0.05139693293993371, 0.21796776482056776], [0.45185017510446424, 1.3216397548710956, 1.8248417641926549], [0.08930544497695628, -0.6241359691802266, -0.5513925965242762], [-0.5445367233696378, -0.6691132723806749, -1.4480375984583174], [-1.4813759620338134, 1.8087233071934197, -2.1930554905093205], [0.15714389788261496, -0.4051599877192708, 0.10037284501823895], [1.3672328290949207, -1.502290494750335, 1.9809744099439213], [-2.953805898566034, -0.07131712554617155, 1.7725359185308918], [1.6414851009430835, -0.2016021321288505, -1.2844246356977205], [0.9511710924124868, 0.3559594493099028, -0.17096795735742298], [0.0658354625134212, 0.12401975324060342, 0.8591566885742385], [0.14404748895514932, -0.256366725468463, -0.027744127192274932], [0.023307236783905998, 0.11737766537788392, -1.2124791635227652], [0.4854270415411274, -0.06008971176712407, 0.2326096722883959], [0.8063434822805383, -0.4930764787611034, 0.4961423246310144], [-1.4820437700450813, 0.20915139814713635, -0.807895919085953], [-0.3935180126033585, 1.4948752239758687, -0.3322067325454933], [-0.4971830643888342, -1.3323463651296674, -0.7114193435360521], [1.1280751691635749, -0.030590680522381973, 0.8736056255453043], [3.869908397555649, 0.20928582703252138, 4.550200949501573], [-3.0394501078032934, 0.36905325638797387, -3.738887934877444], [-0.29441573737279125, -0.3576215974314543, -0.3311907103569217], [0.36899905119225407, -3.2993445074091996, 0.7334266529982845], [-0.6444954406925776, 1.570259473767287, 0.057622291257959486], [0.06750628346628783, 1.5127195744068216, -0.49371826827842563], [-0.3609003613101526, 1.0206491440782774, -1.315182831956955], [0.9157772678152964, -0.1382349574077254, -0.5992015791491259], [-1.3009160244435078, -0.8117509926055441, 1.7268084154216818], [1.3047710979630989, 0.15566301193555046, 1.9093498325276272], [-0.1358416896063055, 0.6190233351199366, -0.7928962573263743], [-0.9893142045365846, -0.6295434795052323, -1.0890907924019058], [0.8070589908640395, -0.05808498680862357, -1.0487577903707288], [0.4575222067845825, -1.2480594539932317, 0.03258256969053603], [-1.4095735915755585, 1.1616997361724715, 1.3436340550863553], [-2.2583142097402833, 0.20950091324913747, -1.1762700927819494], [0.5370477335289924, 0.19989228343506563, -0.2778241774253139], [1.6396377878729533, -0.3234051096852976, 1.8614584580052835], [-3.7290225892564437, -2.2301882177852015, -1.5229882066839775], [2.8245677027230953, 2.0698145575208193, 1.132147063466045], [0.9643191046862777, 0.10694294838104257, 0.390390155989544], [-0.8338103390556675, -2.75299949871035, 1.5867551989287318], [1.2690780606855352, 1.4598630039565457, -1.6628115931470757], [0.19125587801142382, 1.5016443688173555, 0.009297318534013978], [2.7535111957579446, 0.509906107928182, 0.35731457920289744], [-2.6127424706814937, -0.48656318244341407, -0.2843071188334001], [-0.5044985976031764, -0.1211078501265366, 0.3817507150749419], [-0.1265808403279718, 0.6438796696692008, 0.5288605807674762], [0.36394105596924964, -0.2555302308881153, -1.437409043681582], [-0.0674889378036575, -0.24307257598701157, 0.8962980886814348], [-0.34664482847741507, -2.2025479043837692, -1.1073427659046717], [-0.4539923644393101, 1.0092356980675197, 0.3258482462667798], [0.7031541352926993, 0.8940474889551493, 0.5273645173656102], [-0.9224553479279739, -1.3374156350333817, -0.7125728301009692], [1.043757903117536, 1.2882103265667904, 0.5157082320780277], [0.1994517036042552, 0.07858972824550356, 0.25771231524701094], [2.405396756014175, -2.3498299257779096, -0.5295977714292652], [-1.3616388528966388, 3.0682569170166154, -0.07412799017541669], [-1.3495012254710648, -0.29074105874455564, 0.6523747079424055], [-0.7332011593840903, 0.017484991665409105, 0.07270434491503228], [-0.02481075882070309, -0.2933246951933434, -0.0224610286324853], [0.598056765415524, 0.3469375365343019, 0.13185001899350057], [-0.05406252764464982, 0.6461259329798288, 3.1296041893244384], [-0.43424866395033584, -0.47987209308376394, -2.3638582304301896], [0.25452114696459577, -0.14972168884309633, -0.6160268719005468], [1.5876875282951124, -2.3655754510305926, -1.5055948434814133], [-2.0055618867224156, -0.6326310074534313, 0.18966831623918282], [0.47272134366441, 3.048357105563968, 1.5146536157901036], [-0.12354881850018994, -0.012115555069877002, 1.1786160936527017], [0.842929821183564, 1.1210848671235514, -1.0395775984236262], [-0.683484153869904, -1.2488096539019935, -0.03566528421735503], [-0.8439618881100686, 0.24234752728906372, 0.33050122026736606], [0.9850211530355777, 0.11675669065571809, 0.1047352791697672], [0.33077224624596496, -0.14593946710655267, -0.4737837655005178], [-0.2590544358930328, 2.0612978371693265, -3.0702733502973913], [-0.24217407066276045, -0.07500698162920871, 0.8492436423810044], [0.35312907081019856, -1.8351277421324412, 2.3845429331168595], [-0.6796854537538616, 1.0339012303278505, 2.4478415924705947], [0.641633406358573, -1.261411277802929, -0.5579535934141988], [0.020310470015420294, 0.4789701186269867, -1.962093656170806], [-0.7576151795362811, 0.9115362533021805, -0.6905611842230791], [0.967736200224453, 0.06330993403444501, 0.521016004842909], [-0.2273795213637854, -0.8314903566788607, 0.1817044888840321], [0.12519448824224258, 1.0926900173976997, -1.0886918421614082], [-0.587519275367598, -0.024002927947852, 0.5306775389280034], [0.48446869368080164, -0.9102960384241119, 0.4077739790776617], [0.0701319831469542, 0.5433485454794601, -0.7653860363946694], [0.780572164027524, 0.40572372175475657, 0.02061956972349279], [-1.476445457431142, -0.06905568478074214, 0.5642197140394059], [-0.16561074945404528, 0.31965541106618584, -0.15853848915809357], [-0.03194802198736195, -0.15563395795064464, -0.11192071991438181], [0.24422953168445463, -0.10422054663121212, -0.18001372041914057], [0.6363559885032948, 0.21551378719994171, -0.5131150555147933], [0.38509409154693824, -1.026234447445244, 1.0515851333794728], [-0.4574658333810339, 0.7670338743445507, 0.10209787116682537], [0.04589488875359272, -2.786160069243885, -0.1411438250308319], [-0.376960710339576, 3.1415293323827913, 0.05346410228390339], [0.19865467040639154, -0.4619670328336048, 0.0594127972829754], [-0.6384027766936738, -0.04888354642479875, 2.7775306020852955], [-0.8773479522577982, -0.10297382712965708, -1.6824295375819798], [1.2670139268325258, 0.2887003415360972, -1.2676296978559025], [-0.856407401047331, 1.8417190939319668, -3.078308728510892], [0.22485269196011193, -0.35263732127462866, 0.43511594708185247], [0.8475177489492864, -1.5465739714455702, 2.0612327909344628], [-0.5943317843656605, 0.9383092835720963, -1.2299982827793996], [-1.24705774197633, -1.4116897624164588, 0.13313186346188205], [1.8503312154279263, 0.7861487945631755, 0.628715224114634], [0.25910040189900313, 0.3372530194462224, -0.05066451233536798], [-0.5281320629370023, -0.3903259770378118, 0.5633827858174923], [0.05580012939864322, -0.13199572255959538, 0.20565234435303278], [1.8533406878942884, 0.917195275735326, 0.43691555957974926], [-0.5791976937206966, -0.4117751898049133, -0.7785947584876663], [-1.3867380267227278, -0.6388017269341715, 0.3648647125043148], [1.2842294969931294, -0.19917720849313025, -1.0681719232697269], [-0.055737251371608273, -0.4020017761958533, -0.49709199966002504], [-1.14708167899076, 0.31334982905849473, 1.0840995779800282], [-0.05579405841672261, 3.1516548629432464, 0.49582576628801084], [0.04848849895839296, -0.0362139275263524, 0.16693639172056832], [0.08851404911944745, -2.8883780591244257, -0.3303819688367825], [1.1595488740063102, 4.040303514404705, 1.7892094367342974], [1.1793966484710665, -2.225478870381067, -1.4059787029954225], [-2.4966999876845795, -2.2889813412707087, -0.48807225509225294], [-0.6678817303339213, -1.500920187402539, 1.1345017371681123], [0.340742966767445, 0.014999791852048437, -0.06079914936870461], [0.0980506944336034, 1.4292045452574356, -1.139857210505227], [2.705611148404286, -0.7592846995644503, -1.0264686138907535], [-0.45772601832048887, 0.7248015222553524, 0.9354689313163795], [-1.8876070444205075, -0.15672239828069792, -0.051504042406676], [1.4801921205592936, 1.3841231680812054, 0.5055263281140234], [0.770667790665605, -1.0194739754350726, -0.6124666746456714], [-2.11310065861481, -0.5216231030349706, 0.0540482174729798], [-0.9894486334219696, 0.29616461380749437, 0.6801407773979078], [1.815475106372276, -0.884542065833728, 0.09422771038987846], [-0.23929295609986245, 0.36971239156792646, -0.5135183421709485], [1.859468043218453, -0.350704580816044, 0.5746704757741803], [-0.44965161236606976, 0.384753682917818, 0.6468110866537268], [-1.3419168344859527, -0.2658209788851249, -1.135442739365808], [3.7445599665575626, -0.9538206423792698, 1.8472870516363031], [-1.4292045452574356, -0.04437107229151815, -1.9360361344843915], [-2.20466407522467, 1.1085786443670826, 0.272038531654967], [-1.0516284975360486, 0.2544066655912356, -4.697552353546234], [-1.3110545642509361, 0.9527625569588196, 3.4592108070416447], [1.7751898049133323, -0.8012698759611665, 1.2371230137048081], [2.456327957912484, 0.3707067316782102, -0.4194354680640332], [-0.5978442810483025, -0.3583796028883997, -1.0080128288520813], [-1.9173938835724431, -0.14052415123336334, 1.284628447233627], [1.0534671377748637, -1.973255590073424, -0.5609327109709581], [-0.17672975284165318, 0.599648229961857, -0.21069386119653852], [-0.9898996206503583, 0.9734949602177227, 0.8174967433518412], [2.5060406270110125, 2.6702259966384103, 1.1793923120554088], [-2.565536249833048, -0.5538513442021256, -1.1239122101322954], [-0.16339831018554657, -1.8819697040656498, -0.487707996177016], [-0.01110811898430738, 0.7853465576665226, -0.3552673573709526], [-0.30557463578444893, -0.1310547203618999, -0.04654144832813831], [0.17076024304742476, -0.6533720835436495, 0.4412823301469351], [1.5161410063606544, 1.4558778379672273, 0.32748090676185965], [-0.8445256221455544, -1.0827986532827534, -1.077460525608269], [-1.0783711728963614, -0.561318651964483, 0.5065410493778978], [0.6140754848546347, -2.3777044056248515, 0.8183640264833577], [0.1606759084357161, 2.0412115598434033, -0.7951988940405508], [-0.5662318109045243, 0.3110723435551323, 0.13339334932603428], [2.2054966670309257, 1.1548221809395451, -0.04359745573820538], [-2.0872165935546985, -1.0727598510354492, -0.4907261414746935], [0.172069406934449, 0.23235946110495337, 0.1633644861434174], [0.5667131530425159, -0.7819554806222929, -1.6483366376820643], [0.7737726642764343, 0.22663148966285235, 1.3142461661749172], [-1.1258462515155772, 0.1308864674343857, 0.4308528168488828], [-0.46517164400455846, 0.05506857607720902, -2.384837809381575], [1.0894290328231975, -0.4385764067766034, 0.6687056493088621], [-0.216668574689556, 0.28436869593573777, 2.18306438883425], [-0.22397803692197746, 0.060489095649187447, 0.756513729959255], [0.057924539429293, 0.17489544901849566, -0.9357204434245194], [0.09085831542393667, 0.05829530296801633, 0.18450191062473872], [-0.5654816109957624, 0.20058090624148978, 0.7794880601131284], [0.34703293767876875, -0.3807147453743454, -0.8833582243592079], [0.03670736826402874, 0.29269157850733635, 0.10364120149935907]]
null
[]
null
null
null
-27.28948
null
5.976983
1.822382
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:22
5969590363017074532151681030095768174232267447250203357583626663060567954712382011518327585652464506359102554931909574865328697494027181145173531860459497
PO_5969590363017074532151681
null
null
null
[ "water_90k_train_82240" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:35
10967542921325202471520276366199476516749197164722609850980135089384493324195834788091082100766845452723150446003016267386775656791758607056062107946252
CO_1096754292132520247152027
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 7.601227769470215, 1.91055, 6.865177769470215 ], [ 8.347027769470214, 1.76214, 6.1366 ], [ 6.865377769470215, 1.2678, 6.657627769470215 ], [ 2.28047, 4.87772, 3.83547 ], [ 2.07908, 4.22461, 4.60233 ], [ 1.53147, 4.91565, 3.13806 ], [ 4.89638, 2.44964, 9.383377769470215 ], [ 4.54, 1.9402, 8.576867769470216 ], [ 4.2588, 2.37061, 10.185347769470216 ], [ 2.20195, 10.998227769470216, 9.468787769470214 ], [ 2.27791, 10.059997769470215, 9.060037769470215 ], [ 1.81737, 11.637694769470215, 8.806177769470215 ], [ 9.368347769470216, 0.118533, 1.34089 ], [ 9.624187769470215, 11.603579769470215, 1.60029 ], [ 8.974447769470215, 0.22488, 0.384429 ], [ 3.95915, 0.703012, 7.235487769470215 ], [ 4.84054, 0.141846, 7.288007769470215 ], [ 3.34439, 0.261425, 6.5929677694702145 ], [ 9.556157769470214, 1.56863, 5.14407 ], [ 10.353147769470215, 2.07258, 5.48171 ], [ 9.035827769470215, 1.99393, 4.34414 ], [ 10.789347769470215, 4.98019, 7.535887769470214 ], [ 11.184207769470214, 5.63429, 8.259387769470216 ], [ 9.948087769470215, 4.62937, 7.941697769470215 ], [ 1.667, 4.11077, 8.707627769470214 ], [ 2.46505, 4.77557, 8.714377769470214 ], [ 1.19203, 4.12387, 9.622327769470214 ], [ 8.748287769470215, 8.681047769470215, 9.124917769470215 ], [ 8.901907769470215, 8.075357769470216, 8.331067769470215 ], [ 9.646157769470214, 9.042587769470215, 9.377967769470215 ], [ 0.16074, 1.53365, 12.048035769470214 ], [ 12.239574769470215, 1.64015, 0.551402 ], [ 0.571855, 2.44046, 11.827457769470215 ], [ 2.62279, 4.33065, 0.868062 ], [ 3.10153, 5.21714, 0.810235 ], [ 3.0715, 3.60543, 1.42043 ], [ 12.265883769470214, 6.836077769470215, 9.125357769470215 ], [ 12.229465769470215, 7.849257769470215, 9.140977769470215 ], [ 11.684208769470215, 6.409897769470215, 9.818007769470215 ], [ 0.823921, 7.186337769470215, 0.15965 ], [ 1.78627, 7.145137769470215, 0.524464 ], [ 0.518443, 8.108977769470215, 12.340445769470215 ], [ 6.435407769470215, 5.5963, 11.732312769470214 ], [ 6.980037769470215, 5.60997, 0.139117 ], [ 5.931997769470215, 6.472067769470215, 11.488387769470215 ], [ 11.422197769470214, 10.124437769470216, 0.515092 ], [ 11.107857769470215, 9.630427769470215, 1.31641 ], [ 10.759507769470215, 10.133277769470215, 12.186318769470216 ], [ 11.794696769470216, 2.21939, 8.095997769470216 ], [ 11.471667769470216, 3.16128, 8.136857769470215 ], [ 0.340062, 2.13943, 8.196907769470215 ], [ 11.235547769470214, 0.361731, 9.962707769470214 ], [ 11.312277769470215, 0.947466, 9.113977769470214 ], [ 11.917862769470215, 0.688355, 10.613647769470216 ], [ 6.3822177694702145, 10.295297769470215, 0.597618 ], [ 7.269477769470215, 10.097687769470214, 0.0990819 ], [ 5.66818, 10.635307769470215, 12.401754869470215 ], [ 3.02817, 1.77162, 11.322787769470215 ], [ 2.58424, 2.58001, 11.721356769470216 ], [ 3.20348, 0.994294, 11.969452769470214 ], [ 9.761877769470214, 7.3913677694702145, 6.598417769470215 ], [ 10.276927769470214, 8.194227769470215, 6.295197769470215 ], [ 10.402227769470215, 6.605927769470215, 6.769757769470215 ], [ 4.12184, 5.0238, 9.765937769470215 ], [ 4.83945, 5.3988, 10.339827769470215 ], [ 4.29662, 4.05026, 9.624847769470215 ], [ 11.861416769470214, 12.437806709470214, 6.051067769470214 ], [ 12.030320769470215, 0.401825, 6.990327769470215 ], [ 10.977227769470215, 0.277199, 5.65604 ], [ 6.24314, 0.893313, 4.41034 ], [ 6.934377769470215, 1.42615, 3.83811 ], [ 5.26177, 1.16963, 4.18746 ], [ 7.089177769470215, 3.12596, 10.886567769470215 ], [ 6.4391577694702145, 2.75623, 10.202017769470215 ], [ 6.764827769470215, 4.11702, 11.082227769470215 ], [ 2.38435, 8.381357769470215, 8.622067769470215 ], [ 2.94325, 8.537007769470215, 7.851797769470215 ], [ 1.74378, 7.628547769470215, 8.403227769470215 ], [ 6.284237769470215, 9.560777769470215, 9.912547769470216 ], [ 7.118847769470215, 9.118317769470215, 9.505587769470214 ], [ 5.7517, 8.787277769470215, 10.356337769470215 ], [ 8.026767769470215, 8.211627769470216, 3.04635 ], [ 7.8064377694702145, 7.768897769470215, 3.92636 ], [ 7.522617769470215, 9.077227769470214, 2.87707 ], [ 1.34153, 10.101757769470215, 11.766055769470215 ], [ 0.437769, 10.478117769470215, 11.994922769470215 ], [ 1.6363, 10.453927769470216, 10.871837769470215 ], [ 6.3866277694702145, 11.504073769470216, 8.075757769470215 ], [ 6.21144, 10.612687769470215, 8.499037769470215 ], [ 7.232717769470215, 11.889112769470215, 8.444017769470214 ], [ 4.45322, 7.4864077694702145, 11.100537769470215 ], [ 3.61295, 6.967417769470215, 10.849837769470215 ], [ 4.39606, 7.783917769470214, 12.080221769470215 ], [ 11.679921769470216, 1.38415, 1.95658 ], [ 10.811377769470216, 0.976918, 1.5767 ], [ 12.206792769470216, 0.739135, 2.52738 ], [ 4.01314, 12.334331769470214, 1.04273 ], [ 4.32331, 11.731769769470215, 0.271794 ], [ 3.4282, 11.811873769470214, 1.6664 ], [ 8.262837769470215, 5.93283, 1.32812 ], [ 9.193667769470215, 5.96409, 0.898186 ], [ 8.004487769470215, 6.7318777694702145, 1.88975 ], [ 5.23026, 8.718717769470215, 4.55016 ], [ 5.94576, 8.241957769470215, 5.08453 ], [ 5.61338, 9.487087769470214, 4.02366 ], [ 11.520651769470215, 3.42034, 5.48154 ], [ 0.0364829, 3.09812, 5.70997 ], [ 11.307727769470215, 4.19534, 6.064377769470215 ], [ 11.014567769470215, 5.66999, 0.811248 ], [ 11.136187769470215, 5.07838, 1.652 ], [ 11.798492769470215, 6.2898277694702145, 0.665398 ], [ 3.58332, 7.344197769470215, 1.11934 ], [ 3.25298, 8.223117769470214, 1.48237 ], [ 4.18543, 6.905937769470214, 1.82211 ], [ 8.164057769470215, 2.03787, 2.86088 ], [ 8.493747769470215, 1.23892, 2.26091 ], [ 7.8215477694702145, 2.75895, 2.30779 ], [ 6.249577769470215, 10.742417769470215, 3.40163 ], [ 6.256367769470215, 10.852067769470215, 2.35145 ], [ 6.139037769470215, 11.663852769470214, 3.9217 ], [ 5.8241, 1.96545, 0.818134 ], [ 6.471547769470215, 2.09925, 0.0506859 ], [ 5.12507, 1.28025, 0.558694 ], [ 11.847249769470215, 9.350627769470215, 6.4046677694702145 ], [ 0.211784, 8.768547769470215, 6.10693 ], [ 11.921275769470215, 10.254707769470215, 5.99723 ], [ 10.612747769470214, 9.164007769470215, 2.95333 ], [ 10.238237769470215, 10.012447769470215, 3.40398 ], [ 9.882117769470215, 8.453547769470216, 2.81711 ], [ 9.116767769470215, 11.191947769470215, 4.11184 ], [ 8.219407769470216, 10.710447769470214, 4.06091 ], [ 9.024067769470214, 12.113601769470215, 4.53437 ], [ 4.5037, 11.202417769470214, 11.100407769470214 ], [ 3.64107, 11.181837769470215, 10.526947769470215 ], [ 5.28937, 10.728687769470215, 10.590467769470216 ], [ 3.00472, 9.562707769470215, 5.83515 ], [ 3.78006, 9.362647769470215, 5.20716 ], [ 2.41717, 8.729167769470216, 5.81421 ], [ 4.63146, 6.19537, 3.50582 ], [ 4.78216, 7.045697769470215, 4.04811 ], [ 3.71808, 5.86481, 3.74913 ], [ 1.86079, 1.22768, 8.744317769470214 ], [ 2.62305, 0.911828, 8.202537769470215 ], [ 2.09596, 1.40083, 9.707257769470214 ], [ 8.769587769470215, 0.609678, 10.996747769470215 ], [ 9.768867769470216, 0.499923, 10.718467769470214 ], [ 8.404047769470214, 1.55252, 10.766407769470215 ], [ 2.64283, 9.789477769470215, 1.99999 ], [ 2.16941, 9.975347769470215, 1.09657 ], [ 2.01838, 9.596007769470216, 2.75118 ], [ 8.643857769470214, 10.096167769470215, 11.711143769470215 ], [ 8.464167769470215, 9.361157769470214, 11.058027769470215 ], [ 8.549497769470214, 11.000697769470214, 11.281297769470214 ], [ 11.863541769470215, 3.97499, 2.84129 ], [ 11.629715769470215, 3.83926, 3.86293 ], [ 11.925227769470215, 3.04187, 2.43714 ], [ 0.865804, 4.10859, 11.464831769470216 ], [ 1.52086, 4.44797, 12.196234769470214 ], [ 12.404415769470214, 4.48222, 11.481943769470215 ], [ 11.764405769470216, 9.808227769470214, 9.174407769470214 ], [ 12.033082769470214, 9.702887769470214, 8.198867769470215 ], [ 11.620352769470214, 10.816907769470214, 9.456457769470216 ], [ 0.583962, 7.756517769470215, 3.22327 ], [ 0.543408, 7.449927769470214, 2.28205 ], [ 12.137849769470215, 8.284367769470215, 3.41397 ], [ 7.128917769470215, 6.812777769470215, 5.42765 ], [ 7.969197769470215, 6.8364677694702145, 5.98494 ], [ 6.812077769470215, 5.85263, 5.43051 ], [ 6.345487769470215, 4.20677, 5.69797 ], [ 6.734417769470215, 3.35835, 6.13727 ], [ 5.88829, 3.86359, 4.84231 ], [ 1.95166, 3.09302, 6.16285 ], [ 2.5874, 2.27555, 6.14272 ], [ 1.97828, 3.44411, 7.159657769470215 ], [ 8.695877769470215, 3.63887, 8.696607769470216 ], [ 8.126047769470215, 3.55511, 9.500807769470214 ], [ 8.380687769470214, 3.00518, 7.971057769470215 ], [ 2.20343, 12.110224769470214, 5.32782 ], [ 2.42602, 11.120917769470214, 5.48246 ], [ 1.22613, 12.207838769470214, 5.5064 ], [ 5.24381, 3.3358, 3.21983 ], [ 5.41067, 2.92918, 2.3286 ], [ 4.9739, 4.34535, 3.14998 ], [ 1.27166, 7.4981377694702145, 5.82395 ], [ 1.19201, 7.372777769470215, 4.76717 ], [ 1.01149, 6.651487769470215, 6.26849 ], [ 10.572857769470215, 5.53746, 10.566887769470215 ], [ 10.541567769470214, 5.73085, 11.584405769470214 ], [ 9.858887769470215, 4.84753, 10.272917769470215 ], [ 4.83238, 6.19516, 7.217287769470214 ], [ 5.35587, 5.53005, 6.640037769470215 ], [ 4.54687, 5.80109, 8.109797769470216 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
128207085783599321931784893888749878201890453495785026768408164243665862960853945643454146691839788890506602640134320296765600921307636892738893928182656
1
DLPOLY
NPT-PME-SHAKE
null
[[2.763922929751801, 0.4721576096289242, -1.8754000343444122], [-1.4813282614615804, 0.5419955837942942, 2.090091637135676], [-1.3915341024400143, -0.9892665039643511, -0.057709453212676905], [-0.6128526156391964, -0.18044779562646462, 0.13581567111236], [0.13252866804391228, 0.37019286642278665, -0.5127377873525836], [0.3640065358456791, -0.2793172053362197, 0.613624497626246], [-0.3129465424023396, 0.2999108432940801, 0.6015345707729054], [0.02924860324051669, -0.1973233907995136, -0.11121648601159036], [0.19407628275511568, -0.5292421853453434, -0.43888862870394946], [0.8839913410452149, -1.4641387097949223, 0.500231564596115], [0.023316039707690896, 0.004669929385807432, 0.3386883730288823], [-0.6064650753755769, 1.2875251728928923, -0.8505012029217034], [-0.5092339635012567, 0.07271865508670229, -1.254082735341614], [-0.40391717099180763, 0.5991842334864955, -0.553088135046391], [0.7518217282177504, -0.5798351468223614, 1.463973925999934], [3.9331203285962326, -0.5213499088485429, 1.5629439405529448], [-1.9114703397841855, 1.3117397179248342, 0.1799400013529617], [-1.6579894989358435, -1.0258051422951433, -1.9703328459202134], [-2.802872615188209, -1.5184566523218035, -1.506219287336105], [1.3958228175253637, 1.811307810925339, -0.05349142170254617], [1.5276758720098245, -0.44701507164625953, 1.2105537949707985], [2.684054826170442, 3.200062270928843, 2.1316041442257156], [-0.3048023201558334, -1.7334821591187015, -2.35377606402631], [-2.1296917849207215, -1.3357331057582396, 0.34360109832735775], [1.0311042422287096, 1.5382784082926144, 0.7045894888753593], [-1.4566714020325646, -1.2704050038767556, 0.22621779560911898], [0.5629794991613372, -0.05459590677053249, -0.8632979655272301], [-0.7481054199992021, -0.2507809884599307, 0.1068813712787049], [-0.3584671984846829, -0.5376114675644782, -0.7671336119046752], [1.2921651376465058, 0.7936291115725057, 0.5471168906858995], [0.42486119133480077, 0.959566393125567, -0.6155151748529522], [-0.32308681677603107, -0.8936788936242547, 0.4092115008681504], [0.04602107844922838, -0.15159198491621179, -0.7194807402434984], [-0.6476653605382706, -0.6617457021784418, -0.23034085961634862], [0.7983818231332165, 0.44438286734210675, 0.4070966309519473], [0.39530071308019077, 0.459803161420471, 0.24424947919647955], [1.7048314608690525, 0.817861002267078, -2.418709552082954], [-0.16799664534884728, 0.4241209651820514, 0.39320058697722343], [-1.321657100533726, -0.7961919332261372, 1.6904822614581112], [0.6443957031324532, -1.4136238037997408, 1.295694979991778], [-0.8111872585700582, 0.42630868688130186, -0.687517020431456], [0.2745371743568662, 1.185159744879994, -0.45684572594199957], [-1.803285441958811, 0.6306492654979159, -2.3043018977889482], [0.6492654979159186, 0.6568368796540581, 1.137081904484374], [1.0267548173241539, -1.2642126023177276, 0.9894052692653937], [0.8030001058085421, 1.5100700244400387, -2.266184804158796], [-1.0077613167439416, -1.2045998962729374, 2.0602093968392734], [-0.32330537212517324, -0.18583969485510302, 0.34296494615039036], [-1.9600338587334543, -2.2493855299013203, -0.28102098304808387], [-0.36743924248022164, 1.8995278510632023, -0.059815216655999086], [2.383740696220207, 0.10000771881987049, 0.39238750904142666], [-1.0875470284278064, -0.2735861984031583, -2.5553370002064133], [-0.24377550896510575, -0.5042774404046396, 0.8718797321135864], [1.3838803288043808, 0.591582496838753, 1.8992329747984866], [0.9512838392195839, -0.20842851765701728, -0.19312227131044746], [-1.0456355710972693, 0.33867059372468616, 0.7136916253406255], [-0.05649655775325101, -0.04624700570498844, -0.107148494483212], [1.0850926171656146, -1.2050552199169837, -0.9011982383745032], [-0.5459503948740098, 0.6482507766520442, 0.8882757197149067], [-0.38272944408885834, 0.7336261281185333, -0.05805072912492867], [-0.3187256835492001, -1.8216111345277557, 0.6449854556618845], [0.8714807818730888, 1.432153307904592, -0.3930414405225901], [-0.8107796354982454, 0.43691555957974926, -0.11079195091871302], [-1.6300846641792988, 0.8527995032202222, -1.0731588012759468], [1.4733015560793945, 1.1115013885202936, 1.2993722604694085], [0.28862185241269495, -1.89888606154588, -0.5378673160882755], [1.5074248108889132, -0.07350528088698781, 1.933191445813017], [-0.5979700371023724, -0.3879886489983747, -1.8001328677757484], [-0.7795140786070739, 0.3846114484842492, -0.19523627394351906], [-1.1485820788082834, 1.0584496793654263, -1.304020898054337], [-1.3925488237038888, -0.9141727940219908, 0.9270953126815874], [2.474939853914829, -0.36707715177281347, 0.4214952655013851], [-0.9814349372867568, 3.5951270829972612, 0.41578940977913764], [-0.5071134562446987, -0.7772938337903916, -0.45365412401801863], [1.521561525932633, -3.0333140796478135, 0.10891861935463727], [-2.722870082721465, -0.5574592420292344, 3.133719447783484], [3.104136420167455, 0.9079587103846747, -3.654700761301133], [-0.3192183003679015, -0.2637486058423661, 0.44585291225002727], [-0.23123849765746826, -2.8221956833583977, 0.7793276127337978], [-0.15120951305521296, 0.7488642927392791, -0.04181900494871755], [0.21043584446491231, 1.5801898656231514, -0.7340597696842917], [0.7319392624277337, 0.11124163722240435, -1.253315189770222], [-0.5967341586399613, -0.3581025059278802, 0.9385868141741817], [-0.3844327881591569, -0.06650847422347804, 0.21830687252499076], [0.8843599363761094, -0.9637120064942161, 1.5532954157148235], [-1.199678064501581, 0.1893495896883505, 0.6504276573121508], [0.6822439389918354, 0.4379129351809933, -1.4759814609557809], [-0.7405600567550081, 1.2741126392639888, -1.4246166174917132], [-0.4639314291264897, -1.3776575723357496, 0.7528017581563642], [1.0216812110047822, 0.6522099241474173, 0.3669180053181802], [0.6194873315952979, 0.223978904205109, 0.20982744534815345], [0.17837195345117973, 0.28881699111728615, -0.3000292274415321], [-0.3115315699732703, -0.2332332488599563, -0.3785118462202934], [-0.7880004440489634, 0.5436043940032576, -0.007524461720724424], [0.5225207410760903, 0.018788127934669295, 0.6439447159040647], [0.04288910224053924, -0.5215580568001068, 0.27841002718065333], [0.5921549037055539, 0.41568533580335565, -1.2606870963881127], [-0.3013518342170948, 0.4364298810261, 0.12213514699581796], [-0.6559826057695143, -0.7192639194606193, 0.9512361386473506], [-0.015700383165687504, -1.1632348273152557, -1.1749171310967836], [-0.3914859682262152, 0.2815981599721082, 0.8154803100710651], [0.3643109522248414, 0.8746203468091787, 0.5483787876422561], [-1.5866944891095258, -1.642894436031798, 0.7475373495480588], [0.500261919505718, -0.5119268776246156, 0.45185451152012185], [0.6562818184498875, 1.4624821990137256, -0.8246865205121134], [2.7044099612671353, -2.297021055899867, -1.5046451684524025], [-1.3831388017269342, 0.31497381672225955, -0.3924646972401316], [-0.9869638672501747, 1.920242908659475, 1.7380440683904785], [-1.0803095506953009, -0.9716693292258803, 0.8509478537344345], [0.17851462152631425, 0.5629664899143645, -0.8867666470660679], [1.0299420828324775, 0.44938275459529964, -0.1306215124377074], [0.41109437254667286, -1.4918137145216153, 0.44588326715963034], [-0.3674288350826434, 1.471458579424922, 0.4332525892737891], [-0.14260042705021395, 0.04537451887468279, -0.11827877255152963], [2.2225821447218017, -5.0173630082929614, 0.8548116000853406], [-0.6224534399050845, 1.9961562011611187, 1.547532319305896], [-1.4946193754520714, 3.1271671237248766, -2.29507834168527], [0.3591259000230697, 3.6791191178689813, -1.3504595733313904], [-0.20487439138406247, -0.20810025099173823, 3.0129806266294086], [0.4122500273194187, -3.0283272016415936, -2.1674793109608976], [0.25997332237087456, 0.5721857096023854, 0.049317187990557024], [0.3017503508160267, 0.32737509821981464, -0.26622773467380617], [-0.4818234801296762, -0.5661407461757151, 0.41629069942915425], [1.3694921016525212, -2.3666855734389336, 0.1690868202451636], [-1.2945761847521218, 0.5016582453474596, 0.6418285450631642], [-0.1717077498686066, 2.04170157481271, -0.7377674050715248], [-0.19691576772770086, -0.013780565225762471, 0.09044288680394023], [0.026133148775482944, -0.7600132173949242, -0.18871257022825158], [0.15872495503136963, 0.757905719385339, 0.3354312912284719], [-0.05459026943017763, -0.25055592848730207, -0.020823424623555756], [0.08816063124335445, 0.3460624478546017, 0.06557007387517715], [0.03163397876543981, 0.0015374111251610979, -0.07611320126345807], [0.9563747912015861, -1.1828397625031872, -1.7591754218898794], [1.0587879197867176, 0.01913582174209428, 0.71406022067152], [-1.965398004901884, 1.0331163390938278, 0.9731653926277465], [-0.5516831363733341, -0.2701474207866952, -0.3125506276528023], [0.865418472783788, 0.2469133393349326, 0.04266035631460175], [-0.4016977934582568, 0.017206333595252837, 0.42836024512890425], [1.0332854593044736, 0.8344824834825928, -0.37780978052533076], [0.6459524763535255, 0.181397904297041, -0.15478271955706116], [-1.7438461925403241, -1.2360779375313307, 0.24426248844345225], [-3.5788872063596138, 0.5692152648769412, 0.4114165682300312], [2.7851149930704078, -0.7085876641116505, -1.429334637727163], [0.6305928920943673, 0.15594661351955638, 1.1739804653147459], [0.9036699952993253, 1.0979934537469234, -0.419451946443532], [-1.652738099574511, 0.3220972467229707, 0.15431915672326554], [0.6063046279962464, -1.6148378267272376, 0.4394003257515442], [0.6054546905273601, 0.598473061318652, -2.867610964540262], [0.456789352538451, -0.26412630764614153, 1.28596839967182], [-1.297546629477566, -0.33388492540497783, 1.217626488908316], [0.7873976822725594, 0.170078124864487, 1.4253884994787627], [-0.2652815287773216, -1.175558920614106, -1.1930823762863978], [-0.09086395276429152, 1.167523542400605, -0.5278805508288624], [-0.7058557222473735, -0.5606421711219001, 3.3952183211826967], [0.6744860913804198, 0.7681396603372344, -2.966242738671981], [-0.0743482800908219, -0.08855611235132599, -0.4560868532019226], [3.7297857984121783, -1.773268772777023, -0.5097933611210849], [-1.1798259536211673, -0.2661700603455603, -0.5903943189485753], [-3.038934074340041, 1.844095449712322, 0.5444976956287195], [-0.8492696608749498, 3.203414320232154, 1.3872844150955832], [-0.17490282092511358, 0.12584364966618272, -0.31160962545510684], [0.56889437011828, -3.377122458643604, -1.0761032275074456], [-2.753238001571517, 2.2958719057506074, 2.2883872523256197], [0.3178011597310035, -0.9282271171682165, -2.12084983339491], [2.3588886980866, -1.2679028920423303, -0.35258485064517187], [0.35594817462919304, 0.6726994881294958, -0.4146458969702331], [0.850587931234855, 0.5991148508359742, 0.4549550487152935], [-0.7176334271733681, -0.8679596123591314, -0.2535298423452723], [-0.12913889192437983, -2.2322566880538686, -0.4744689191744158], [-0.09002442269298351, 1.3549564363683038, 0.1279702279046613], [0.15900508748284947, 0.866363811397141, 0.3609888241895673], [1.5493839687916837, -0.6958776298192755, 3.4087392652030393], [-1.22791680326376, 1.3862003111811876, -0.5517438461925402], [-0.666190528227464, -0.5781786360411647, -3.0100145183196214], [2.050279004983409, 0.944341237751794, -1.5055905070657558], [-1.6005363278885298, -0.2950527568328902, 2.2212638743618967], [-0.3729521277057065, -0.5641156400636239, -0.5966430939111521], [1.193255832912701, -1.0519016917224764, 0.2983414944676009], [0.6834754810385889, 0.29263347053752475, -0.21027452980245023], [-1.8915141549279895, 0.8325310964366804, 0.11907667303252484], [-1.1936157554122804, 3.6911483349031156, 2.1168256396646736], [0.5018707297146812, -1.0978156607049623, -2.2614320925980853], [0.7260287278864483, -2.3710523440061197, 0.1863852159448269], [0.16924119664257353, 1.0935052635413252, -5.0913856235678985], [0.26970727459745053, 0.7042252299601223, 3.758367114011306], [-0.4363127978033453, -1.9116828241514068, 1.2064992463309587], [-1.5062496422457083, -1.1034920288007382, 0.9341723430347625], [0.04860037848235859, -0.4959948864986566, -1.2226697403180846], [1.1470556604968145, 1.174787038627056, 0.5924280978919816], [0.04897591207830526, -0.4359745573820539, -0.2897549578240213], [-0.30964566280378764, 0.33941905906718495, 0.41640171166998835], [0.07751559808712032, 0.002046710134897218, 0.032969985065384476]]
null
[]
null
null
null
-26.609933
null
5.553783
1.833717
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:58
7784191597538738416709284139585167238750826093444071465077926691269812671579634571932863369384774915505581949490907199491995528439552235315431789931962513
PO_7784191597538738416709284
null
null
null
[ "water_1k_test_1096", "water_90k_test_1096", "water_10k_test_1096" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:49
4949348561489911412357370040491418950673284100036833186486015390034531129614188841381652100572964305696299671685367904214261919868045698147047741662050734
CO_4949348561489911412357370
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.606840550000001, 4.025645720000001, 4.34328053 ], [ 5.101988820000001, 4.118277040000001, 4.293059530000001 ], [ 4.37761444, 3.038182720000001, 3.7281304200000007 ], [ 3.0316104400000006, 3.2115673400000007, 3.6203769200000004 ], [ 2.3933652900000006, 4.430405, 4.0021720300000005 ], [ 3.1452589700000004, 5.38547911, 4.715130320000001 ], [ 4.491367810000001, 5.24488176, 4.740138590000001 ], [ 7.039192870000001, 3.4953430700000006, 3.4580416200000004 ], [ 7.062815710000001, 5.103809630000001, 4.3929064900000006 ], [ 6.828610680000001, 3.6239388800000008, 5.31383018 ], [ 4.95848881, 2.1196994700000005, 3.6619365300000006 ], [ 2.4153840500000006, 2.4252321000000006, 3.0430118300000006 ], [ 1.3790348400000005, 4.653952790000001, 3.7518937000000006 ], [ 2.6139723300000006, 6.339220620000001, 4.9985281200000005 ], [ 5.07075834, 5.957193950000001, 5.24254348 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2494500094726530149017795516191222127834269344715092324557684490400121743516259126415590300042650755253756441758232369533607603741353575046017778258441110
1
i-PI
DFT-PBE-vdW-TS
null
[[0.38112288697507896, 2.219454818102281, -0.5073733306171678], [1.3861412210299089, -1.4623450740127595, -1.3554449394286485], [1.3953821080750004, 0.9778284124248148, 1.6476118151950458], [-2.943143237658622, -0.5933540537755221, -1.734988562254147], [1.3801906866539662, -0.6651526181406103, 0.48584321750394427], [-3.0144482589796886, 0.8766166053853613, -1.2826490112528692], [0.12209257700708838, 0.03814883106712718, 0.7995566037955808], [-0.13152725890930972, 0.11739490229884895, 0.8542278374384056], [-0.6466412540011782, -1.6726697582657075, -0.31341053895073534], [0.8056647977211576, -0.8714067996612967, 0.5289318898356549], [-0.3907039843765929, -0.2951959346608901, -0.7401509208653594], [0.7341895440061968, 1.0477262467834785, 1.0350828656294306], [-0.8325453786472314, -0.1984766002657517, -0.053050098335137276], [0.6868262218604588, -0.8887515532277785, 0.024723171274736572], [1.0673993292437625, 1.3701825759483974, 0.6110900010312624]]
null
[]
null
null
null
-7,381.803958
null
3.467614
1.782018
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:21
7951167745340847651326754178841259922494476457869252664484974725195517615917764303165381065444333008353076489047460833606400780633030910909661537874945985
PO_7951167745340847651326754
null
null
null
[ "toluene_10k_test_5910" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
5563906885634756125732341755937855124873503847008314395515615226831387974531679381997408784158882780569585435536295984145356212648278481230973506310312786
CO_5563906885634756125732341
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 172.24164000000002, 191.85897, 174.48371 ], [ 173.37254000000001, 192.5097, 175.00877000000003 ], [ 174.67854000000003, 192.0773, 174.66951 ], [ 174.72747, 191.01366000000002, 173.76433 ], [ 173.64518, 190.38313000000002, 173.12911000000003 ], [ 172.41633000000002, 190.85555000000002, 173.51195 ], [ 171.2392, 191.9935, 174.90268 ], [ 173.20647000000002, 193.36450000000002, 175.66525000000001 ], [ 175.51503000000002, 192.5679, 175.16353 ], [ 175.71412, 190.5286, 173.61849 ], [ 173.76518000000002, 189.52818000000002, 172.43161 ], [ 171.568, 190.28339000000003, 173.10668 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
4496309487329808314652226741011667162450894908024222872494373698233263604095308722720312719056289600407584096229406145319678639552149031155194502686762122
1
i-PI
DFT-PBE-vdW-TS
null
[[0.4192403640507672, -0.4663421640101785, -0.16371981204239974], [-0.21495980142685422, 0.04730312065816381, -0.17169645784223425], [-2.090694225455454, 0.033692742401298846, -0.19794058416722607], [2.431490703592113, -1.1583745726462369, -0.22411602166820174], [0.9606506704965889, 0.6454876125950325, 0.4727739357135051], [-1.6987682844966199, -0.6834787767144885, 0.039447929188066874], [0.11985825124498492, 0.4609076291427947, -0.22698221896123763], [0.14420032158858515, -0.0718753610066035, 0.2668704435112478], [0.3161034703467224, -0.2805207861748131, -0.26945876328894575], [-0.20653418049549618, 0.41933965062366335, -0.17460761509280795], [0.04016597717657711, 0.583495324476638, 0.4272600964765756], [-0.22075089373526705, 0.47037232464836004, 0.2221690057292723]]
null
[]
null
null
null
-6,354.050958
null
2.70263
0.995072
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:22
8070975745500514515258803799154724986705147702480747853704309998320225293721938991822138655259277663942494771247249184602107537493879219650558924523770900
PO_8070975745500514515258803
null
null
null
[ "benzene_10k_test_7722" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:52
2995281625980981712555910187905326436673587961152187788052009592875377105662568911191564227287677196721012033744057525896586534865432126351967059943862787
CO_2995281625980981712555910
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 101.05400000000002, 272.5598, 105.17990000000002 ], [ 102.21460000000002, 272.6803, 105.99400000000001 ], [ 102.02230000000002, 272.4699, 107.37130000000002 ], [ 100.77490000000002, 272.0833, 107.88560000000001 ], [ 99.69600000000001, 272.0822, 107.04960000000001 ], [ 99.79410000000001, 272.4221, 105.69090000000001 ], [ 101.06530000000001, 272.8272, 104.13050000000001 ], [ 103.23860000000002, 272.9741, 105.73240000000001 ], [ 102.85330000000002, 272.3284, 108.01700000000001 ], [ 100.68840000000002, 271.6065, 108.87380000000002 ], [ 98.66870000000002, 271.8485, 107.32970000000002 ], [ 98.94000000000001, 272.3392, 105.05150000000002 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10529249479159811968121498920585279070031571927038716711411607456289107395236200384440037887679492124263598568372412772537500945496201381276694226146100388
1
i-PI
DFT-PBE-vdW-TS
null
[[1.54113992225674, 1.7424044210624912, -0.9963376367922318], [-0.9364284933730894, 0.04724279938180058, 1.0908347253227593], [-0.5167616341695677, -0.9738201913920413, -0.6261798086079585], [0.5956813463009507, -0.5181116817834116, 0.4566027132085486], [-2.0782677927470847, 0.35344958396428183, -0.9737140359367438], [0.6025296220553569, -1.1325038637463507, 1.4072654042493404], [0.5778103876235228, -0.17773670324866914, -0.5060667842702593], [-0.3954808998235946, -0.22210843467536723, -0.7436376976755078], [1.0395866181681939, 0.35504628690072904, 0.6282092511357072], [0.0718197855035359, 0.5767981641350671, -0.03520826763663612], [0.07678224081677255, -0.231055466225393, 0.7213887631328348], [-0.5784129759433004, 0.18039308740652854, -0.42316249590208715]]
null
[]
null
null
null
-6,353.903355
null
2.530568
1.281903
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
10010427651868352279622765939391004605129962834927394384120243097524285368983147914378941262819231974000825880071207294957034274195915224479162152753908456
PO_1001042765186835227962276
null
null
null
[ "benzene_10k_test_277" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:47
11082380257123745367839464243185227130140622278711451895256967527028809363969871104886776648414093845512363987335709548681028271037890335427232871618428797
CO_1108238025712374536783946
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.4592794299999996, 3.49220111, 4.80884121 ], [ 3.0001027099999997, 3.9625280199999997, 3.4537117299999998 ], [ 3.88665879, 3.62108208, 2.3110155 ], [ 4.91965084, 4.20364569, 1.9036541399999998 ], [ 2.7839533899999998, 2.8776889299999997, 5.60448927 ], [ 4.570372089999999, 3.44045334, 4.94346039 ], [ 2.06627282, 3.4446001799999997, 3.3385795199999997 ], [ 2.79371628, 5.02241463, 3.42582892 ], [ 3.8154595199999997, 2.5221966699999996, 1.9308932599999997 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5625365107908455678601931304794484907336055795518381545408509774628636406439236938377330524782495974294355138493689770047948504179681979808010647835482491
1
i-PI
DFT-PBE-vdW-TS
null
[[1.8436990126654405, -1.469369287605091, 0.019824087925318982], [-0.7640568617874511, 0.46606773223885867, -0.3447928618843388], [3.6445430662226466, -1.7265204576704236, -1.0970561967117933], [-2.4169574189154877, -0.16990027785217002, 0.9973310080994747], [-0.7542287307644054, 0.44736623632852446, 0.12307334396245469], [-0.007970909901090546, 0.7457874416638032, 0.11417850436567596], [-0.9161193030413742, -0.25532222554315226, -0.3315025762674855], [0.02226564926885537, 0.799542866583668, 0.2873681830177937], [-0.6511745037471341, 1.1623479718559857, 0.23157650749290273]]
null
[]
null
null
null
-7,263.673948
null
4.179366
1.662857
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:01
10157869290885908261413509098845723180426017550225907293947358489316025498595924509006219731477201151399823480464756348679798122124431389676235384266031166
PO_1015786929088590826141350
null
null
null
[ "malonaldehyde_10k_test_3652" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
5036342508410184640664009927052311299969064095611049477165213436009284309167929379461889449771389374998950553789628207157081749736133698791761423881502213
CO_5036342508410184640664009
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.714906, 4.09721404, 4.3215651600000005 ], [ 5.19478686, 4.23072437, 4.34666858 ], [ 4.45302024, 5.39405964, 4.57568312 ], [ 3.02575522, 5.44428493, 4.47377547 ], [ 2.2849621100000004, 4.29740353, 4.01330041 ], [ 3.06971567, 3.08874756, 3.8515424200000004 ], [ 4.49777769, 3.06314975, 4.00748775 ], [ 7.13036471, 4.65881409, 5.15646876 ], [ 7.04181828, 2.9827071500000004, 4.59029065 ], [ 7.0398146399999995, 4.44737045, 3.27946325 ], [ 5.07846455, 6.3332182800000005, 4.74590143 ], [ 2.49155512, 6.313769000000001, 4.62145447 ], [ 1.2405435600000003, 4.29350498, 3.6402082300000003 ], [ 2.58336145, 2.07845547, 3.62369978 ], [ 5.04410481, 2.07883712, 3.8332927000000003 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7982962216580996955063957472699942522987192454596702721990459248846119312745813739809524043799304502905401271237618250347849980333249669337263605621010392
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.11901117392476462, -1.1605441602625843, -0.043278140618761396], [0.07412000896436971, -1.2883554767180487, -0.4058110946913284], [0.13135895292693786, 1.2790569589566287, 0.1607073399186326], [1.1350223231583312, -3.0400820737826266, -1.3273903484232585], [2.3555717339207614, -0.8881348132862963, 0.021216637097570042], [-0.10271965840022611, -0.44685878980504445, -0.03207781783126516], [-1.6669038046873323, -0.842690049754001, -0.12799478102826975], [0.4740744295721565, 0.620838024478006, -0.16956595547757553], [-0.6699256624360822, 2.062244486615208, -1.042605996737362], [0.23316536703110927, -0.5289089608619023, 1.4354298492784157], [-1.1032354653764258, -0.9205466636600106, 0.09660908776758298], [-0.9292798530146176, 2.208515981296929, 0.3826201556396178], [0.4453037828082443, 0.24384645842802644, 0.7383815637894886], [0.3885730327088255, 1.4710558100423836, 0.06142656125578931], [-0.6461140132512804, 1.230563268313343, 0.2523329400607281]]
null
[]
null
null
null
-7,381.706385
null
3.506043
1.641472
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
11053280257873725310511156049762067959742241287702088423973313512985193737815231141082244366170063374644540831260912045748246511298513580133734792973536415
PO_1105328025787372531051115
null
null
null
[ "toluene_10k_train_297" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:50
7356721958842026386906038504730852541514799689003037873666276724096615556022614609284339909151178582573320386361824741962789217346979769929687381183486033
CO_7356721958842026386906038
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C9H8O4
C9H8O4
A9B8C4
[ 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 6, 6, 8, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.42857142857142855, 0.38095238095238093, 0.19047619047619047 ]
3
21
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 7.92249946, 5.25975573, 5.70626113 ], [ 6.17992788, 7.53120912, 5.35345471 ], [ 8.42513078, 6.44212673, 5.1680680500000005 ], [ 7.53777049, 7.5135998100000005, 4.99572712 ], [ 2.05608431, 6.68635259, 5.51411165 ], [ 6.49950893, 5.1648860800000005, 5.96500834 ], [ 5.6432253900000005, 6.22138411, 5.72531634 ], [ 4.82324351, 3.41743717, 6.12702299 ], [ 3.61670818, 5.74695709, 3.93287004 ], [ 6.96187881, 2.91389781, 6.48802407 ], [ 5.96403341, 3.82895077, 6.20290808 ], [ 3.3815908, 6.17332877, 5.0068944900000005 ], [ 4.3042731199999995, 6.25575786, 6.04230409 ], [ 6.40217657, 2.16893502, 6.74460846 ], [ 8.48722448, 4.42361661, 6.03166268 ], [ 5.59206633, 8.36565676, 4.99628734 ], [ 9.50169664, 6.50655946, 4.83850531 ], [ 7.84841417, 8.50481999, 4.80425667 ], [ 1.65566695, 7.57232603, 5.01352195 ], [ 1.3372181999999997, 5.84428033, 5.34217133 ], [ 1.9872090199999999, 6.76655679, 6.58798143 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2679488372139572505046056383642094902233325993916835779413592077949412491439249916734661352780717476522854493954249181077339873583606077048062185447347231
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.8542621269112245, 1.4619928599620577, 0.004626136055181159], [0.9543793887925945, -3.481134574578978, -0.7375358323035642], [0.7068160768890219, -0.5218525495637439, -0.10564447694742095], [-0.8714285924984437, 0.40390427580839783, 0.9976843959742061], [-1.1187166354778644, -1.6202931583279678, -0.12807477515886814], [1.0190957218964303, -0.3691417917088506, -0.6231938906173478], [0.38275058757410274, 3.3439006017463786, -0.222293245603043], [-0.6405464356204345, 0.4968534599464128, 0.07354985777318214], [0.6254735609441971, -0.6437304845104322, -2.170723340506422], [0.1052827980990523, 0.543231784188678, 0.23069154004000425], [0.3170626716472707, -1.0176462713304932, 0.20358261497143162], [-0.9167411073849949, 1.0527215137121857, 2.1104165563296404], [-0.1137264618549187, -0.4038344157962001, 0.26785288207139046], [0.008525539020154791, -0.8860604290351249, 0.05773583096725532], [0.8310661697380357, -0.7405728119646686, -0.14828787576363553], [-0.48302242757256053, 0.18097770373277183, 0.5456722427460637], [-1.0458166860735756, 0.10391112898734045, 0.5336067602658705], [1.131295528213628, 0.9991278338852332, -0.9238418981595765], [0.2784350239228508, 0.0396283037922129, -0.15063132609701815], [0.20996813989965812, 0.5160601924073138, -0.3935566932049268], [0.47410926675702114, 0.5419568286474724, 0.5783645371675945]]
null
[]
null
null
null
-17,638.195953
null
3.684168
1.448683
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
1181693000044918455462187280642506277854027611559084953926285713809114656654885341712773807664707604996566843825526831669265958797636001079824666636598363
PO_1181693000044918455462187
null
null
null
[ "aspirin_10k_test_512" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
3044977634410719594836458042976570146544923000122752830883661026925178044563451596559255883777298251938242254513519007861370978194318052107534910524523221
CO_3044977634410719594836458
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 54.920000000000016, 322.246, 65.46300000000001 ], [ 56.25200000000001, 322.024, 65.66000000000001 ], [ 57.12000000000002, 322.289, 64.62700000000001 ], [ 56.70200000000001, 323.039, 63.50800000000001 ], [ 55.37000000000002, 323.52, 63.46400000000001 ], [ 54.423000000000016, 323.04100000000005, 64.39000000000001 ], [ 54.179000000000016, 321.827, 66.14600000000002 ], [ 56.64100000000002, 321.49, 66.52200000000002 ], [ 58.20200000000001, 322.03700000000003, 64.75700000000002 ], [ 57.33500000000001, 323.42, 62.70600000000002 ], [ 55.10200000000002, 324.35400000000004, 62.80500000000001 ], [ 53.30600000000001, 323.087, 64.30400000000002 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2989299622041273002520039224675972131757403868780085300562714502393038710380193674245474195248292472700748998665156482750688900852080259366887345022856565
1
i-PI
DFT-PBE-vdW-TS
null
[[-2.1880637557175637, 0.7041478683047911, -0.3253371216260518], [0.6407043726680924, -1.0000842999203834, 0.055029114694725004], [1.9125403937118501, 0.8282997954946375, -0.9874330674243251], [-0.9518397677068859, 0.7573379958474483, 0.46866759292505106], [-0.21996659225377396, -0.029823063833773047, 0.36764131944986495], [0.2624425121376274, -1.1485021153035577, 0.5652365861654464], [0.03816076307039043, 0.07302308881152723, 0.21861654463993005], [-0.15938991835396601, -0.06741370966482975, 0.2577104766067721], [-0.7766020887646939, 0.08282498399862623, -0.28878280281624175], [0.4812001810887178, -0.3109105952511044, 0.19765958443261467], [-0.022093198245312768, -0.4691196902758481, -0.41214980408074064], [0.9829058494778088, 0.580215745351796, -0.11685530074777149]]
null
[]
null
null
null
-6,353.969512
null
2.321485
1.050951
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
12346522866161025012358792026292932043731442149205719411294753963559978056820665665016865792010881192440301115189269642882471312010551744683224395672212524
PO_1234652286616102501235879
null
null
null
[ "benzene_10k_test_3928" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:49
3349878418012004184474220684367987424613317558205908331210861262429083979581307183790794736181334529707890806356463433327283893556715096514635633047533335
CO_3349878418012004184474220
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C10H8
C5H4
A5B4
[ 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5555555555555556, 0.4444444444444444 ]
2
18
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.52931566, 3.2416615699999998, 4.92189844 ], [ 2.22497987, 3.88644541, 4.85320458 ], [ 2.1956941299999997, 5.19554916, 4.59764588 ], [ 3.4174457599999997, 5.97723457, 4.42681746 ], [ 4.66574434, 5.4200528299999995, 4.6449266499999995 ], [ 5.839833329999999, 6.2109596499999995, 4.55820969 ], [ 7.05854307, 5.59538511, 4.6110510399999995 ], [ 7.23015018, 4.15034867, 4.7406999 ], [ 6.10669553, 3.3788338399999995, 4.91559045 ], [ 4.80756403, 3.99098532, 4.85443103 ], [ 3.33079764, 2.2077612699999998, 4.83775243 ], [ 1.2747325199999997, 3.3886383899999997, 4.84966104 ], [ 1.3421968399999997, 5.81262625, 4.24282166 ], [ 3.39485337, 7.08455791, 4.32947832 ], [ 5.76050215, 7.253513659999999, 4.39162737 ], [ 7.96620534, 6.25107945, 4.45200605 ], [ 8.1977876, 3.5788664999999997, 4.82272478 ], [ 6.257557, 2.28721411, 5.0210208 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2475484528462421000361240992578665205582604141406152825822239514628196781229078435665167607728650498037494346778686480436832598443463502508105574118123249
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.972983827201208, 2.3657825595433235, -0.16251380195459597], [2.6486104745469743, -1.8834361153824806, 0.06680740749839986], [1.6469178589858338, 5.591168782121999, -1.9236058192529917], [-2.0933945675769667, -0.3412804840935937, 1.1386316060522486], [0.5816587120346809, -0.8140329989805086, 0.06427552616333022], [0.27610496456497946, -1.582488333957777, 0.13191202754968231], [2.2181136481527735, -0.14344694251473947, -0.42847184132231186], [0.08373858268243735, 0.4686475451485916, 0.5457449767893352], [-0.3757982296301211, -0.14586292470421308, -0.35600337555701256], [-2.436732036506549, -1.4561292654718976, -0.00967061870857639], [1.078412049988465, -1.643257885967012, 0.3485194307283617], [-0.2332752803037399, -0.9606739179493784, 0.1610608126659763], [-0.19276257896179266, -0.799494106160659, 0.7452595059760143], [-0.33131655754727124, -0.6583741464914928, -0.2764609619405807], [-0.06027535565243107, 1.177991315894004, -0.11576514658385846], [-0.7559694270228944, -0.7989651100603976, 0.3018997744066483], [-0.5988055856285981, 1.1667513987542346, -0.28837087414117285], [-0.4851874232172561, 0.4566186338252563, 0.058555168333584845]]
null
[]
null
null
null
-10,489.709458
null
6.137896
1.809449
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:02
12767471485968421787105123436377357674982018147317126930673714613953750455247878424562703282925643391958805534671225826275689210506383293972059228164269561
PO_1276747148596842178710512
null
null
null
[ "naphthalene_10k_test_5996" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
12152798410646284706774301434962022488900175283218559383623895653540022626847608654445904114579325386186499041031673407791312501004091169328667747207903746
CO_1215279841064628470677430
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 5.80203, 8.894137769470214, 12.141288769470215 ], [ 5.13704, 9.523477769470215, 11.785221769470215 ], [ 6.734797769470215, 9.161027769470214, 11.733355769470215 ], [ 7.633187769470215, 6.13099, 11.107127769470214 ], [ 7.890777769470215, 7.068797769470215, 10.863167769470214 ], [ 8.471797769470214, 5.58888, 10.954817769470214 ], [ 6.590387769470214, 10.417087769470214, 7.377187769470215 ], [ 5.9897377694702145, 9.665537769470214, 7.231217769470215 ], [ 6.32551, 11.243077769470215, 6.932297769470215 ], [ 4.39152, 10.488697769470214, 9.701937769470215 ], [ 4.70757, 11.381507769470215, 9.313727769470216 ], [ 4.2943, 9.788467769470214, 8.967047769470215 ], [ 3.16146, 0.337968, 4.38037 ], [ 4.0586, 12.350683169470216, 4.55507 ], [ 3.30604, 1.3461, 4.23487 ], [ 12.074732769470215, 3.60499, 0.0145848 ], [ 12.429473969470214, 4.30708, 0.698079 ], [ 11.514816769470215, 2.99527, 0.536758 ], [ 11.651988769470215, 8.240367769470215, 10.226847769470215 ], [ 11.294167769470215, 8.006087769470215, 9.286037769470216 ], [ 12.319300769470216, 8.993557769470215, 10.190597769470216 ], [ 2.93348, 4.57432, 6.751977769470215 ], [ 2.07611, 5.0855, 6.620267769470215 ], [ 3.0242, 4.37328, 7.796217769470215 ], [ 9.014727769470214, 11.768255769470215, 10.360277769470216 ], [ 8.475867769470215, 10.915667769470215, 10.353667769470215 ], [ 9.463967769470216, 12.087594769470215, 11.220997769470214 ], [ 9.902347769470214, 11.339467769470215, 5.25691 ], [ 9.643387769470214, 11.656045769470214, 6.20795 ], [ 10.755507769470215, 11.773048769470215, 4.88616 ], [ 8.340057769470214, 8.966017769470215, 10.590627769470215 ], [ 8.805317769470214, 8.675737769470215, 9.724307769470215 ], [ 9.013567769470214, 8.819657769470215, 11.350147769470215 ], [ 9.733187769470215, 4.52886, 11.063937769470215 ], [ 9.528087769470215, 3.88608, 10.322667769470215 ], [ 10.464507769470215, 4.15337, 11.625838769470215 ], [ 5.70868, 4.98965, 6.400237769470215 ], [ 5.86153, 5.74248, 5.71541 ], [ 4.72571, 4.74515, 6.567057769470215 ], [ 3.53838, 7.9013377694702145, 8.363977769470214 ], [ 3.1543, 8.221917769470215, 9.285957769470215 ], [ 3.67447, 6.903457769470215, 8.430877769470214 ], [ 0.773577, 8.361417769470215, 5.90204 ], [ 0.359034, 8.992417769470215, 6.611287769470215 ], [ 1.56634, 8.794427769470214, 5.46912 ], [ 0.403777, 5.46642, 1.91737 ], [ 12.080145769470215, 6.10057, 1.78106 ], [ 1.23576, 5.96679, 1.94891 ], [ 4.79835, 8.680707769470215, 6.1044 ], [ 4.34559, 8.274477769470215, 6.854487769470214 ], [ 4.24366, 9.410977769470215, 5.69494 ], [ 7.759357769470215, 12.100144769470214, 2.12661 ], [ 7.651027769470215, 11.471156769470214, 2.90999 ], [ 8.589417769470215, 11.911768769470214, 1.50315 ], [ 0.499203, 5.70528, 5.88302 ], [ 0.816618, 6.679797769470214, 5.70308 ], [ 12.242537769470214, 5.74579, 6.627207769470215 ], [ 3.15343, 7.637487769470215, 11.248197769470215 ], [ 2.66084, 7.005707769470215, 11.925836769470214 ], [ 4.10395, 7.827117769470215, 11.434457769470214 ], [ 9.618277769470215, 7.561297769470215, 8.527877769470216 ], [ 10.090137769470214, 6.6519477694702145, 8.450527769470215 ], [ 9.196477769470215, 7.768447769470215, 7.598277769470215 ], [ 10.461967769470215, 5.32615, 7.348507769470215 ], [ 10.503397769470215, 4.42729, 7.761307769470215 ], [ 9.572617769470215, 5.47986, 6.893237769470215 ], [ 3.54469, 3.06209, 4.52878 ], [ 3.19152, 3.75706, 5.20809 ], [ 4.43254, 3.40539, 4.18851 ], [ 12.153795769470214, 2.59085, 6.10986 ], [ 12.253155769470215, 3.60502, 6.0057 ], [ 0.357791, 2.24866, 6.824937769470215 ], [ 9.864537769470214, 11.438417769470215, 0.696297 ], [ 10.843337769470216, 11.457594769470214, 0.329195 ], [ 9.571677769470215, 10.448557769470215, 0.633996 ], [ 5.45085, 4.61326, 10.985907769470215 ], [ 5.8189, 3.67848, 10.863467769470216 ], [ 6.18457, 5.28194, 11.172437769470214 ], [ 9.843387769470215, 3.81603, 3.7103 ], [ 9.246877769470215, 4.23621, 2.97424 ], [ 10.709367769470214, 4.29058, 3.77099 ], [ 12.201627769470214, 10.164627769470215, 7.529377769470215 ], [ 0.42818, 10.245017769470214, 8.279547769470215 ], [ 11.541747769470215, 10.963217769470216, 7.583787769470215 ], [ 5.82172, 4.26883, 3.26305 ], [ 5.38434, 4.63967, 2.4766 ], [ 6.845437769470215, 4.28609, 3.16882 ], [ 1.8353, 3.02216, 2.45483 ], [ 2.21557, 3.14794, 3.38413 ], [ 1.08196, 3.68977, 2.32236 ], [ 8.745877769470216, 7.711277769470215, 6.05701 ], [ 7.868807769470215, 7.347437769470215, 5.66746 ], [ 9.341097769470215, 7.981107769470215, 5.30953 ], [ 2.16276, 12.085690769470215, 7.266397769470215 ], [ 1.90357, 0.428056, 7.831037769470215 ], [ 3.0831, 12.213583769470215, 6.868827769470215 ], [ 5.60689, 1.63294, 1.96601 ], [ 6.276887769470215, 0.920052, 2.14346 ], [ 5.77359, 2.39944, 2.5752 ], [ 0.0257653, 12.021967769470216, 12.371231269470215 ], [ 0.0161679, 0.483554, 11.885949769470216 ], [ 0.811262, 11.429207769470215, 12.130515769470215 ], [ 10.707537769470214, 6.988797769470215, 2.31901 ], [ 10.915257769470214, 7.545747769470215, 3.17545 ], [ 9.902817769470214, 6.415777769470215, 2.50393 ], [ 0.866887, 6.605437769470215, 8.595277769470215 ], [ 0.717742, 6.8686577694702144, 9.528407769470215 ], [ 1.2957, 7.347867769470215, 8.070997769470214 ], [ 5.77459, 12.238498769470215, 5.4404 ], [ 6.02169, 0.768058, 5.70723 ], [ 6.343597769470215, 11.969867769470214, 4.59193 ], [ 7.686147769470215, 10.345097769470215, 4.32657 ], [ 8.642707769470215, 10.600727769470215, 4.52672 ], [ 7.188157769470215, 10.131527769470214, 5.19462 ], [ 6.770597769470215, 2.3884, 5.78806 ], [ 6.405587769470215, 3.35802, 5.91526 ], [ 7.812557769470215, 2.33418, 5.89447 ], [ 10.109997769470215, 8.547717769470214, 0.108256 ], [ 10.226047769470215, 8.071257769470215, 1.00543 ], [ 10.834917769470215, 8.368527769470216, 11.836956769470214 ], [ 8.319217769470214, 5.13858, 1.70651 ], [ 7.527127769470215, 5.80983, 1.65273 ], [ 8.615347769470215, 4.86625, 0.759519 ], [ 10.931617769470215, 8.381527769470214, 4.58069 ], [ 11.790232769470215, 8.146017769470216, 5.02797 ], [ 10.768717769470214, 9.379207769470215, 4.71319 ], [ 4.98116, 0.469094, 8.711907769470216 ], [ 4.50372, 1.34708, 8.917447769470215 ], [ 5.59353, 0.519718, 7.882727769470215 ], [ 6.7926677694702144, 1.96318, 11.576095769470214 ], [ 7.286607769470215, 1.17724, 11.230677769470216 ], [ 6.481587769470215, 1.87055, 0.0858039 ], [ 1.62259, 2.18271, 11.160957769470215 ], [ 0.881075, 2.77903, 11.601375769470215 ], [ 2.1948, 1.72245, 11.849572769470214 ], [ 10.588777769470214, 1.79122, 1.72961 ], [ 10.256127769470215, 2.35542, 2.54545 ], [ 10.067157769470215, 0.962472, 1.68341 ], [ 8.849767769470215, 11.676923769470214, 7.643657769470215 ], [ 8.009317769470215, 11.084367769470214, 7.568527769470215 ], [ 8.984957769470215, 11.927505769470216, 8.625917769470215 ], [ 7.883477769470215, 5.03541, 7.897547769470215 ], [ 7.110857769470215, 5.07094, 7.209997769470215 ], [ 7.829177769470215, 5.8804, 8.451917769470215 ], [ 1.42441, 9.946657769470214, 9.854837769470215 ], [ 1.84793, 9.731277769470214, 10.760897769470215 ], [ 1.89942, 10.623147769470215, 9.280447769470214 ], [ 2.37693, 9.613877769470214, 1.64599 ], [ 2.66346, 10.147437769470216, 0.804262 ], [ 1.6237, 10.109317769470215, 2.10195 ], [ 3.17822, 1.34305, 0.894657 ], [ 2.58059, 1.92628, 1.51427 ], [ 4.1558, 1.43763, 1.13185 ], [ 6.308417769470215, 7.090417769470215, 4.48509 ], [ 6.599017769470215, 7.245417769470214, 3.54747 ], [ 5.78834, 7.843167769470215, 4.94533 ], [ 4.55617, 5.15268, 0.967418 ], [ 3.58573, 5.04412, 1.30329 ], [ 4.6997, 4.83106, 0.0157228 ], [ 3.05521, 11.002747769470215, 11.928873769470215 ], [ 3.19323, 11.882414769470214, 0.0201832 ], [ 3.5677, 10.997207769470215, 11.040427769470215 ], [ 1.24796, 2.11437, 8.384157769470214 ], [ 1.04361, 1.92437, 9.406717769470214 ], [ 1.42197, 3.10963, 8.254427769470215 ], [ 6.332457769470214, 7.0835577694702145, 1.6828 ], [ 5.58794, 6.420467769470215, 1.46126 ], [ 6.299207769470215, 7.863297769470215, 1.01485 ], [ 0.287825, 11.041407769470215, 2.41299 ], [ 12.429005869470215, 11.609291769470214, 1.60451 ], [ 12.418439569470214, 11.464905769470215, 3.28149 ], [ 2.47307, 10.067157769470215, 4.53568 ], [ 2.57259, 11.096847769470214, 4.53454 ], [ 2.54114, 9.677967769470214, 3.57217 ], [ 3.24781, 4.07576, 9.436547769470215 ], [ 2.63053, 3.52095, 10.022127769470215 ], [ 4.16336, 4.28145, 9.866557769470216 ], [ 9.207227769470215, 2.86162, 8.784737769470215 ], [ 8.581177769470216, 3.65854, 8.576387769470214 ], [ 8.960367769470215, 2.18322, 8.103457769470214 ], [ 0.0931425, 0.154079, 4.7009 ], [ 1.11104, 12.410038369470215, 4.77601 ], [ 12.341801769470214, 1.04433, 5.16956 ], [ 11.269927769470215, 0.59848, 9.458047769470214 ], [ 10.775627769470216, 12.131493769470215, 9.494657769470216 ], [ 10.604267769470216, 1.3577, 9.533537769470215 ], [ 2.71721, 7.0504077694702145, 2.27634 ], [ 2.31174, 6.931717769470215, 3.2195 ], [ 2.58402, 7.982787769470215, 1.88752 ], [ 9.473357769470216, 2.15558, 5.81873 ], [ 10.450457769470216, 2.04415, 6.09022 ], [ 9.456617769470215, 2.69879, 4.97279 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7986999791068748071292817750330397773599387609122680016129836670817398642533927521108053268275925541443614492138811309114967821946666305568917682510393430
1
DLPOLY
NPT-PME-SHAKE
null
[[5.041430115192545, -0.5401005701519307, -0.6366205098584073], [-2.3798726134536428, 1.8408084466438746, -0.8773132609325376], [-2.6020141783446338, -1.2633323099392382, 1.2099857245196552], [-0.4052909474721299, 0.05035706046524536, -0.05588165401300577], [-0.4013586857538338, 1.5712828678624766, -0.06665417778957283], [0.7635430597401968, -1.3153736342458886, 0.2512935527906569], [4.028668911195411, -0.2958007885338232, 2.8910753096634423], [-2.682897003189867, -3.015404682981997, -0.9818989337621181], [-1.6021841658384113, 3.0802514427254892, -2.2593853044077066], [-0.08190144888319952, -0.3102180696705885, -0.3744174025564037], [0.07524765269820455, 0.16741166287663936, 0.005952077403284921], [0.11696353768258477, 0.14862197383233333, 0.30656377219594355], [-0.24680319437723, 0.6525828558939694, -0.12916664498458838], [0.6355147238657237, -0.27350554107192726, 0.2078439688263751], [-0.44607406944856404, -0.527780813268738, 0.19593053409029804], [2.4989375781638925, 3.6265053866955297, 0.20830666437703918], [-0.37144869239722256, -0.9427064090488853, -1.7083656396299824], [-2.220435618971298, -2.947162509778617, 1.6714800880465834], [-0.854538405898913, -0.8644601249234622, -0.5680184141554484], [0.14016683058317853, 0.34994614171753285, 1.2890255727104158], [0.8420842201303353, 0.7951208385587142, -0.24383101508552277], [1.1515265050397823, -1.1487208441093264, 4.670926761408676], [-1.1295625597341257, 0.662864497418098, -0.6786880781526176], [0.044580954809345145, 0.6049690119737109, -3.861140165096017], [0.704342313182877, 1.9311229755443502, -1.106653275815116], [-0.2571069516212124, -1.1159895787258916, 1.0579770100587498], [-0.6633892037126656, -1.0578425811733647, 0.24778712708993553], [0.8685146735633021, 0.1190094585898323, -0.13637810422314847], [0.25675093189572484, -0.22929274795191087, -0.8921524753127856], [-0.4643650706922481, 0.01956443306568976, 0.7154131823566858], [0.6796247439346554, -0.16956252504280042, -0.15556023888446574], [-0.4392528876191864, 0.0016974378721728738, 0.01726014851356344], [-0.3222785088974576, 0.09634301394764731, 0.2121591360472357], [-1.0963195973030964, 1.2119804757221433, 0.04412172839120714], [-0.38123858438578145, -0.956656658219329, -1.3110589006665938], [1.7637113126677109, -0.47525381040843834, 1.113990491107746], [0.22184798955097282, 0.07266401624941675, -0.1805102400119338], [-0.6463991271662565, -0.5179414861416829, 0.145721779040542], [0.2896925134385521, 0.5367225023546737, -0.4510436017921539], [-1.1480833910076615, 1.2344127539188188, 2.8843928931351073], [0.9710362125398734, -0.7224034843967091, -2.3651504822961495], [0.15173985669013534, -0.6168291087971997, -0.2297593462766668], [-1.140906623094362, -0.7934469821148873, 1.3792750553760278], [0.2711079368548498, -0.2391689346120556, -0.7431098691616669], [1.2729895076086748, 1.2419841356569583, -0.7771724141519792], [-2.1204118554134945, -3.5277131651844797, -0.37778029289885917], [-1.5335690608884796, 1.0338405205086443, 0.13104821573841352], [3.8510493258608216, 2.192097142648995, 0.16516279771661696], [3.239397897358776, 1.5700469894000655, -3.6267005254001212], [-2.5784414228300143, -2.130827925823008, 4.0520682100837275], [-0.8780808065039296, 0.7524331628254697, -0.5899216496418987], [1.3799949003751866, 1.0518886824755036, -2.3076973112488357], [0.45288224203096894, -1.0002896725659265, 0.4618542860265077], [-2.130650132781047, 0.021017956229954917, 2.0504047610374787], [0.41391391000723315, 1.506054503541117, -0.10516501796143365], [-0.6390705847049416, -1.6299415624625984, 0.31410870179857175], [-0.024156827339539614, -0.23867631779335416, -0.11975098566727897], [-4.664465502078878, -2.001793541515976, 0.5734606158057147], [2.082485564072276, 1.9627354456881283, -1.7611484910140793], [2.6690421551638903, 0.15629786318782057, 1.1589851399708246], [-0.6626606858821917, -0.22197417924660848, -1.2660338968939122], [-0.16367020344727698, 0.5528019316129905, 0.053941108006237505], [0.6946330785255492, -0.039801530928183754, 1.2542345098896295], [1.4755087916491043, 1.8075264564719267, -1.0150378222173655], [-0.03827016910286499, -2.212356876601221, 1.0360694381566418], [-0.60610081646034, 0.006497988770418014, -0.12611771113574194], [-0.8211566781668409, 1.2716495551704818, 1.1715260540525538], [0.19823100259664572, -1.1951551829707223, -0.37977244225195267], [0.8612338316742206, 0.05267097186013152, -0.5558114040793529], [0.4431730073736411, 0.6502108365292716, 0.09342330528539686], [-0.08546771711999557, -0.6271931422188225, -0.10015732516005711], [-0.2343477076839551, -0.11870504221067, 0.06202418679197173], [2.032131105456425, -2.0657339903870335, -1.5140725360919876], [-1.8743809766648802, 0.7044333779116863, 1.0252717631692607], [0.13951246546044926, 1.3204689226435484, 0.31887182075686066], [-1.7020127906916236, -0.7548442099310857, -0.5262153672163508], [0.6046437807993922, -0.5594019562438315, 0.16502880247279766], [1.2430725759870116, 0.8292744482778359, 0.01756434807194287], [-2.924686867425366, -0.5481749761063497, -1.6656736274810802], [0.6746075110188322, -0.4897417751204222, 1.0067639411426976], [2.1538542929647724, 1.1330533743384796, 0.30563621288678655], [-2.0386400653584564, 1.7050309359893012, 0.13610491003672076], [0.6263692232438818, -0.1189348722405219, 0.5151531708738571], [1.2413596918022665, -1.6772822121964293, -0.4979245914662809], [3.0558851231455315, -2.301210033425092, 3.4103654210746335], [-1.9608100771361618, 1.7790405420172657, -3.542313876703561], [-1.1932514964970433, 0.22017109761618558, 0.0943946623926954], [-0.7194547217495529, 0.4157963480441898, -0.556392483777469], [0.7575804882110203, -0.3804203027511956, 0.5956543911412232], [-0.11482828661279104, 0.05831004678125211, -0.24143688000097135], [-2.887354665029236, -1.227903794016787, 1.0569926437044785], [0.5504906220674989, 0.35084985074057307, 0.3549360552147133], [1.9338245624990242, 0.7706417721716596, -1.5364701229634026], [0.5113457979264995, -1.3159243590344016, -0.3370136493019238], [-0.6898716941335234, 1.3837762548285988, 0.7221519722885693], [0.11094632731612296, 0.037326478327461825, -0.23682987200635547], [-1.1920719914381808, -0.04606400896423844, -1.6385059833863242], [1.576018233760557, -1.9046578307861228, 0.18723948982937072], [0.08541654741523608, 1.8942157418826637, 1.2981146999287092], [-0.8645381804052986, 0.7368697670304052, -0.22037057273643437], [0.3412598675138288, -0.8797980271043324, 0.2062438314487271], [0.4408356793342041, 0.14175352507228806, -0.33294262228258514], [0.7418306265426798, 1.4595941461857755, 1.421117130056044], [-0.2627325836537944, -0.6276354566158959, -1.3762959378192685], [-0.9585039712894592, -0.655601001191647, -0.22211077633982235], [0.2951403524291733, -1.5324372564018505, -2.4650961903721167], [-0.6482074124954684, 0.8005587037933231, 3.003076253267489], [0.39016119324282367, 0.6339275957350485, -0.5414405225901238], [2.335910031517069, 0.8227654883758042, -2.4921033870875418], [-0.3250590186170997, -1.1391807296626442, -0.49984562360259005], [-1.9270467448262223, 0.6100252726304524, 2.962860334459067], [-2.068071318426471, -0.45460379904702924, 0.0851056264125874], [1.2455963698997248, 0.49914312426606167, 0.4784974493203102], [0.43835091316240915, 0.01326678669865207, -0.625068298546607], [1.2311344236816861, 1.578823894691013, 0.6744080358985833], [0.8599025520673428, -1.9886455292421854, -0.25126449880575114], [-2.2769261057426284, 0.12462381594170469, -0.30496536938455854], [-0.09302565596959653, 0.7236046715338595, -0.7775713643924769], [0.6366075006114346, -0.3669709095892027, -0.3477371715815602], [-0.45925243663195797, -0.2907028982867689, 0.9724975846164787], [-0.6731808302674874, 0.45808594082006826, -0.8475567766902048], [1.2342956706960642, -0.7509067445140004, 0.09105041863756759], [-0.38105949041912324, 0.3697969516732494, 0.9209115839538744], [-2.1023376749526896, 1.0424136142636853, -1.3251739336320256], [2.0613715562355055, -0.5763443322180073, 1.1950727910732282], [-0.18891854997198676, -0.1212565891835917, -0.06214127001472646], [0.6407791324740292, 0.2547132501782267, -1.2394560053285875], [0.33343003540249744, -0.32796441710768015, -0.18869002086683212], [-0.9649739034505727, 0.23296959478797527, 1.334397489735704], [-0.9881216902307494, 2.3135514723865724, -0.39055970984175553], [1.034582047586091, -1.82578276639035, -0.5618476946747081], [-0.2417564738349352, -0.35459434566089576, 0.9376674940547741], [-2.5026538863824404, 2.018341303665312, -0.2582153394632905], [1.6574994839665367, -1.3703333662900923, -0.8062350718890987], [0.7668257263929867, -0.43085715326454044, 1.1239165465479528], [0.41752701153313104, 4.44296139028955, 2.374174563279579], [1.0902702974607683, -1.2753094899854818, -2.0104576999998267], [-1.4492778133363862, -2.939920695630454, -0.436325807050318], [-0.2842060803485784, 0.017065530178851127, 0.7653816999790116], [0.5843580283532201, 0.23974264240355378, -0.149598534638421], [-0.0051643241349284405, -0.06881371278704904, -0.24210598893693638], [-1.5377406927510742, 0.28591462811766605, -0.7799520565884898], [0.6121761347966135, -0.5600654278394416, 0.6965237557522553], [0.30969379701758676, 0.15908357660625172, 0.4658611340941141], [-1.5575581123062274, -1.2480204262523136, 0.3784650129311915], [0.5002402374274301, 0.5545234886290509, -0.5475375230046851], [1.0436971932983299, 0.744241673648296, -0.010199726632356946], [1.2267026068796367, 0.05513492323677002, -1.2701578281842734], [-0.08910857170610202, -0.8923736325113224, 0.9192420639257051], [-1.2698412698412698, 0.6884536862134938, 0.3904417593358693], [-2.111045197593116, 0.20196075370373262, -0.32831479949281284], [0.9045763061717602, -0.7240686680092209, -0.6010705742975441], [1.0127698768284497, 0.17889969523670757, 0.658406662122103], [-0.025966500321762044, -1.1159678966476037, 3.4746354375356674], [0.046034954979332646, 0.8926598359447229, -2.44171423714643], [-0.02386650431126445, 0.08575175234556723, -0.6469368427077966], [-1.4042181182384437, 0.014727941954474574, 1.7741273830772246], [1.4207268526468615, 0.21423888099661237, -0.6904441010003244], [0.04554320544376275, -0.19402337848409318, -0.7825929337239577], [-0.07821809742364873, 1.745680496363482, 1.1893747408991646], [-0.09505206300638493, -1.2741776854988525, -1.009721376621169], [0.07502606185810207, -0.09936983207664006, 0.18052238197577503], [-0.5465358109877835, -0.0648866547675421, 3.3459262844029536], [0.7097454870922252, 0.40688371294315995, -3.473794172898096], [0.06654359919030446, -0.3852341577726781, 0.008564941293604827], [0.3609428581835969, 0.27344439761115535, -0.3624250450553587], [-0.2100538062454793, -0.021918586397878276, 0.021045145556127964], [-0.14341307134444495, -0.32541677290885024, 0.3085086546183694], [-0.5252396736933945, 0.3702735237540177, -0.9211067226584656], [0.532676626546149, -0.6602192838669726, 0.8080173387243652], [0.1109272470872296, 0.33990777311179454, 0.3900627566073966], [0.6416594248525185, 0.1055583308615764, -1.8490259543149936], [-0.16315070085149858, -1.2538485688961047, -0.11512793293473], [-0.06577561997734657, 1.0211825232041603, 1.87949361072517], [0.8019940573759828, 0.3619402337848409, -0.6171630128028336], [0.14283632806198646, -0.18291911890972104, 0.5034535214296989], [-1.0338968939121926, -0.16595722906508611, 0.1062473873095663], [-0.8420625380520473, 2.270525556232036, 0.7742149786735077], [0.9269392017179143, -0.32659541068458126, 0.525339411253519], [0.08933883537751967, -1.9277579169940662, -1.3298702717891877], [1.6708859991014946, 0.18996709527799027, 0.5590246880816218], [-1.7918676595323955, 0.23549859239947754, -0.22774291299589083], [-0.11950077448383643, -0.34979610173578046, -0.3074974024870211], [-0.7738637290052436, -1.917593358692692, 0.15320599882396407], [0.9507808150033044, 1.7371204118554135, 0.043935262517931076], [-0.04411435648458925, 0.4258386194240199, -0.15757623852367594], [-1.1093201714445293, -1.4195733660819443, 1.552042191589782], [0.8820963274028513, 0.5660193265373027, -1.5588330185095565], [0.07740415220472045, 0.7004872396632861, 0.13498698208019594], [0.020967090074291473, -0.656754487756564, 1.19569723492792], [-0.01873769542057161, -0.017123724876975888, 0.17836067877047004], [-0.10243914707907713, 0.8681157233228045, -1.259290770546371]]
null
[]
null
null
null
-25.917466
null
5.254336
1.805396
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:17:22
12852922333442545257324649449184840164528753875814510466796408451982993037244478713452390243807992330725402921701607238682807221064217919973265621481232869
PO_1285292233344254525732464
null
null
null
[ "water_90k_train_68691" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
7242556720348058097658553215271999116881521794394034077335562948402819785184755019083180387833197389119301462259430978285636520565029529847951736708231077
CO_7242556720348058097658553
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H6O3
C7H6O3
A7B6C3
[ 6, 6, 6, 8, 6, 6, 6, 6, 8, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.4375, 0.375, 0.1875 ]
3
16
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.63725311, 4.766057429999999, 5.03131724 ], [ 5.13544358, 4.68955235, 4.82319798 ], [ 4.27016743, 5.8244095499999995, 4.734492029999999 ], [ 4.753997429999999, 7.055080779999999, 4.517040049999999 ], [ 2.8911491299999996, 5.775101759999999, 4.89315099 ], [ 2.3387345899999996, 4.50472527, 5.07352867 ], [ 3.1598599799999993, 3.3358671799999993, 4.821618559999999 ], [ 4.4972987, 3.4073069799999995, 4.662110609999999 ], [ 7.161276409999999, 5.88196289, 5.147244789999999 ], [ 7.22326308, 3.5920523199999996, 5.36459759 ], [ 5.74888187, 6.845508929999999, 4.66125936 ], [ 2.1926988699999996, 6.590521539999999, 5.09859264 ], [ 1.2669732799999998, 4.41400017, 5.2795972099999995 ], [ 2.7979840999999994, 2.3790440599999996, 4.777524659999999 ], [ 5.29967203, 2.6744964299999996, 4.59217085 ], [ 8.13439843, 3.7669623399999996, 5.38738605 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10775210063405675351620061566817970921878513819015657428238606023854124230078248362785663753344367348412504545214026462768960534448178304288782170984440590
1
i-PI
DFT-PBE-vdW-TS
null
[[-2.992612650550282, 1.3203427708535052, 0.7037291184343052], [-0.14033981102121057, -1.1248556219638657, -0.8276001388861849], [0.7788818824337227, 0.92844247874023, -0.024968173942147176], [2.2908706939085026, -0.1669539535685856, 0.5724440001270573], [-1.455780209154057, -2.179385431858992, 1.0356109602917276], [0.8876435275340386, -0.9134943049593066, -1.0226307591572936], [-1.0692799297797988, 1.8243934505491808, 0.33059483501267856], [2.735566728457165, 2.481156719362001, 0.9911317157684799], [0.6737392020022204, -0.33038665045269905, -0.4886939757495218], [-2.432845501453073, -0.281771387468088, -0.7328203260941599], [-0.5258616645478539, 1.125429985780638, -0.31067466505824587], [0.7298639780677532, 0.4790968291190061, -0.41924164627112454], [0.18631497815460416, -0.19915628857304102, -0.009800167931711335], [-1.6992546342212, -2.3726785594919106, 0.030337401484521326], [-0.8709740878075135, -1.0146170227842555, -0.12691227635482896], [2.9040674979769903, 0.4244369867161865, 0.29949409832644436]]
null
[]
null
null
null
-13,487.545494
null
3.823847
1.995628
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:14:40
13028029023118146044922366454939134191310375335469768404843408242332218045597232853062074973933898044650651066565855148133071372088391674760484962367055312
PO_1302802902311814604492236
null
null
null
[ "salicylic_acid_10k_train_5189" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:40
7380727918344296542959479835726508319094472613499060916575352193745122602395034105612368864893372610211462791154969421082190446990844702663478181783172232
CO_7380727918344296542959479
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 10.052887769470214, 3.94282, 2.26092 ], [ 9.767627769470215, 4.01575, 3.23658 ], [ 10.620727769470214, 3.10883, 2.06804 ], [ 3.90315, 4.88938, 8.526947769470215 ], [ 4.0879, 4.08632, 7.889047769470215 ], [ 3.27941, 5.55645, 8.103457769470214 ], [ 6.01482, 11.636568769470214, 6.611287769470215 ], [ 5.6001, 11.607869769470215, 7.570567769470215 ], [ 6.424807769470215, 0.129489, 6.428767769470215 ], [ 4.97015, 12.321375769470215, 9.453717769470215 ], [ 4.32283, 0.435078, 8.940047769470215 ], [ 4.59103, 11.962694769470215, 10.327877769470215 ], [ 2.9609, 11.076207769470216, 6.869647769470215 ], [ 2.89445, 10.734407769470215, 5.92959 ], [ 3.09061, 10.332787769470215, 7.521087769470215 ], [ 0.0307215, 7.670977769470215, 0.928038 ], [ 0.639685, 6.931497769470215, 0.50774 ], [ 11.510108769470214, 7.350587769470215, 1.13347 ], [ 2.95286, 2.80229, 4.65344 ], [ 3.11995, 1.80251, 4.67143 ], [ 2.19957, 3.08282, 3.96125 ], [ 7.574427769470215, 10.634837769470215, 2.00006 ], [ 7.468347769470215, 10.434737769470214, 2.9942 ], [ 7.608447769470215, 9.749507769470215, 1.47789 ], [ 4.64709, 7.225247769470215, 5.56708 ], [ 4.61601, 7.620247769470215, 4.60692 ], [ 3.94845, 6.497557769470215, 5.70961 ], [ 4.01029, 8.673877769470215, 2.8231 ], [ 4.31151, 9.602377769470214, 2.52125 ], [ 4.69865, 7.979277769470215, 2.44249 ], [ 8.223607769470215, 0.941617, 2.12372 ], [ 7.592907769470215, 1.46686, 2.75941 ], [ 7.914957769470215, 0.0236999, 2.06884 ], [ 0.3394, 0.159847, 9.318857769470215 ], [ 1.22189, 0.462104, 8.886857769470215 ], [ 12.272512769470215, 11.921009769470215, 8.784767769470214 ], [ 2.70541, 10.499557769470215, 4.17909 ], [ 1.68814, 10.605267769470215, 4.15857 ], [ 2.988, 9.709567769470215, 3.66168 ], [ 10.703977769470216, 7.723937769470215, 7.6329677694702145 ], [ 11.001267769470214, 6.7468477694702145, 7.687257769470214 ], [ 11.001357769470214, 8.242607769470215, 8.478267769470214 ], [ 7.860107769470215, 5.18355, 4.98483 ], [ 7.250447769470215, 5.262, 5.84124 ], [ 8.264427769470215, 6.09914, 4.78224 ], [ 9.983427769470214, 11.230357769470215, 6.10517 ], [ 9.094457769470214, 11.512660769470214, 5.69694 ], [ 10.235807769470215, 10.297367769470215, 5.88077 ], [ 6.756027769470215, 9.970817769470216, 4.64085 ], [ 6.460127769470215, 10.447697769470215, 5.48673 ], [ 6.343527769470215, 9.043497769470214, 4.59638 ], [ 10.362737769470215, 3.14718, 10.405137769470215 ], [ 11.352967769470215, 2.99305, 10.490357769470215 ], [ 9.799697769470214, 2.4514, 10.871947769470214 ], [ 7.665747769470215, 4.91144, 1.01853 ], [ 8.377527769470216, 4.44263, 1.58114 ], [ 8.174527769470215, 5.14403, 0.162649 ], [ 11.798752769470214, 5.64051, 5.05459 ], [ 11.766023769470214, 5.53214, 6.05001 ], [ 10.964877769470215, 5.20686, 4.71507 ], [ 2.57508, 5.27518, 5.78369 ], [ 1.69685, 5.06198, 6.15668 ], [ 2.8124, 4.49382, 5.16777 ], [ 9.914387769470215, 6.697517769470215, 1.1973 ], [ 9.823317769470215, 6.248807769470215, 0.291836 ], [ 10.010637769470215, 6.0415, 1.93302 ], [ 10.429217769470215, 0.652788, 3.74671 ], [ 10.497017769470215, 1.56532, 4.25794 ], [ 9.670907769470215, 0.635932, 3.05566 ], [ 11.972893769470215, 9.144017769470215, 9.429307769470215 ], [ 0.382334, 8.669157769470214, 9.103917769470215 ], [ 12.177553769470215, 9.731737769470215, 10.261247769470215 ], [ 4.3359, 2.00227, 2.03192 ], [ 4.10275, 1.52227, 2.86168 ], [ 3.91888, 1.54569, 1.26338 ], [ 2.41926, 6.403857769470215, 12.433322079470216 ], [ 2.63392, 7.386507769470215, 0.0987499 ], [ 3.06644, 5.87491, 0.62016 ], [ 9.867627769470214, 3.42096, 4.95171 ], [ 8.968627769470215, 3.89362, 5.03288 ], [ 10.144087769470215, 2.92523, 5.83195 ], [ 9.949637769470215, 11.054277769470215, 8.904277769470214 ], [ 10.678227769470215, 10.351297769470214, 9.056797769470215 ], [ 9.813567769470215, 11.130737769470215, 7.887747769470215 ], [ 10.307417769470215, 11.324107769470215, 0.972383 ], [ 9.432217769470215, 10.946337769470215, 1.34382 ], [ 10.176757769470214, 11.966507769470216, 0.239959 ], [ 6.673077769470215, 2.82573, 3.57081 ], [ 5.97031, 2.92348, 2.78939 ], [ 7.099097769470215, 3.70409, 3.92831 ], [ 6.414437769470215, 3.31997, 11.687956769470215 ], [ 6.846657769470215, 3.78074, 0.0230298 ], [ 6.842247769470215, 2.41066, 11.562916769470215 ], [ 2.72204, 9.285487769470215, 12.438320899470215 ], [ 3.53433, 9.656547769470215, 0.475296 ], [ 1.96155, 9.961957769470215, 0.021445 ], [ 2.51749, 1.09215, 8.033737769470214 ], [ 2.54477, 0.201849, 7.582467769470215 ], [ 3.24992, 1.66443, 7.666467769470215 ], [ 8.148127769470214, 8.246627769470216, 8.294037769470215 ], [ 9.041547769470215, 7.976767769470215, 7.866747769470215 ], [ 7.389637769470215, 8.056977769470215, 7.658377769470214 ], [ 3.61012, 4.76049, 1.95624 ], [ 3.97343, 3.78803, 1.98306 ], [ 2.65291, 4.73639, 2.31118 ], [ 5.73786, 8.654537769470215, 9.754637769470214 ], [ 5.7787, 8.216927769470214, 10.674367769470216 ], [ 6.667497769470215, 8.894177769470215, 9.389407769470214 ], [ 3.62039, 3.17309, 10.843007769470216 ], [ 3.47031, 3.84159, 10.034337769470214 ], [ 4.61828, 3.18297, 11.076617769470214 ], [ 7.8883877694702145, 11.687527769470215, 10.357997769470215 ], [ 8.743107769470214, 11.496072769470215, 9.735227769470214 ], [ 7.078897769470215, 11.770195769470215, 9.785997769470214 ], [ 1.17397, 4.07424, 2.97247 ], [ 0.671175, 3.3574, 2.46114 ], [ 0.60874, 4.85221, 3.40652 ], [ 6.567707769470215, 4.75081, 9.734857769470215 ], [ 5.66388, 4.83106, 9.302827769470214 ], [ 6.465257769470215, 4.24892, 10.612197769470214 ], [ 6.5432777694702144, 5.77502, 7.250967769470215 ], [ 5.85026, 6.48231, 7.114577769470215 ], [ 6.609077769470215, 5.61076, 8.266627769470215 ], [ 9.202107769470215, 5.50644, 11.261407769470214 ], [ 9.864877769470215, 4.7642, 11.043837769470215 ], [ 8.582347769470214, 5.827527769470215, 10.539707769470215 ], [ 4.61566, 2.85784, 6.7006277694702145 ], [ 5.55782, 2.49745, 6.538557769470215 ], [ 4.16539, 3.06006, 5.82561 ], [ 1.62495, 7.217077769470215, 9.303437769470214 ], [ 1.87844, 6.833377769470215, 10.230397769470216 ], [ 2.38746, 7.684597769470215, 8.873417769470215 ], [ 7.304577769470215, 1.5027, 6.28911 ], [ 7.448037769470215, 1.93413, 5.37413 ], [ 7.765707769470215, 2.04647, 7.013817769470215 ], [ 8.530797769470215, 2.97838, 8.282337769470214 ], [ 9.123567769470215, 3.12655, 9.071997769470215 ], [ 7.7538377694702145, 3.60205, 8.435807769470216 ], [ 12.402894269470215, 5.51597, 7.770697769470215 ], [ 0.0257571, 4.49932, 7.715897769470215 ], [ 0.710228, 5.92393, 8.306207769470216 ], [ 3.99955, 0.263636, 4.36337 ], [ 3.49856, 11.840159769470215, 4.21488 ], [ 4.3265, 0.263005, 5.31334 ], [ 1.12735, 11.944276769470214, 1.05918 ], [ 0.813894, 11.601743769470215, 1.96229 ], [ 0.708354, 11.323157769470214, 0.377451 ], [ 4.92578, 10.711947769470214, 1.22422 ], [ 5.94547, 10.925977769470215, 1.3665 ], [ 4.52089, 11.436037769470214, 0.701892 ], [ 3.49623, 8.638967769470215, 8.098367769470215 ], [ 3.92757, 8.199737769470214, 7.2926677694702144 ], [ 4.21408, 8.782397769470215, 8.872177769470214 ], [ 0.396117, 2.99703, 7.361717769470215 ], [ 12.028816769470215, 2.36794, 7.378647769470215 ], [ 1.1941, 2.45708, 7.573777769470214 ], [ 12.137113769470215, 2.11475, 1.48017 ], [ 0.230541, 2.10348, 0.605262 ], [ 12.122732769470215, 1.20545, 1.93228 ], [ 9.007647769470214, 1.23977, 11.925708769470216 ], [ 8.503177769470215, 0.597621, 11.272157769470216 ], [ 8.654757769470216, 1.3341, 0.410884 ], [ 3.30685, 0.326077, 12.008817769470214 ], [ 2.45699, 0.12739, 0.127322 ], [ 3.22959, 1.07641, 11.295417769470214 ], [ 1.00111, 2.26335, 11.362057769470216 ], [ 1.46501, 2.91872, 10.765987769470215 ], [ 0.879532, 1.39142, 10.882017769470215 ], [ 7.725907769470215, 8.287367769470215, 0.76745 ], [ 6.878427769470215, 7.799347769470215, 1.01946 ], [ 8.588187769470215, 7.759227769470215, 0.630434 ], [ 5.61436, 6.409397769470215, 2.12648 ], [ 6.367807769470215, 5.75238, 1.88431 ], [ 4.81127, 5.7965, 2.24896 ], [ 11.326667769470214, 8.831837769470216, 5.21424 ], [ 11.394327769470214, 8.300147769470215, 6.1038 ], [ 12.066349769470214, 8.464737769470215, 4.63998 ], [ 10.590707769470214, 1.507, 6.969747769470215 ], [ 10.078847769470215, 1.74131, 7.832567769470215 ], [ 10.563777769470216, 0.528785, 6.629217769470215 ], [ 12.300070769470215, 9.973667769470214, 12.158237769470215 ], [ 12.327007769470216, 8.982047769470215, 0.0305981 ], [ 11.574800769470215, 10.454877769470215, 0.294638 ], [ 12.426051069470216, 11.034847769470215, 3.44847 ], [ 11.812060769470214, 10.324597769470214, 3.87187 ], [ 11.863370769470215, 11.912840769470215, 3.3495 ], [ 8.986207769470216, 7.665897769470215, 4.73014 ], [ 9.978627769470215, 7.908837769470215, 4.92835 ], [ 8.559287769470215, 8.487757769470214, 4.39758 ], [ 0.764819, 7.896767769470215, 3.39521 ], [ 1.31589, 7.1175077694702145, 3.67802 ], [ 0.321362, 7.857537769470214, 2.48608 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
12164692024338012786442559591168673942568333350716761209436305343100866388071847521487713060575641793659627693719430820223823929078902408566426429489963634
1
DLPOLY
NPT-PME-SHAKE
null
[[-0.19042762262082552, 0.08302371325538192, -0.42785938912045346], [0.40858445516406394, -0.5906241489784272, 0.1286683908255321], [-0.19468554915500605, 0.5441117546351947, 0.11990839755564923], [0.877942041202887, -2.285338752118339, -0.4348123979858216], [-0.2302216081857651, 1.5252344699946054, 0.8768015638849428], [-0.48432559196410135, 0.49566098249302265, -0.43940466216720175], [-0.7661318998877735, 1.2320667530480665, 2.5022245812323396], [1.0260219630780225, -0.06134640502469155, -2.36557978744625], [-0.17485512035288017, -1.2802963679917019, 0.19221942957053875], [1.5381873435638052, -1.1244802805834386, 0.5918860459347838], [-1.3575366036845655, 0.8876556122758723, -0.552879987094827], [-0.13806627083864542, 0.17305420693028606, -0.09755244027454715], [-0.32863786245930277, 2.6249104530166707, 0.49834522378506646], [-0.0904723744304118, -0.6291401928490771, -1.609148449384489], [0.2854050992779001, -1.8364937130645795, 1.1858492349695497], [-0.18092219949940416, -2.3382516959721635, -0.9180018490476364], [-1.3231488275199343, 1.6545290392410925, 0.9278541854216643], [1.0657912310737139, 0.1677542397135884, -0.5398403852124757], [-2.7217859788070693, 1.8520527724439864, -2.3125801152792738], [0.027510264295861498, -0.6733889782190514, -0.3553124560937915], [2.4963704200946033, -1.0005368482584087, 2.221788580656464], [0.21909046283431596, -0.0660371058414988, 0.005989240485470405], [-0.25890309498658315, 0.12150983585799453, 0.23681946460877723], [0.12047126430800346, 0.1937267676531145, -0.1336838891750923], [0.17889796067044453, 1.1443020365542496, -1.3464483888481267], [-0.26387479553800175, -0.8961983511213103, 1.7905363799255178], [-0.29464209827011706, -0.16118370270921903, -0.3178757460803139], [2.835881411173729, -2.0093952781637188, -1.0479165257331577], [-0.2086258245694373, 0.03566463375500639, -0.17154166514892116], [-2.0918999224648878, 1.3456591611984465, 1.0386105777319852], [-0.07864480072435487, 5.013026592635378, 1.6009873151169185], [1.0846156114432806, -0.4178045421352164, -1.0833797329808694], [-1.2829372451271697, -4.531554362173966, -0.4958561211976139], [0.9608066080036357, 1.0352108278564403, 0.77419329659522], [-0.656069334082666, -0.3021380263758146, 0.006584543626943364], [-0.32662793380201316, -0.5280279889612203, -0.5496753759238734], [-1.7877090369167736, 2.728086790757537, 2.269398088161065], [0.09430142945605736, -0.10575910690652249, -0.36045631234681613], [0.9429969488979433, -2.886431008494171, -1.7985891038016488], [0.05179111312320797, -0.1763576883782326, 0.5359159290423633], [0.21679606530988893, 0.32548658920093737, 0.09716172922379895], [-0.06883886399786301, -0.4285696940051655, -0.8703533138021171], [-1.8606258661990274, -0.38591367410622135, 2.0706948498993083], [1.6017678699352835, -0.012852702367509492, -2.1184604683675823], [0.13114795329853793, 0.2930254825129702, -0.039029648941134025], [-0.959223816288618, 2.573042585336324, 1.1772067585639872], [0.24579367681214473, -0.2266228168315372, -0.11362970132503515], [0.7507072693937517, -2.3061145195338177, -0.8165817596480912], [0.5173473971965941, -1.03296890096147, -0.8096565038429315], [-0.2646102516335278, 0.7874974198326837, 0.5194115310496034], [-0.01788962261041815, 0.18290133960552496, 0.013948080962614892], [-0.658189841339224, 1.4232810014691775, -1.0792558016905083], [0.9028937768966181, -0.5142121686761617, 0.3710787961416308], [-0.16579721532732133, -1.1146366170407258, 0.9593105446017696], [1.159501173434077, -0.7771160407484307, -0.10400329220676723], [-0.4337890038906321, 0.0016334497227295827, 0.5326852993774642], [-0.6339622870603091, 0.5310894984154737, -0.26218662892250477], [0.4958127570410381, 0.24648793695892374, -0.7811575801412978], [0.7785904220720087, 0.24503220222267322, 1.626173217256159], [-1.0347945319533123, -0.6247474037879458, -0.9812614806604534], [2.9607745185277694, 0.08632459285393392, -1.526921335685405], [-3.2725758135549414, -0.19535725994036562, 1.5256074017411576], [0.3405859885206405, 0.295110431161136, 0.11952679297778193], [0.45439131467980776, 2.206346604499812, -1.2753181628167969], [-0.1314640779999757, -0.39917226497928066, -0.5717520680366271], [0.12500195138704592, -1.8349152577652197, 1.656549808937526], [0.33356706613727705, 2.3710306619278314, 0.961665218303837], [-0.41268063339421657, -2.45728630577281, -1.4967051913833687], [0.3197057134878138, 0.2883204715244929, 0.3309782259897001], [1.1014409041947015, 1.2839389571440714, 1.044048442966594], [-0.6560216335104325, 0.1204365729827428, 0.5125903492202257], [-0.371600466945238, -1.2166551318010175, -1.0393781233033772], [1.634932776884476, 2.808661730091082, -0.3564321186165793], [-0.4074929793430504, -1.5362489657648655, 2.667229533419021], [-1.043757903117536, -1.1881605445150412, -2.4271438805369523], [1.7632603254393224, -1.561491241307655, 1.7083699760456397], [-0.19331654273190718, 1.064043655563708, -0.2616094519984805], [-1.7802720840640194, 0.7094809657371126, -1.6369145188399914], [1.042032009685818, -1.566165897386529, 1.8352751802647989], [-0.19136775753538948, 0.4123536676536349, 0.3462276652911556], [-0.726956720837171, 1.0920265458020895, -1.9799510158487321], [0.77013874795538, -0.3538285346557667, -1.5715257071393014], [-0.43185756435674477, 0.1534063412273444, 0.5078723289847757], [-0.10955347060690739, 0.15226022656904528, 0.7696747514800186], [0.45353270437960636, -2.4671212964842075, 2.5307148321026585], [0.2711387254060186, 0.37066250023850283, -0.3777794256157277], [-0.8034857843621913, 2.133074189133636, -2.2528286439334413], [-0.7885728509157642, 1.150377354890523, -1.3915471116869869], [2.1600076667828825, 0.0029237155103180672, 2.6479454929897503], [-1.2494167520940551, -1.1595662196689407, -1.0250939701272999], [-0.8856348425794388, -1.993376558724608, 0.007038522982135703], [0.5090908617845564, 1.1599521606624654, 1.5064838086912176], [8.660168981445345E-4, -0.36206512255577933, -0.1371469507192379], [-0.19095839989731367, 0.08634714221535333, -0.12655135270150022], [0.38804805789288355, 0.030223386116184716, 0.1944032484956974], [0.012454662774299971, -0.4760647201364063, -0.11762354014566888], [-0.8570144992393928, 1.042842919413786, 1.3185262084289513], [0.027803666179253547, -2.2473777694518597, -1.0702534027853665], [1.183403496538673, 1.2793683750409792, -0.6099125258233552], [0.34200703193163035, -0.07432703165409973, -0.14053108949841547], [-0.16982834732261023, 0.2769473541793507, 0.4708133207750736], [-0.3109600303896009, -0.13281703968514152, -0.31041624386614003], [0.2940931080478671, -2.0025090500994773, 0.361879090324069], [-0.42318429940001356, 1.4876377462433632, -0.32306773654713766], [-0.11181838050486285, 0.06385025142537983, -0.06861076853427417], [0.16054581596598863, 0.0038740149831833796, -0.15029106021893696], [0.1969443880710409, 0.3155995615016487, -0.3858512297207522], [-0.431121674619653, -0.3333567499778843, 0.47221831944813036], [0.6650847422347804, 2.614806604534503, -3.582568823252901], [0.36146192713780956, -2.3402204286807065, 3.002742349261855], [-0.7090386513400392, -0.19947642117350348, 0.41409430489858856], [4.804965369384559, -0.2716530243030079, -1.708951055743756], [-3.2552344873402683, 0.4040741492386122, 2.8256734887157795], [-1.8158957386910617, 0.1020228511759492, -0.82372383623613], [-0.31865933638963906, 2.92503811709363, 1.9820238225330564], [-1.1021303942842573, -0.07159985984704595, -0.3635928417919457], [1.107889154277527, -2.9187503143901354, -1.5082010292916204], [1.0020892850638232, 1.574522170358691, -2.0388395404787056], [-1.3537335671528656, 0.1356786403775804, -0.49058303975799333], [0.20129207840933333, -0.711284914650667, 0.9976401225991435], [0.7889934832345499, -0.7728793626509723, 1.6914753006436976], [-1.1043766575948852, 0.9715999465753591, -1.0015298874439953], [0.510851446541535, -0.21806880330538947, -1.0681025406192055], [0.4940001352961685, 0.44992047013683995, 2.521734115275805], [-0.2339617666904302, -0.34447141694983463, -1.06493695718917], [-0.3629493177083604, -0.17616645244773319, -1.4626990197966048], [1.3453816305963613, -0.5870032419043456, 1.8317063101786082], [-0.30886467434385695, 0.11091597240651989, 0.11332615222900438], [-0.9580876753863313, 0.22500923656535066, -1.3914473741268627], [-1.9189072926369395, -2.4895709203435135, 2.6135056798372283], [-0.3341082508113434, 0.7482398488845872, -1.2792816467278276], [2.120286099359425, 1.5951895273827301, -1.15901115846477], [-0.42546482039433625, 0.4761644576965307, -0.8454015781083861], [-0.15939709945829494, -0.351592678742717, 0.21642183263863954], [0.42912128607681005, 0.085255232752774, 0.5223125931245263], [-0.9311715433997151, -0.14217415739107359, -0.8607091253796533], [1.7899813187213471, -0.11744574710370798, 1.3273551507077899], [-0.9133662207096804, 0.43974723900415086, -0.30512321491449457], [-1.216598758397469, 0.32616740645917786, -0.6690829174710717], [0.29535934141988124, -0.5345933222668006, -0.011210328301356605], [0.6568759073949764, 0.6068466799534442, 0.715816469012841], [0.2061553685693124, 1.6731019075025193, -0.20892763909920506], [-0.625827171286684, -1.1577449250927558, -0.5943144387030301], [0.6916973251253657, -0.04390534124989376, 0.7938676144336727], [0.175359445493857, 0.05188304513514873, 0.15018438439376042], [0.1802556924128337, 0.075533856131605, 0.7443110562988172], [-0.23382560323878213, -0.17877177097480887, -0.8396384816994586], [4.153999996530867, -1.4350196786542542, 1.9016266762414724], [-2.6940199093515673, -0.9523289153930614, -0.1554409874538822], [-1.6722042694613999, 2.484722807638336, -1.8326386395449885], [2.8897743849661675, 0.6171500035558608, 3.0675283991861413], [0.08264731237630375, -0.047738732691196904, -0.4379432900905964], [-2.403384659149056, -0.5197844627961554, -2.7814940859963264], [-2.363598045490735, 0.5127768150935018, -0.17923750201643326], [0.011197969516732492, 0.4641872776502871, -0.3984584909620425], [2.4858155843840466, -1.386746699554043, 0.5283488837198814], [0.253247108044398, 0.4301741677984712, 0.031746812300850115], [-0.2642108677514644, -0.08804137981277091, 0.25508791649104184], [0.03517730736340724, -0.10007536690412877, -0.31088284219089596], [0.38878394762997537, -0.4926298279483724, -4.080822982309159], [0.6867928390166397, 0.7496535203889592, 1.959799692287945], [-1.068753002967843, -0.5020225042626966, 1.9968196727567287], [-0.1481215514654483, 0.46761304601977755, -0.35161782995353097], [0.7654554190451907, 0.650258537101505, -1.02629515726445], [-0.469260883969659, -1.0379687882146629, 1.710811378060859], [-1.115464872431324, 0.034289686442456634, 1.1456636710707304], [0.9976357861834859, 1.008888784814913, -0.40860917273331215], [-0.38205556509566996, -1.3228886425804796, -0.5913136390679828], [0.12099163418691339, 1.926873288199919, -0.43009654595820046], [0.012965839452015827, -1.2590696133478343, 0.1893691035588096], [-0.4331485152980072, -0.7237954738227932, 0.4977944989965534], [1.233901056871224, -0.7875191019109716, -0.1189847410205841], [0.11880044335513681, 1.2003111811875882, -0.09090167958051248], [-1.017847819563479, 0.26446498170899874, -0.04260619448303854], [-0.1735221061797392, -0.8751277074411159, 2.2928667696999026], [-0.7412191919349607, 1.230813528923025, -0.9050576483097518], [1.0877118122227947, -0.2113560318674514, -1.4829674265801465], [0.2814871477312741, -0.15185607262975856, -0.16254923999979184], [0.11977266774556689, -1.0244174892847169, -1.0058359481919747], [-0.49695757077464, 1.1025987271752762, 0.9834123428266145], [-1.6519488719248308, -0.20726896011017965, 1.6184847522952646], [0.40387424047679754, 1.3568297679323797, -0.4543002499509985], [1.1941231160442174, -0.6919314915708753, -1.368924031201378], [-2.405995181374921, 1.706778511499307, 0.30483527691483103], [1.02654666937259, 0.5316532324509594, -0.42480178244029193], [1.277603453868343, -2.100212831280474, 0.4247310988650733], [2.873538844744177, -1.528825022159084, 1.0404795728804033], [-1.599920556865153, -0.6485239708384719, -0.2150814465588807], [-1.6524128684001922, 2.1011191421529087, -0.9690024335964671], [-0.7999646148482342, 2.2576507381446733, 2.0041482152180436], [0.8423227229915022, -1.511063063625625, -0.1253115714649973], [0.28332969074418096, -0.4886923625312873, -1.1914605568304617]]
null
[]
null
null
null
-26.118198
null
5.263058
1.79153
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
13316649253371967197480719810829330030382267479753866301545453012630724019990385368082532923259076498828128784159252680818922543279468413499030717607263037
PO_1331664925337196719748071
null
null
null
[ "water_90k_val_2098" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:57
10061178085635167236463417664233912735164851798908772880736738811186368296414541471065139634175261800887735447877719963996775022628409563641582867096517624
CO_1006117808563516723646341
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 6.659527769470214, 3.50441, 6.70003 ], [ 7.543127769470215, 4.01218, 6.76291 ], [ 6.700837769470215, 2.54979, 6.87756 ], [ 11.227617769470214, 6.345377769470215, 0.223597 ], [ 10.634357769470215, 7.164017769470215, 0.0585579 ], [ 11.879180769470215, 6.521017769470215, 0.972235 ], [ 6.965297769470215, 9.648937769470216, 8.378047769470214 ], [ 7.578557769470215, 10.072667769470215, 9.080547769470215 ], [ 7.163757769470215, 8.665527769470215, 8.417347769470215 ], [ 5.89206, 10.709277769470216, 0.690843 ], [ 5.19536, 10.546047769470215, 1.43871 ], [ 5.4862, 11.169377769470215, 12.313449769470214 ], [ 2.89669, 8.136527769470215, 12.318109769470215 ], [ 2.65842, 8.564877769470215, 0.764289 ], [ 3.67937, 8.548787769470215, 11.748821769470215 ], [ 11.032907769470215, 1.84441, 8.980997769470214 ], [ 11.334027769470215, 2.82309, 8.870217769470216 ], [ 11.584020769470214, 1.35571, 9.674997769470215 ], [ 10.671487769470215, 8.325787769470214, 5.2256 ], [ 10.261997769470215, 8.989617769470215, 5.865497769470215 ], [ 11.644993769470215, 8.172497769470215, 5.45735 ], [ 9.413747769470215, 10.270727769470215, 3.16536 ], [ 8.842317769470215, 9.663977769470215, 2.60383 ], [ 9.872737769470215, 9.820497769470215, 3.96531 ], [ 7.744997769470215, 3.35363, 11.270647769470214 ], [ 8.672067769470214, 3.72188, 11.551261769470216 ], [ 7.164447769470215, 3.38383, 12.122859769470216 ], [ 9.439137769470214, 8.513277769470214, 11.808129769470215 ], [ 8.854897769470215, 8.399457769470214, 0.234332 ], [ 8.981427769470216, 8.084067769470215, 11.019227769470215 ], [ 10.204527769470214, 6.286047769470215, 7.240857769470215 ], [ 10.148247769470215, 6.848257769470215, 6.3938777694702145 ], [ 9.953027769470214, 5.25715, 7.1803577694702145 ], [ 6.099997769470215, 0.813696, 8.995417769470215 ], [ 6.478347769470215, 0.417126, 8.146597769470215 ], [ 6.897437769470215, 1.07395, 9.573297769470216 ], [ 2.83583, 5.3464, 0.828558 ], [ 3.00742, 4.93667, 12.373164269470214 ], [ 3.12514, 6.294077769470215, 0.808579 ], [ 2.07619, 4.31269, 9.294597769470215 ], [ 2.34656, 5.29837, 9.175727769470214 ], [ 2.84583, 3.69383, 9.443667769470215 ], [ 12.098759769470215, 0.550983, 11.080297769470215 ], [ 12.020138769470215, 12.061449769470215, 11.266617769470216 ], [ 12.077070769470215, 1.07015, 11.920282769470214 ], [ 9.139547769470216, 6.32185, 4.25118 ], [ 9.724067769470215, 7.1653677694702145, 4.29845 ], [ 9.775287769470214, 5.58063, 3.96631 ], [ 4.5008, 2.83475, 9.138297769470215 ], [ 4.1067, 2.96364, 8.207407769470215 ], [ 5.14324, 2.06723, 9.135487769470215 ], [ 4.55031, 2.57822, 3.83678 ], [ 4.47258, 1.58435, 4.12801 ], [ 5.48862, 2.8239, 3.56532 ], [ 1.28368, 12.221683769470214, 4.50264 ], [ 1.32048, 0.781471, 4.48217 ], [ 0.687286, 11.858290769470216, 3.73247 ], [ 1.77651, 9.477557769470215, 2.23982 ], [ 0.973312, 10.110967769470214, 2.23085 ], [ 1.46753, 8.517557769470216, 2.37089 ], [ 2.07985, 0.0849019, 9.750427769470214 ], [ 2.25291, 0.587179, 8.870867769470214 ], [ 1.17202, 0.402115, 10.153237769470215 ], [ 1.01964, 6.765347769470215, 11.053997769470215 ], [ 1.69753, 7.285297769470215, 11.612847769470214 ], [ 0.197798, 6.353497769470215, 11.534421769470216 ], [ 0.419417, 7.1293777694702145, 2.35067 ], [ 0.731203, 6.26557, 2.68705 ], [ 12.078700769470215, 7.452087769470215, 2.91188 ], [ 5.06262, 7.158887769470215, 7.132847769470215 ], [ 4.61743, 7.0387477694702145, 8.024617769470215 ], [ 6.08563, 7.121737769470215, 7.230897769470215 ], [ 10.346747769470214, 4.18379, 3.04049 ], [ 11.364467769470215, 4.1255, 2.98717 ], [ 9.900227769470215, 3.29057, 2.9189 ], [ 6.089787769470215, 3.09423, 1.02114 ], [ 6.168037769470215, 2.11962, 1.30568 ], [ 5.34698, 3.28193, 0.402224 ], [ 0.584793, 9.320057769470214, 9.830647769470215 ], [ 1.22366, 9.812647769470214, 9.185977769470215 ], [ 0.826321, 8.439627769470214, 10.184927769470214 ], [ 6.278187769470215, 0.638687, 1.83065 ], [ 5.52836, 0.492261, 2.43044 ], [ 6.5914, 12.180906769470214, 1.4548 ], [ 7.234517769470215, 0.472121, 6.248407769470215 ], [ 7.810137769470215, 0.945794, 5.55253 ], [ 7.114707769470215, 11.937596769470215, 5.982987769470215 ], [ 7.881837769470215, 8.654627769470215, 1.64764 ], [ 7.432817769470215, 7.786277769470215, 1.89133 ], [ 7.317977769470215, 9.219907769470215, 1.00729 ], [ 6.899817769470215, 6.118777769470215, 2.79263 ], [ 7.6826577694702145, 6.161537769470215, 3.45718 ], [ 6.921647769470215, 5.24461, 2.26585 ], [ 3.785, 3.64139, 6.492617769470215 ], [ 4.66315, 3.57799, 6.091597769470215 ], [ 3.31844, 4.52439, 6.385367769470215 ], [ 6.832747769470215, 7.428267769470215, 11.394767769470215 ], [ 6.686517769470215, 6.403657769470215, 11.308727769470215 ], [ 6.0068877694702145, 7.894727769470215, 10.962947769470215 ], [ 3.10143, 7.186197769470215, 9.163277769470215 ], [ 2.9989, 8.144317769470215, 8.745337769470215 ], [ 2.31654, 7.052157769470215, 9.829737769470215 ], [ 4.40927, 10.040277769470215, 2.67028 ], [ 3.41692, 9.982547769470216, 2.54605 ], [ 4.77852, 9.254907769470215, 3.21386 ], [ 2.68168, 6.07654, 6.22807 ], [ 2.72274, 5.71627, 5.25956 ], [ 3.57301, 6.496027769470214, 6.48741 ], [ 8.936817769470215, 10.747427769470216, 10.024247769470215 ], [ 8.712047769470214, 11.711488769470215, 10.094367769470214 ], [ 9.169537769470214, 10.312307769470214, 10.923777769470215 ], [ 11.290977769470215, 1.93316, 0.708774 ], [ 10.597927769470214, 1.92768, 1.48863 ], [ 11.002597769470215, 2.64674, 0.0363955 ], [ 3.94342, 3.23985, 11.623292769470215 ], [ 3.55207, 2.44898, 12.143602769470215 ], [ 4.09513, 2.95541, 10.664167769470215 ], [ 7.597297769470215, 6.958877769470215, 7.976767769470215 ], [ 8.579037769470215, 6.886477769470215, 7.791577769470215 ], [ 7.2979677694702145, 6.18715, 8.551677769470215 ], [ 6.378737769470215, 5.20237, 9.594367769470214 ], [ 7.090447769470215, 4.66532, 10.067207769470215 ], [ 5.61506, 4.61266, 9.283397769470215 ], [ 5.22059, 7.9726577694702145, 4.17166 ], [ 4.87968, 7.493247769470215, 5.01487 ], [ 5.64497, 7.269027769470215, 3.53402 ], [ 4.75857, 9.060857769470214, 10.741647769470214 ], [ 5.28403, 9.868807769470216, 11.058887769470214 ], [ 4.10853, 9.368147769470214, 10.037837769470215 ], [ 0.635151, 4.01933, 2.28725 ], [ 0.164816, 3.34745, 1.67875 ], [ 1.58719, 4.22171, 1.89244 ], [ 3.19019, 5.04889, 3.64414 ], [ 3.06501, 5.44457, 2.73789 ], [ 3.6819, 4.17411, 3.56592 ], [ 9.575257769470214, 3.56657, 7.162137769470215 ], [ 9.686457769470215, 3.00109, 8.039797769470216 ], [ 9.754447769470215, 2.94899, 6.3713 ], [ 11.087597769470214, 0.258311, 6.595527769470215 ], [ 11.089567769470214, 11.768891769470216, 6.988467769470215 ], [ 11.070197769470216, 0.946666, 7.337577769470215 ], [ 2.59072, 10.131797769470214, 5.66306 ], [ 3.5849, 10.227307769470215, 5.47716 ], [ 2.11222, 11.007707769470215, 5.54028 ], [ 0.736864, 8.022447769470215, 5.79081 ], [ 1.23052, 8.867097769470215, 5.91134 ], [ 1.30504, 7.2297677694702145, 5.96314 ], [ 5.47755, 10.370747769470215, 5.87665 ], [ 5.45653, 9.487647769470215, 5.29364 ], [ 6.003477769470215, 10.122207769470215, 6.776577769470215 ], [ 8.563067769470216, 0.994395, 10.155337769470215 ], [ 8.218117769470215, 1.87247, 10.591247769470215 ], [ 9.387787769470215, 1.18202, 9.581397769470215 ], [ 11.769468769470215, 10.205537769470215, 12.073877769470215 ], [ 12.369133469470215, 10.017367769470216, 11.261657769470215 ], [ 10.877097769470215, 9.719747769470215, 11.982844769470216 ], [ 9.793457769470216, 0.254025, 4.26564 ], [ 10.526687769470215, 0.210632, 4.99174 ], [ 9.558227769470214, 11.782380769470215, 3.89769 ], [ 4.60885, 12.334685769470214, 4.24004 ], [ 4.64384, 11.574326769470215, 3.56007 ], [ 4.84334, 11.914587769470215, 5.13811 ], [ 10.417687769470215, 4.06623, 11.555813769470214 ], [ 10.696707769470216, 4.93876, 12.035484769470214 ], [ 10.886817769470214, 4.02017, 10.652987769470215 ], [ 10.768177769470215, 10.212487769470215, 7.640197769470215 ], [ 10.000777769470215, 10.424587769470214, 8.278087769470215 ], [ 11.395687769470214, 9.427707769470215, 7.917037769470215 ], [ 4.57724, 11.918939769470215, 11.026837769470214 ], [ 5.21699, 12.398548669470214, 10.368707769470214 ], [ 3.64263, 12.172793769470214, 10.742167769470214 ], [ 1.64761, 2.58978, 4.84284 ], [ 1.44236, 3.18185, 4.03427 ], [ 2.58444, 2.86503, 5.26366 ], [ 8.963577769470215, 1.90163, 2.31632 ], [ 9.108947769470214, 1.19831, 3.04584 ], [ 7.990557769470215, 1.74987, 2.01145 ], [ 2.84099, 1.70681, 1.55195 ], [ 2.15327, 0.994256, 1.91778 ], [ 3.50636, 1.88541, 2.31195 ], [ 11.966176769470215, 4.33302, 9.316537769470216 ], [ 0.521749, 4.26357, 9.421707769470215 ], [ 11.797763769470215, 4.95946, 8.563497769470215 ], [ 3.02632, 10.019367769470215, 8.196907769470215 ], [ 2.6417, 10.003697769470214, 7.273117769470215 ], [ 3.23792, 10.964857769470214, 8.584377769470215 ], [ 12.119750769470215, 11.137527769470214, 2.21108 ], [ 12.239378769470214, 10.784987769470215, 1.25808 ], [ 11.218637769470215, 11.073887769470215, 2.59441 ], [ 3.04056, 1.13365, 7.246617769470215 ], [ 2.31629, 0.938419, 6.564237769470215 ], [ 3.67129, 1.77406, 6.770387769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3630254977426031344672527116604458133188096659592408870506384330173755670634970378921394880826005073295497475783372524220957638583027231488239240634115216
1
DLPOLY
NPT-PME-SHAKE
null
[[-0.5673636153911533, 4.3564498979207755, -1.067452078270568], [-0.13007295585702316, -0.6604447774811669, 0.11982990843224697], [0.7151443245859156, -3.9135761032275074, 0.801287221623797], [-0.9811053696967805, 0.3807559413230925, -0.9205386522073223], [0.24593894673667374, -0.39694334733128306, -0.07328369004688533], [0.7594711654377264, 0.2141174613582001, 0.9034228196068432], [0.6231819577355584, 1.350082305169181, 0.6479428911403559], [-0.3953601219746996, 0.4095553786297967, -0.47609941146166695], [-0.23506538447528502, -1.6140182441679547, -0.5457899474946792], [0.13240247834827662, -0.11771460487447812, -0.30865479182602995], [0.5801560415810224, -0.1614326129679643, -0.6567588241722216], [-0.2654185595121012, 0.06410263081665114, 0.38394320683141575], [0.9404601457382574, -0.4352807308768406, -1.420479676954379], [0.4955308900232952, 0.947675941392475, 0.044262228258512816], [-1.606572618483885, -0.5591677897983219, 1.8267064229254153], [-1.0659516784530443, 0.9638420989639436, -1.5351908803444154], [0.2838405205086442, -0.6473921663518428, 0.5196760524047159], [0.48831075795341994, -0.40739194085822866, 0.9590590324936298], [-1.5420510899147113, 0.07325810519450558, -1.0262734751861622], [-0.17442798341060828, 0.5157732783128914, 0.6518109739069197], [1.474867002131782, -0.21466254880635824, 0.27563949121702375], [1.8425646949851953, 1.4932924322608512, 1.8645112946282218], [-0.976465404943167, -1.3875446000350382, -0.753083625174107], [-0.6454147608119851, -0.295069235212389, -0.9294586592149701], [0.9698523710653533, 0.9339034852639924, 1.8108091231247172], [-0.7527974217407066, -0.6154631378650611, -0.9254518111473635], [0.05554428087484584, -0.37105191036455376, -0.9710578946181613], [-0.6664854044921797, 0.16122663322422912, 3.1767757188476233], [1.4792381091146254, 0.4022545892286904, -2.3729343484015106], [-0.5972632013501863, -0.38473416904735885, -0.5448229268030382], [-0.677560610081646, -2.9742824533011394, 1.0036764131944986], [-0.08867796563130406, -0.7401177423579346, -0.409414878762491], [0.7362713416696588, 3.497457993141525, -0.5893752612690434], [0.4836924752780943, -0.09674413239597372, 0.5923587152414603], [-0.19677917063448697, -0.3808522097506908, -0.9478754165127239], [0.08706655357294632, -0.08149512673608401, 0.30413711399396026], [-0.8441006534111112, -1.2883144005425722, 1.5824448017650945], [0.26811364184328884, -1.0726817955536128, -1.217700207974495], [0.5464837739998925, 2.329743648451986, -0.18307262802399946], [-1.1213840798039245, 1.925845557689072, -0.31128135878982777], [0.17866162601710628, -1.0982016016984872, 0.06653189086802899], [1.5498523016827028, -0.7291466107442502, 0.1825995250757572], [1.267209065537117, 3.619662522787864, -4.443308303542158], [-0.6611732953116408, -5.730703383965322, 1.2960418932443847], [-0.4491138968245295, 1.7140853718823341, 2.862424611413793], [1.3103997654866413, 0.9805719905708978, -0.1234972151538647], [-1.0191660899233843, -0.1934952030569996, 0.46354115171730736], [-0.5291294385382463, -0.9789848624402225, -0.31721010627687496], [-1.5723279440359539, 2.1227925476095075, -0.1334596964855953], [-0.05300487586576539, 0.13399220832834643, -0.16910633411562273], [1.3410365421074633, -1.8208219068780755, -0.15375065263055646], [-1.0189362598935323, -1.4409649045208, 0.343980968338962], [0.31186807582829873, 1.190367780084751, -0.35536969678047153], [0.7568042698083132, 0.1289615325239847, -0.1932757804247259], [-1.2629637146083437, -1.9228447580540247, -1.613658321668375], [0.021149219531909947, 1.5639716710637923, 0.21370506822916394], [1.1197752695949614, 0.6064780846225497, 1.4731454451157215], [0.417903846053775, 0.2356911292546742, -0.28770383321798465], [0.22218145991504093, 0.022435834057514748, 0.20962189924598404], [-0.3430338951593459, -0.34534347013857447, 0.08546164613807494], [-1.7462745853085708, 1.2239056187804958, -0.033746853930440426], [0.27366382024342906, -0.38256596121856745, 0.504251421910694], [1.858167118521178, -0.8505705855722246, -0.497850872400102], [-1.2164253017711657, -0.6506835058359483, -1.1643319404766241], [-0.1305976621515907, -0.09103437389963452, 1.0196734505553213], [1.5187255100925736, 0.9678793019411531, -0.10532026164197511], [-1.4744853975539147, 2.9302114609731262, -0.8103980309203781], [1.2948623881855221, -3.314300805012203, 1.0396556539054627], [0.1102173758440833, 0.15156119636504295, -0.04240385732845573], [0.9242072598536373, 0.01700399644067003, -1.8127084731827383], [-0.7228197802998372, -0.07619949593504396, 1.3977785409869334], [-0.5553387347726764, 0.004068130293679414, 0.162884444930123], [0.9530053962356443, 1.398437676166886, 0.5876623770842981], [-0.1479095007397925, -0.09649305392939968, -0.15711224204831462], [-0.6695729324403786, -1.1297186706977986, -0.36581612209958836], [3.0243463720679324, 0.9210763677488626, 1.9365478315319864], [-0.381165732602734, -0.675804361740325, -0.14103237914843203], [-2.7761082577496086, 0.257769555933691, -2.0056442786199096], [-1.3187300199648575, 4.7297285577254975, -1.855873154638317], [-0.18377946377618545, -1.3844440628398664, 1.0135807865564177], [1.515147967175068, -3.319847080638251, 0.8067901330932694], [3.5370581409265704, 0.3276942584122127, -2.1647863968375387], [-3.1447773077103207, -0.5496190025203248, 2.643452966368495], [-0.2351152532553472, 0.2901543417060847, -0.10820874811149099], [0.2937266809248013, -0.08039497808375526, -0.48384424982610974], [-0.13563310801317577, -0.19835719229228138, 0.36975575572450226], [-0.19024072310598375, 0.29235854178483395, 0.2731187327952709], [0.6104459049492379, 1.145325430649439, -0.6980718561420124], [-0.6404148735587922, -0.960325265865644, 0.2820855730920205], [-0.19931727471887015, -0.2538993049592984, 0.39836395710070716], [-0.027730901124519307, -0.3213830390641668, -0.1924410204106412], [-0.07309462232421472, 0.04932282533091188, -0.16724037445816486], [-0.07434567824142733, 0.4367160844595005, 0.23945557168702178], [-3.7351109168396897, -2.1634594536463188, 2.2422868174698576], [4.414948145141567, 0.44265263749473127, -1.9647909067098226], [-0.39977069034002705, 1.5985979500895904, -0.06822916395640688], [-2.1333864110609824, -1.6842248136642193, -1.138612659211501], [0.5177203289431461, 2.140116528161551, 0.11019395919953236], [1.6054885145694895, -0.3806679120852435, 0.9711316136843402], [-2.403753254479951, 2.8356385718969044, 0.0047897445504264426], [0.7344977476657074, -2.71487806866454, 0.837431246129749], [1.4976331843340913, -0.2506764808425829, -0.9285610211738503], [1.826398537413727, 0.7505641676770515, 0.4730422384230711], [-2.089601622166369, -0.46957744231266246, -0.10096086298140718], [-0.2149153618391953, -0.2043397113334825, 0.031490053129764634], [-0.06300898678780878, -0.521597084541025, -1.8044085736141249], [-0.1061862438487944, 0.4720491992374847, 0.9207988371467773], [0.16993719135561555, 0.2553667480178244, 0.40585251329978683], [0.6533590742966767, -3.3381554275445655, -0.09550131566851051], [-0.4663554854790785, 2.761230015628442, 0.5776582661622548], [-0.23924612281076058, 0.46314220147680973, -0.6643952521452249], [-1.549253876321956, 0.9284222558728077, 2.073426791763586], [1.3299439908553667, -0.40006773481257146, -1.695243645850137], [0.056676085361474934, -0.04075350425749289, -0.08015213880693063], [-0.4966106575220333, -0.7490377493655823, 1.802734717170298], [0.024169489673259752, 0.7027118208956259, 0.09737161174162594], [0.4286542541104884, 0.16297854514989255, -1.1396620718006358], [-0.7020310036373855, 1.2479467071861345, -0.48702717891877545], [1.6847495199587865, -0.17757752210271063, -0.41855821117650427], [-0.8179390577489146, -0.8848022507731829, 0.911740064838087], [-0.0816334583955609, 0.5271520329983885, -0.24641335060961328], [0.38389940903327413, -0.7915432956412084, 0.49796795562285673], [-0.28821076020835606, -0.29550894776006786, -0.049676243207004867], [0.27858478473165393, -1.8588435993637613, -0.11598914508432594], [0.3886395449885779, 0.6206841823167908, -0.6206017904192968], [-0.42167912952526654, 1.2465156900191323, 1.0198685892599126], [0.5553907717605674, 0.2142167652767587, 0.46111275894906095], [0.20005142988969893, 0.012343303620213247, 0.16612721655886337], [-0.5560845982657807, -0.028532097281414297, -0.9463056340446788], [2.474861798432993, 0.09184138085351068, -1.3747825287547721], [0.05932303347886344, 0.14037974859196584, 0.22044862821827088], [-2.5687712159136047, -0.34631309267960997, 1.0176266623649424], [-0.38242459406813034, 0.3918948922227252, 1.8642814645983699], [-0.21064529334117357, 0.7046415258632504, -1.8231288800079095], [0.6705963265355681, -1.1349483879808433, 0.14532109423378137], [0.3664596461831736, -2.3304027836319388, 2.2945276168967568], [-0.3227186550867023, 1.8948271764903828, -2.373792958701712], [-0.027821228662666758, 0.5481749761063497, -0.02863296230960967], [0.03797047941676944, 0.6188758969875787, -0.48288590196578396], [-0.012146820626768175, -0.980797484185092, 0.2442395054404671], [0.13705198321633683, 0.34456248167864384, 0.44253989068763405], [0.2460798802455452, -1.3431440401170485, 0.21489975074282802], [0.20237401411590025, 0.01829546775181132, 0.04841391260908253], [-0.7628188783253804, 1.303084232272299, -0.7843535184809362], [-3.4018443643074834, -0.4482336044460402, -0.7650304503107475], [1.9521112273270507, 2.5080180325508703, 0.13307635734146497], [1.8496026975974522, -2.1321895603394894, 0.6337064385365118], [2.70569354030178, -4.842215179883194, 2.143008917405158], [-0.0385568061778312, 3.0924671256329, 1.6455700044925266], [-2.4641421789274482, 1.4078650438064708, -3.513585122972075], [-0.5163630308423227, 1.5365395056139237, 0.18089097730666956], [0.6473054380386912, -1.174310032904722, -0.34675714164294646], [0.03599242341456307, -0.045805558591046514, 0.33756263952417376], [0.21043107440768896, 0.16090400389930495, -0.2985526779101252], [-0.33319456803229064, -0.19393014554745514, 0.24203790721111235], [0.1429759606461606, -0.15027024542378056, 0.030771075413737418], [0.38215183352326837, 0.8866495638433132, 0.6084251352528044], [-0.7605292508581767, 0.0552537410257878, -0.3417581216728851], [-0.05859234744056075, -0.7810274876715703, -0.32069051348365085], [0.2021957874323736, -0.08557916300239543, -0.38538376411286474], [-0.33771137858122885, 0.05426243640646438, -0.1628926841198724], [0.11494970625120335, 0.1618918393861023, 0.3065113015664868], [-0.04379823178315147, 0.5434699651178725, 0.6063046279962464], [-0.26951213589285933, -0.6959383396384817, -0.24030290730651346], [0.28118706776776936, 0.08264340960221192, -0.2688391241828024], [1.2930541028563103, -1.4478641418320142, -0.23275580949605645], [0.3284609367004734, -0.49174086273856793, 0.4488753939633625], [-1.7039294864122752, 1.802275057110594, 0.003310827336070479], [1.8900180915261235, 0.9163496746820973, -1.2454749502613123], [-0.6101553651001799, -0.830904940565087, 0.9767169170513067], [-1.2342523065394881, -0.04176414929064913, 0.052309314794289116], [3.7662767361707368, 1.2078218531065215, 0.8421709484434869], [-0.14547026693240223, -0.28471300733894983, 0.4412996758095655], [-3.766771087555701, -0.9713874622081375, -1.4169801895187097], [-2.0042739712721134, -0.9284656200293836, 0.09940148791094043], [0.980892885329559, 0.28512973688364357, 0.12680546665903458], [1.3044415303731225, 0.6497858677948286, -0.1722857940757624], [-1.8035065991573476, -2.901695191608862, 2.7489015859139343], [2.18986388858534, 2.6002622664189707, -1.8787997842199566], [-0.34161718816401365, 0.41926461328712444, -0.9250875522321265], [-2.039169108068682, -1.0191790991703569, 0.7948563172036016], [2.03438170518271, -0.2600752281388277, 0.42393146381781505], [-0.7036745051716093, 1.4460558565028023, -1.4508259137261432], [1.0392133395083891, 1.216585749150496, 4.4888840321033525], [-0.2977794949983782, 0.5127074324429804, -2.1061537207313625], [-0.6858344911563139, -1.9415867465260974, -1.4272921859524415], [4.174754081868059, 0.4841781538317436, -0.46016742033570796], [-1.1048319812389313, 0.09892101305608025, -0.2025275232301787], [-3.375422583705831, -0.4433161090903414, 0.5371734895830622], [-0.20346071987969047, -0.24720518010868792, -0.9753249276252226], [-0.5142642056640526, -0.3683824128857458, 0.3298546606928205], [0.2038679093099375, 0.18037364291871996, 0.733266205618954]]
null
[]
null
null
null
-26.410747
null
5.946454
1.803756
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
2002491367664143837720492885258471001128885307153497320814676988331228664211701600381289781580377491150511072938653233951098985532603603606082082686315375
PO_2002491367664143837720492
null
null
null
[ "water_90k_train_7988" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:37
5361092938809239790557769127747965597277798157692557624933983909591312061206725631599252972631779677794542661554942737588828851305102419178950208322957815
CO_5361092938809239790557769
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 36.304, 345.024, 45.869999999999976 ], [ 35.010999999999996, 344.553, 46.14599999999999 ], [ 33.903999999999996, 345.166, 45.584 ], [ 34.06999999999999, 346.28099999999995, 44.865999999999985 ], [ 35.36699999999999, 346.76, 44.553 ], [ 36.51299999999998, 346.092, 45.01599999999999 ], [ 37.167, 344.47299999999996, 46.40799999999999 ], [ 34.90799999999999, 343.575, 46.746999999999986 ], [ 32.971000000000004, 344.695, 45.803 ], [ 33.228999999999985, 346.635, 44.202 ], [ 35.333, 347.703, 44.09699999999998 ], [ 37.54599999999999, 346.501, 44.88499999999999 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7327441844631110254521940538542279439126888885326579120563420919338713123576388446524388814524565514824214589148347100001189117896778585417446627321093498
1
i-PI
DFT-PBE-vdW-TS
null
[[1.0260798975912078, -1.9123280828012548, 1.3956320152364299], [0.9628736906192922, -1.8053358727383424, 0.9061679441747194], [0.05434822111556894, -2.0416254273537633, 1.6676647360944157], [-0.09784722981094962, 1.744115397224347, -3.1621462135285756], [-0.6020950091324914, -1.0584822892111712, 1.071633076790983], [0.2825633420235103, 1.4165383954915152, 0.2861944830385438], [-1.0985965624365797, 0.9205114195169928, -1.0680113024337698], [0.04742413787720312, 1.5699517617122247, -0.7089623304244657], [-1.0037997408558001, -0.06464992116396334, -0.1362161824624943], [0.5645128557378584, 0.23284699564450412, 1.0966920086797696], [0.7030550915590802, 1.2910439140140813, -1.189721654151771], [-0.838521941395944, -0.29258504144746084, -0.15892970323305805]]
null
[]
null
null
null
-6,353.787616
null
3.612573
1.894692
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:14:40
2854399502664324334163385269185627851719111246867687544247504195403580408162952123953645682662047621628396231017207721067310952025642177452770347703190187
PO_2854399502664324334163385
null
null
null
[ "benzene_10k_train_6793" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:45
2749511949129852483814261513477126638817005477129436550809820455653697440226878462756036085203157065861702624702568072646926488727916610425040017538494134
CO_2749511949129852483814261
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.189215, 2.91440678, 4.65817326 ], [ 4.23138683, 3.74852217, 3.9111328700000003 ], [ 3.86266928, 4.26006752, 2.57052565 ], [ 4.43567133, 3.8552472300000002, 1.5510620900000003 ], [ 2.4596586, 3.3713263, 5.51433367 ], [ 2.97171766, 1.83395624, 4.24021513 ], [ 4.53331559, 4.72640785, 4.29741719 ], [ 5.1708689, 3.22728619, 3.72821974 ], [ 2.9672437400000002, 4.89294545, 2.38856985 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7434222478281879259943672810820614624728850952663044479272666853528539705882146736645368249481150885976402240972370400794423382601154846602308604232198945
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.8687318859496813, -0.19639654492738545, -0.7134112634738708], [0.7946902555993158, 0.3008329735777583, 0.06746750895645927], [-0.5731294548367499, -1.813494722139481, -3.061544126965699], [-0.17269472024540378, 0.6932351097298957, 0.8065538269180821], [0.1901325977654994, -0.14088841484696155, 0.1339548613766321], [0.7534758492142988, 1.2818467848187414, 0.46826440477760944], [-0.2697639402364473, 0.05504471384552629, 1.502645855585211], [0.09247442600175843, -0.5655565714064291, 0.09974341681578708], [0.05354687268741004, 0.3853766713483346, 0.6963255160097812]]
null
[]
null
null
null
-7,263.677056
null
3.604205
1.268114
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
4274639497283305614294434765442557101672307321032239085987747387396313362139960993125531926480512085683850577016433629650649552153156399950535388299147655
PO_4274639497283305614294434
null
null
null
[ "malonaldehyde_10k_train_5031" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:37
9815167970577568870358309291074949638821164772321005635843871943380449618362400724515916672802735158226118696860896434981544106093178415980419302941155769
CO_9815167970577568870358309
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 3.66978, 4.72506, 5.09364 ], [ 4.22884, 5.23329, 4.40959 ], [ 3.011, 4.17707, 4.52382 ], [ 6.7773477694702144, 1.53987, 0.879124 ], [ 6.742337769470215, 2.28892, 1.57481 ], [ 6.9769277694702145, 1.95446, 12.433306319470216 ], [ 2.17952, 7.4610677694702146, 0.226126 ], [ 1.51661, 8.130757769470215, 0.618403 ], [ 2.95872, 7.8921877694702145, 12.164391769470214 ], [ 7.205717769470215, 3.40005, 2.88015 ], [ 6.766207769470215, 2.65601, 3.44665 ], [ 7.209647769470215, 4.27046, 3.3905 ], [ 9.178437769470214, 12.269213769470214, 1.01751 ], [ 9.452387769470215, 11.723531769470215, 1.84367 ], [ 8.428967769470216, 0.515924, 1.33202 ], [ 9.780237769470215, 2.10922, 9.085367769470215 ], [ 9.253747769470214, 1.26965, 9.104227769470215 ], [ 10.775757769470214, 2.0263, 9.268597769470215 ], [ 7.524397769470215, 5.7146, 11.819611769470216 ], [ 6.680317769470215, 5.92913, 12.377456369470215 ], [ 8.387017769470216, 5.69345, 12.384512569470214 ], [ 4.19808, 0.701757, 3.06163 ], [ 4.57575, 1.36939, 3.71447 ], [ 3.19615, 0.738842, 2.91627 ], [ 11.300287769470215, 11.748806769470216, 9.059517769470215 ], [ 12.195698769470216, 11.651553769470215, 8.468177769470214 ], [ 11.524169769470214, 11.724125769470215, 10.052757769470215 ], [ 1.86508, 0.581841, 5.70788 ], [ 1.96201, 1.26535, 6.4992177694702145 ], [ 2.79098, 0.203126, 5.59748 ], [ 11.184397769470214, 9.640167769470215, 0.733632 ], [ 11.013977769470214, 8.645297769470215, 0.569616 ], [ 10.707797769470215, 9.967777769470215, 1.59913 ], [ 9.903257769470216, 10.167707769470216, 2.9445 ], [ 9.028917769470215, 10.620397769470214, 3.21056 ], [ 10.346427769470214, 9.896657769470215, 3.82433 ], [ 5.2411, 11.572467769470215, 0.993352 ], [ 5.8756477694702145, 12.336409769470215, 0.705981 ], [ 4.62625, 11.988035769470216, 1.6782 ], [ 12.397109769470214, 2.1742, 10.234087769470214 ], [ 0.763066, 2.81796, 10.245707769470215 ], [ 0.153911, 1.25519, 10.625427769470214 ], [ 9.182777769470215, 4.55082, 1.37095 ], [ 8.369957769470215, 4.33426, 1.98768 ], [ 9.742847769470215, 3.71505, 1.14256 ], [ 3.77294, 8.659617769470215, 4.53711 ], [ 2.77484, 8.587127769470214, 4.29669 ], [ 4.14701, 7.725067769470215, 4.37107 ], [ 11.903434769470215, 4.96631, 11.553573769470216 ], [ 11.531994769470215, 4.69819, 10.631377769470214 ], [ 0.459986, 4.65191, 11.657214769470215 ], [ 2.28124, 3.11381, 3.32349 ], [ 1.38856, 2.63852, 3.54247 ], [ 2.21669, 3.93242, 2.74607 ], [ 1.35197, 9.856337769470215, 1.33447 ], [ 0.4376, 9.803397769470216, 0.861769 ], [ 1.60106, 10.818647769470214, 1.38306 ], [ 4.22068, 11.558721769470214, 5.83594 ], [ 4.25763, 10.676767769470215, 5.29186 ], [ 5.15452, 12.010952769470215, 5.82525 ], [ 0.770833, 8.003557769470214, 9.886897769470215 ], [ 0.392147, 7.380357769470215, 10.567457769470215 ], [ 1.72795, 7.705347769470215, 9.703767769470215 ], [ 12.239777769470216, 11.957017769470214, 11.776809769470216 ], [ 11.705161769470214, 11.207247769470214, 12.152759769470215 ], [ 0.669491, 11.560950769470216, 11.481072769470215 ], [ 11.259717769470214, 4.89324, 4.78465 ], [ 10.301727769470215, 4.88326, 5.11478 ], [ 11.519979769470215, 3.98096, 4.37812 ], [ 2.43023, 2.25349, 7.831057769470215 ], [ 2.51047, 3.25414, 7.959737769470215 ], [ 3.25888, 1.82475, 8.261027769470214 ], [ 11.992592769470216, 6.470127769470215, 2.80375 ], [ 11.216017769470215, 6.628737769470215, 2.14721 ], [ 11.722591769470215, 5.73582, 3.47437 ], [ 5.42072, 2.21229, 4.75738 ], [ 4.75135, 2.9434, 4.9325 ], [ 5.877797769470215, 1.85726, 5.61084 ], [ 6.916387769470215, 6.03867, 3.53626 ], [ 7.518707769470215, 6.610847769470215, 2.92831 ], [ 5.9453, 6.304687769470215, 3.37479 ], [ 7.4441077694702145, 3.26116, 7.474617769470215 ], [ 7.847167769470214, 3.6246, 6.630247769470214 ], [ 8.140097769470215, 2.59276, 7.832837769470215 ], [ 7.743547769470215, 11.430277769470216, 4.0123 ], [ 6.951127769470215, 10.795487769470215, 3.91308 ], [ 7.574767769470215, 12.304239769470215, 4.47125 ], [ 8.550127769470215, 11.161617769470215, 9.104717769470215 ], [ 8.580727769470215, 10.666527769470214, 10.011837769470215 ], [ 9.484427769470216, 11.322227769470215, 8.919607769470215 ], [ 7.849537769470214, 7.9566577694702145, 1.79734 ], [ 8.739597769470215, 8.391247769470215, 1.58522 ], [ 7.117207769470215, 8.561707769470214, 2.14979 ], [ 4.36338, 6.391147769470215, 2.87979 ], [ 3.39172, 6.205027769470215, 2.70971 ], [ 4.74364, 6.627907769470215, 1.95533 ], [ 3.99228, 10.691777769470214, 8.564277769470214 ], [ 3.77949, 11.132237769470215, 7.666437769470215 ], [ 4.86278, 10.213587769470214, 8.522677769470215 ], [ 7.319817769470215, 6.415347769470215, 9.050247769470214 ], [ 6.340347769470215, 6.25055, 8.893957769470216 ], [ 7.665147769470215, 6.19932, 10.043697769470215 ], [ 3.38595, 7.538237769470215, 8.975797769470216 ], [ 3.84669, 8.338027769470216, 8.623497769470214 ], [ 3.02841, 6.894617769470215, 8.268537769470214 ], [ 2.72214, 4.87751, 7.635847769470215 ], [ 3.1467, 4.96621, 6.722157769470215 ], [ 1.66701, 5.15754, 7.633487769470215 ], [ 6.607877769470215, 0.441233, 7.072757769470215 ], [ 7.3324077694702146, 12.246835769470215, 7.4423477694702145 ], [ 5.71893, 0.268617, 7.506767769470215 ], [ 0.650034, 10.917077769470215, 7.1716777694702145 ], [ 0.969491, 9.961257769470215, 7.163327769470214 ], [ 1.42125, 11.514950769470214, 6.852037769470215 ], [ 11.879732769470214, 2.57836, 3.38129 ], [ 11.212337769470215, 2.61836, 2.60485 ], [ 11.964981769470215, 1.6483, 3.82775 ], [ 10.851997769470215, 5.00482, 8.832827769470214 ], [ 10.319247769470214, 5.72701, 8.463957769470214 ], [ 10.398007769470215, 4.07611, 8.873687769470216 ], [ 6.423947769470215, 9.470147769470215, 8.291417769470215 ], [ 6.961877769470215, 10.237887769470214, 8.740687769470215 ], [ 7.022847769470215, 8.736017769470216, 8.084797769470214 ], [ 10.983117769470216, 8.892477769470215, 8.584967769470214 ], [ 11.873509769470214, 8.550787769470215, 8.987547769470215 ], [ 10.886357769470216, 9.887877769470215, 8.679857769470214 ], [ 1.31597, 8.263907769470215, 6.432977769470215 ], [ 1.28117, 8.426667769470214, 5.4303 ], [ 0.803387, 7.418407769470215, 6.749857769470215 ], [ 5.88986, 9.479607769470215, 11.873753769470214 ], [ 5.45302, 10.271527769470215, 12.395259369470216 ], [ 6.23647, 9.730127769470215, 10.937237769470215 ], [ 10.527687769470216, 6.845637769470215, 0.485746 ], [ 11.189897769470214, 6.405947769470215, 12.237747769470214 ], [ 9.882867769470215, 6.15493, 0.821267 ], [ 6.02379, 9.672987769470215, 2.89185 ], [ 5.65198, 10.245837769470215, 2.15586 ], [ 5.29102, 9.247917769470215, 3.47598 ], [ 8.296347769470215, 5.18619, 5.66366 ], [ 8.548067769470215, 5.8582, 6.40866 ], [ 7.917567769470215, 5.72238, 4.89893 ], [ 2.06357, 10.740687769470215, 10.648287769470215 ], [ 2.6587, 10.915647769470215, 9.834117769470215 ], [ 1.70405, 9.781457769470215, 10.639507769470216 ], [ 1.42792, 0.560108, 1.88402 ], [ 0.931817, 0.202162, 2.69199 ], [ 0.934416, 0.379965, 0.988628 ], [ 10.871217769470215, 9.998547769470214, 5.55015 ], [ 11.595560769470215, 10.363017769470215, 6.21667 ], [ 10.394787769470215, 9.164547769470214, 5.85807 ], [ 7.541497769470215, 2.85888, 11.201767769470216 ], [ 7.871967769470215, 3.00678, 10.285017769470215 ], [ 7.477637769470215, 3.77694, 11.670515769470216 ], [ 1.1258, 8.522197769470214, 3.60281 ], [ 1.31687, 9.018247769470214, 2.69065 ], [ 0.604629, 7.689207769470215, 3.37474 ], [ 0.083181, 5.89294, 7.008297769470214 ], [ 11.927998769470214, 5.53108, 7.753987769470215 ], [ 12.048807769470216, 5.68491, 6.12872 ], [ 1.94935, 5.46135, 2.12637 ], [ 1.03381, 5.6573, 2.59564 ], [ 2.01144, 6.033957769470215, 1.26909 ], [ 2.1562, 3.80907, 11.268087769470215 ], [ 2.79596, 4.51897, 10.847587769470215 ], [ 2.64006, 3.21163, 11.935632769470216 ], [ 4.20886, 5.66908, 10.688457769470215 ], [ 3.91396, 6.480507769470215, 10.089617769470214 ], [ 4.88424, 5.07444, 10.186247769470215 ], [ 3.39746, 2.15439, 0.538088 ], [ 4.20238, 1.57889, 0.806287 ], [ 2.66919, 2.02943, 1.22721 ], [ 5.25625, 6.996957769470215, 0.397724 ], [ 4.84921, 6.454307769470215, 12.049969769470215 ], [ 5.7646, 7.7648177694702145, 0.0286324 ], [ 9.262177769470215, 7.061087769470215, 7.610697769470215 ], [ 8.477617769470214, 6.934497769470215, 8.258647769470215 ], [ 10.111027769470216, 7.504957769470215, 7.967147769470214 ], [ 4.43064, 1.64016, 9.342307769470215 ], [ 4.9421, 2.54015, 9.191517769470215 ], [ 4.03261, 1.4732, 10.265597769470215 ], [ 10.650547769470215, 2.48334, 0.511084 ], [ 10.320117769470215, 1.5253, 0.421246 ], [ 11.140937769470215, 2.76043, 12.085286769470216 ], [ 8.622477769470215, 10.460857769470215, 11.651760769470215 ], [ 8.884147769470214, 11.294687769470215, 12.214752769470214 ], [ 8.209367769470216, 9.814687769470215, 12.325684769470215 ], [ 12.408395069470215, 12.286113769470214, 3.92371 ], [ 0.613994, 12.293203769470216, 4.68944 ], [ 11.753549769470215, 11.548711769470215, 4.17691 ], [ 5.22137, 4.26448, 8.716997769470215 ], [ 4.49252, 4.73473, 8.242067769470214 ], [ 5.84419, 3.98369, 7.977167769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8337003685383623141531118778568785633759943039849096575943631959107396679486682455286568845713145991727305064254395656797019389893126322696628838403819188
1
DLPOLY
NPT-PME-SHAKE
null
[[-0.248912860594644, -0.3970795107829312, -1.404695123960778], [0.21591880842235991, 0.3083473399559073, 0.4541441389873255], [0.14712244129794125, -0.07542631302329696, 0.8710081125664121], [-0.6736621724054791, -0.765160542780475, 2.3793782620686783], [0.09289556349986904, -0.3102679384506507, 0.009215230185615935], [0.6278175860735143, 0.6651584613009595, -2.1765294104382726], [0.03925345135322187, -0.27384117964382415, -0.44902283209572025], [0.6924518614497851, 0.24980399401227724, -0.1242972838426887], [-0.6006195870691554, -0.10746722103404434, 0.6336674107955935], [-0.4255688943701183, -2.1641446073202166, 0.2739591301497104], [0.34970893978106304, 1.1275547992846648, -0.5803555167012713], [-0.2582465616560251, 1.094784506160312, 0.46617335602146004], [-2.942531217856319, 2.7745037839563027, 3.0348968713628315], [0.14714325609309764, 0.24674161727489233, -1.059503428370219], [2.8129721272547195, -2.630387345992198, -1.9344793612633193], [0.04690917637590132, 3.1677863291894544, -0.669330093163554], [-0.4687882146629824, -2.2982656071935934, 0.34061721071337503], [0.4483420148374798, -0.7420864750664772, 0.34803941975289365], [-0.06194309581917493, -0.02566984612662681, 0.6885057232013848], [1.329588404771445, -0.04073837016684793, -0.48820668397763795], [-1.2952223106851017, -0.05381188281964154, -0.4082496838752986], [-0.004621491622912232, -2.266592427230609, -1.9585161132533004], [0.17958658347686868, 1.1082924409336823, 1.0058055932823717], [-0.528019316129905, 0.597237182856241, 0.32350181175446174], [4.1793636917120685, -0.8062437447204139, -2.5109364402884236], [-4.413517127974565, 0.3843798838881344, 2.450248303160553], [-0.041334583955608975, 0.25039548110797155, 0.039466152541226304], [0.1412374916090357, 2.17753979528649, 2.832251831268332], [-0.9483350765724277, -1.2620443944889361, -1.8806557701214022], [1.0005368482584087, -0.9559541588828004, -0.7310156058926686], [-0.08634410672439302, 0.24894104729641828, 0.6457530012332766], [-0.2294098311746656, 0.14426300881333118, 0.04280922546412657], [0.5482183402629256, -0.6693777937357873, -1.0997323564256138], [-0.15165052652758915, 0.18004624353657245, 0.5973455932476804], [-0.4492873534508328, 0.11404903271912342, -0.004743301538733731], [0.36151830054135814, -0.0705131540832557, -0.14953348840355724], [1.2090707408159052, 1.3249050758612555, -0.7634519950113874], [-0.39915318475038725, -1.1460539484799128, 0.1513682258682805], [-0.7220088705718691, 0.05343678286526063, 0.871342016572046], [0.5344588933814155, 0.8696768329595342, -0.06826342164010178], [-0.828411501561977, -1.1575324407255343, 0.22339088624194076], [0.16539609687899492, 0.2732141339397377, 0.02647459814436101], [-1.2000076320915574, -0.10704485414899578, 1.084342417256853], [1.69633208618019, -0.11359587728290602, -1.3127978033452845], [-0.4318566970736133, 0.486584864521702, -0.0032793926589686612], [-0.7770596673448821, -0.9511103825932806, -0.6540182094766294], [0.6797635092356981, 0.8167248613647914, 0.2599316927805618], [0.36063063625625097, 0.46111275894906095, 0.12155666914709642], [2.833791258826774, -0.9542889752702888, -0.9462102329002121], [0.3456123279093446, 0.3738575712950098, 0.8761554379519628], [-2.8457901209513055, 0.7589507955588165, -0.24415841446767028], [-0.19994692227235117, -2.4081243614627943, 2.0986907493846627], [0.9511754288281443, 1.125204461998255, -0.8391961673023852], [-0.7423466600059322, 1.3430312933099513, -1.209612792773103], [-1.5516735962588877, -1.2954131129740354, -0.943291825162659], [0.45360208703012767, -0.2986519818286838, 0.6952228310549805], [1.020488696698947, 1.753568436444625, 0.34722330632613657], [2.1613779741306787, -0.7487342002695516, -0.8622051887815192], [-0.43959112804047784, 1.3236128239952958, 0.9361150572493595], [-1.8245035237713632, -0.7006780419522197, 0.018267324414193608], [0.8806219460792731, 0.5545668527856267, -0.555499182152007], [-0.9538770157828185, -0.8788006515030884, 1.118669483602278], [0.15321163616431893, 0.41767488330705466, -0.48878342726009644], [0.25504368505133446, 1.4439353492462441, -0.401406819967633], [-1.8230985250983067, -1.3611141466020715, 1.108431206234725], [1.7960566370576205, -0.19468554915500605, -0.8225573404242401], [0.41400757658543696, -0.9333961246320551, -0.3138537205579059], [-0.5449963834293415, -0.027899110687876944, 0.10849928796054903], [-0.13850685066945587, 0.6414859682262152, 0.27996680040172556], [0.31588576493504916, -1.1858102072286314, -0.2771520329983886], [-0.2925814335496338, 0.9061070608988868, -0.2418310601842456], [-0.48743913840624586, -0.03728558592781082, 0.11100573621063185], [-0.9733648677479952, -0.477781940736809, -0.0845080683349725], [0.94662652880334, 0.01312728420694763, 0.24638386298314172], [0.1405276203658894, 0.6411737462988693, -0.05823285858254714], [1.6557388992095583, -1.0881888179451287, 0.9202567851895793], [-0.6555012636315226, 0.8708173102774784, 0.48068733922738943], [-0.6091276345893327, 0.6373403548575661, -0.7317744786327455], [1.0159658151680881, 0.7419347005184619, -0.40867985630853076], [-0.46411355858410824, -0.3049011904328263, 0.28228418092913776], [-0.33482852945206787, -0.27360831412301195, -0.02719812909682869], [1.3015187862199118, -1.7009980694277493, 0.9912048817632907], [-0.08300029661083097, 1.2761247361291073, -1.2032772894973747], [-1.2550714381115429, 0.7140385385932321, 0.1747579846421503], [1.3181359310197687, -0.9674066326344767, -0.7418349629583374], [-0.26939331810384154, 0.290274026778234, -0.0830041993849228], [-0.7810535061655158, 0.81979504365036, 0.645063511143721], [-4.008717062754873, -1.729414601231889, 1.897962405010815], [-0.7575154419761566, 0.7214668186146713, -0.4491269060715023], [4.584241812413597, 1.376499749355175, -1.6284498354763899], [0.5343548194056335, -1.6337055712533803, -0.28038873364520833], [-0.06659997259385304, 0.5404084556636191, 0.19754671620587913], [-0.22402964026830272, 1.0708778466400584, 0.2398892132527801], [1.3689196947857203, 0.6896331912723563, -0.26481839958509173], [-1.7116439698671149, -0.6869836413055733, 0.0816022362028263], [0.36947388870675946, 0.05027206671835674, 0.20784613703420393], [-2.478773245356132, 1.3164100375880508, -0.33435499286225984], [0.1867303946311705, -0.24281109012285934, 0.3026939548631167], [2.2238613873407886, -1.1665435124619912, -0.12763979303155348], [2.289740214010785, -0.37908251852083125, 4.714030733045048], [-0.7735124793369793, -0.47286878179676783, 0.32383224662756954], [-2.1945342082485566, 0.7420821386508196, -4.185504056283206], [-1.3739802918581194, -2.6390818593856515, 1.5538201220093908], [1.0510474178379325, 2.1541188143198853, -1.378724330587515], [0.21986147753823418, 0.4876299406951794, -0.25492660182857974], [-6.521058501716353, 2.2878712188623673, 1.483531160615632], [0.09384740673670845, -0.08467241848839488, -1.3591887780501046], [6.226312329470454, -1.6105577844732037, -0.4255992492797213], [1.737415288120129, -1.25896987578771, -0.40511922541208956], [-0.994734724108563, 1.0393867961346925, -0.4132161807279281], [-0.8618929668541732, 0.06267811827313521, 0.8368024658593995], [0.7794533687878676, 1.2945241477642309, -0.1983814762199638], [0.1263228235963456, -1.3871673318728286, -0.04348210708171368], [-1.0023798249128815, -0.0661576581967796, 0.11569643702743909], [-0.29228005266143176, -0.5252743650186552, 0.7469606062656002], [0.5980350833372361, -0.4596080227158798, 0.2887085807258466], [-0.2781398684851859, 0.9397489735704138, -1.0619274847228077], [2.5352073587239143, -4.604796422630539, 2.194590581652105], [-3.1571274195031163, 2.8321651029551806, -1.6755649915960265], [0.15291285712551148, 1.4140747910281293, -0.2726655773590535], [-1.5352515901636217, 4.666590345751093, 1.9958439792337725], [-0.7311543711937112, -1.299645454655836, -0.9766041702442096], [2.4543375431256536, -3.295879711298791, -0.9748479219028885], [1.1354210572875199, -1.763108550891307, 0.2525680253524205], [-0.9208899018755865, 0.5426764010525348, -0.35816755216274393], [0.09336823280654555, 1.166764669660528, 0.1497190869937018], [-0.4752147826675201, -0.7384742408237107, 1.2356009318089964], [-0.3581003377200514, -0.26379370456520496, -0.33612034767646176], [0.6759778183666283, 1.1015016140139078, -0.8537838695744936], [-0.3601701089134156, 1.0869832943923208, -0.34229453628972806], [0.9836855370130422, -1.2035634929307752, -1.128768995668788], [-0.5774154268854301, -0.009149013118524648, 1.411780827145268], [2.7433900016131467, 0.4569107721768633, -2.3011363143589127], [-1.8833877119856794, 0.7504297387916664, 2.0139701966824686], [-0.9091382154435372, -1.2804047783831414, 0.5856416073878646], [-0.09261803289778374, -1.5470379679209314, 1.9492708750713341], [-0.6843210820918175, 0.9437731673006506, -1.1808146563910962], [0.3654865545096121, 0.4770664321533079, -0.681936053480147], [1.3892704934667561, 0.8840563872800787, 1.9717031532680094], [-0.17611137996888185, -1.074156176877191, -0.6113392065747], [-0.8481465292196361, 0.09030802427698942, -1.197332063630829], [-0.5856155888939191, -0.667500125756054, -0.16459863003956546], [0.10186760749540774, -0.12807256731418024, 0.3012928589641517], [0.32250226794538894, 0.6986442630088133, -0.1699246157502086], [0.29765937628466316, -0.2870702828904118, -2.9225533509218353], [-0.9021349041565411, -0.1850218468620829, 0.6944682947305612], [0.6505360677035904, 0.4937442867723711, 1.8403227680902252], [2.079593174828668, 1.741157614832623, 0.6703708329213738], [-1.928152530818906, -1.2421879471928645, -1.417821454156281], [-0.008990994131962332, -0.43910544948682856, 0.7317441237231425], [-0.95435835792081, 1.5710920655735432, 2.7560479989176305], [0.9408027225752064, -0.028473685762506657, -2.572288049011904], [0.06719015876485006, -1.1968984220650705, -0.5245458471881813], [1.4918961064191094, 1.9109152785800145, -2.3587802876951605], [-0.4578691200371891, -0.8621271332996827, 2.7270113596744565], [-0.9202784672678673, -1.0347641770437095, 0.049275558400244224], [-0.19691013038734598, -0.10888132617998207, -0.19495353964264467], [0.293002499509985, -0.0014418365240679743, 0.4618542860265077], [0.43516798406974344, -0.01906088847953125, -0.29446994256851106], [-2.1517944955274206, 1.273197655560239, 0.2753437476691766], [1.9910956040887196, -0.3710670878193553, -1.272447455651477], [0.13845611460626214, -0.5813702379651456, 0.6554839179688923], [0.47454697465625234, 1.993138055863441, -1.6611073817936455], [-1.0931149861321428, -1.5532173602329868, 1.23290368126998], [0.4227671362137541, -0.25770884611448486, 0.3833760036634039], [-0.053693498672189525, 1.8486009855805505, -1.3404554624093472], [0.5647270746713431, -1.9434644145058309, 1.3871976867824316], [-0.7128893884439725, 0.21543746628436825, 0.2587816753481708], [1.3482133100207627, -0.6879506619972142, -0.1780584305991365], [-0.5887117896734332, 0.7413232659107427, -0.3533268113641843], [-0.6979461000879424, -0.020150022636089733, 0.48329786145325426], [-1.8984394107331493, -3.4155777926950477, -0.7357206168811458], [0.3393570483232815, 0.7276028467701509, 1.4863064666364851], [1.243723038335649, 2.516148811908838, -0.6597032504037204], [0.9431747419399041, -0.6652625352767414, -2.043813409237953], [0.13297618613977483, 0.08218071405154784, 0.5986682000232432], [-0.5856459438035222, 0.7395279898285033, 0.6500373799029684], [1.2664545292126979, 1.0017640538895045, -0.7728533441570268], [-1.2502146525750504, -1.787227694778782, 1.0838047017153125], [0.4593001372041914, 0.6486106991516236, -0.0750121853279978], [0.7719340240376193, 0.026823592876483268, -1.3872106960294044], [-0.0945017718594377, -0.0799934259938631, 0.1256194569766857], [-0.6832152960991339, -0.22928580968685874, 1.4849665141982922], [-0.057090213056774086, 0.5875062661206252, 1.868687262906474], [-0.07918685268155272, -0.8296430436087304, -1.1473548731771877], [-0.0034654205542633035, -0.09198404892864515, -0.9905934471555714], [-1.6196078839505785, -1.1739674560677729, -0.026710369063663787], [1.6682798132912875, 0.9567477229481381, 1.042127410830285], [-0.35482070655822157, 0.16785354363214705, -0.6612730328717652], [1.153005222779018, -0.6249512153238522, 0.6784799302010536], [-2.6998176970857553, 1.15323505280887, -0.5699567919543879], [1.8010868792204164, -0.8897414282071697, -0.1795241390913995]]
null
[]
null
null
null
-26.14072
null
7.068198
1.805786
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
5767147818589901823058259360154489236548957206866300902313865176986285705850077828158687478179802146644946967903349486993893771547041470107668595851579584
PO_5767147818589901823058259
null
null
null
[ "water_90k_train_29149" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
3198831308401695095837286809145230399197166793865480750061724528482701260031648454658504092181713393327400223652041141069208454511269046383372157778524642
CO_3198831308401695095837286
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 4.28670985, 3.2365308, 4.63788364 ], [ 3.7503808100000002, 4.50111187, 4.02248422 ], [ 2.4717132299999998, 4.52419231, 2.97288937 ], [ 2.4673832100000004, 3.52543228, 2.20803056 ], [ 5.15399574, 2.43438203, 4.32250653 ], [ 3.88864642, 3.28263694, 5.792081850000001 ], [ 3.43409034, 5.19054955, 4.89543629 ], [ 4.39924468, 5.11180072, 3.37602075 ], [ 1.6249409, 5.24962539, 3.20119006 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3337766983969302966378512323102018203108781655966753982053277891808144287079245219758967245046999523309433514543079805387601625101013294020576647857835777
1
i-PI
DFT-PBE-vdW-TS
null
[[0.39026323008152447, 0.052684428791715976, 2.678255689703776], [-2.1803936777842527, 2.6028541441896156, -0.547420661612656], [1.4818656077053471, -4.7476464991397815, 0.4934358786898234], [-0.9428341271410409, 3.396024279383912, 1.1791342440462225], [-1.1739284649168629, 0.9233604135944619, -0.4421454689661727], [0.4701594708027837, -0.7132655943953486, -1.8443183610514384], [0.5176920776938402, -0.8976507658096499, -1.0527974673727984], [0.7785857622142763, -0.3222245532270002, 0.19697626746705654], [0.6585901213443847, -0.2941358533879179, -0.6611201209038146]]
null
[]
null
null
null
-7,263.015086
null
4.997955
2.419106
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
681970674861500586853693310575890977736266146058457728915511375455531820733989923051156555404730280725367560035518998215495259700089534007062070129436322
PO_6819706748615005868536933
null
null
null
[ "malonaldehyde_10k_train_6181" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:39
12983685087749575086532687136944177229934158537063092284252682437738865205536114449183846772614726688719244049576124220772119905571390334663924504482522806
CO_1298368508774957508653268
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.03536063, 3.3837709, 2.9300458099999998 ], [ 3.74346676, 4.66920676, 3.5200892799999997 ], [ 3.4074354899999997, 2.231109, 3.65336449 ], [ 1.9135197899999998, 3.32266461, 2.6775070999999997 ], [ 3.40609202, 3.18504493, 1.90789608 ], [ 4.78166773, 4.42372533, 3.66345837 ], [ 3.66276804, 5.4621246800000005, 2.84121093 ], [ 3.2749396099999997, 5.11219503, 4.45231796 ], [ 2.72554134, 1.74763863, 4.23613207 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5189707540874479438277772787262811962371812917559286641226625170156901602604805623167879247643307158702736820613868348073246677189311401366417310808515727
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.0307324014809724, -0.009365590957229063, -0.4993373189047775], [-2.1637840486684605, -1.2578807269523842, 1.0122825374926496], [-0.2751949712734145, -1.9768054270675597, 1.6550277991996711], [0.9523719791509471, 0.9715478377872657, 0.967105870533275], [0.5276401102577045, 0.34463445936821896, 0.016612977529778167], [0.5994345809916689, -0.13890997596107982, 0.27793995103753083], [0.020475949052102902, 1.3657299318922556, -1.560108498941047], [0.4442277251705512, -0.9276311615392888, -0.5103392377990609], [0.9227671973962426, 1.6309879764203061, -1.3599699743544378]]
null
[]
null
null
null
-4,214.832025
null
2.699804
1.661099
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
7710436293221379408460647779139860275467940398941706864993751079104185772439820707691794301755272313479399822859264948559282444328289357043752728813951991
PO_7710436293221379408460647
null
null
null
[ "ethanol_10k_test_6341" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
5515435839655892837487812815836785338175430573248684441599323836315323102557122662518812774987071143391622173643133840746749851110225017167123204116159945
CO_5515435839655892837487812
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C4H4N2O2
C2H2NO
A2B2CD
[ 6, 6, 7, 6, 7, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.3333333333333333, 0.3333333333333333, 0.16666666666666666, 0.16666666666666666 ]
4
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 5.39189322, 4.09096568, 3.41115711 ], [ 5.15578395, 2.77553358, 3.7814557 ], [ 3.9601227199999998, 2.19253654, 4.08075483 ], [ 2.7706419899999997, 3.03406363, 3.8724090799999997 ], [ 2.98209618, 4.36494787, 4.02015684 ], [ 4.2390348499999995, 4.9668014, 3.68178772 ], [ 1.6382883099999996, 2.53184275, 3.66563872 ], [ 4.35940108, 6.19064047, 3.62108183 ], [ 6.07821234, 2.05432341, 3.76572614 ], [ 3.9427065399999996, 1.16734794, 4.3562974599999995 ], [ 2.20409206, 4.9557803499999995, 4.29357289 ], [ 6.34873325, 4.5445690999999995, 3.08316462 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8251461127422386334598983136680816779986780299757219799882501139241079862072212299349212891069859204561803474480372123613130446683426493259717830101594898
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.9330744718704542, -1.2439709621646273, 1.0127490472735579], [3.7033846567828776, -0.8511645825459242, -0.8503230845764143], [-0.5711227601513069, 0.603169705470477, -0.09611024188164866], [-2.622574931289983, -3.2852286395827135, 0.3899051120177348], [1.9216665670390831, 0.08017375776918743, -0.22537607908034296], [1.0744638531044184, 1.4331206701803638, -0.48961486055336095], [2.2179375062712845, 0.7683834497662034, 0.6289436835377168], [-0.6319273427002978, -4.5752042732626985E-4, 0.23603443267537633], [-1.7335304936908718, 1.0473556761948404, 0.11876566302716837], [-0.5503838933434234, 1.7680793914277464, -0.7084941285979414], [-0.20271386358531093, 0.1794730258318596, -0.40219685241350445], [-0.6721248265610161, -0.4989339719242357, 0.3857173085680584]]
null
[]
null
null
null
-11,279.209054
null
4.221688
1.981649
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:17:22
8769151627544611797479919689152235548483987556972139128655925798352988797024139249551017761827623477537678418134119622134482892085042888372208984070915325
PO_8769151627544611797479919
null
null
null
[ "uracil_10k_test_5132" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
7225209626060367364155825202921986882908082642380010129114659465224040790137049339851893910591602206076200247793800362030463388858092880675684230395494828
CO_7225209626060367364155825
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C9H8O4
C9H8O4
A9B8C4
[ 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 6, 6, 8, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.42857142857142855, 0.38095238095238093, 0.19047619047619047 ]
3
21
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 7.6603257, 4.37041045, 5.26460516 ], [ 6.22032211, 6.49620563, 4.04890374 ], [ 8.18887036, 5.21673315, 4.28365072 ], [ 7.5752359, 6.29221217, 3.75981084 ], [ 2.34766648, 7.10914056, 6.04179493 ], [ 6.40663739, 4.8135123, 5.84168899 ], [ 5.68223497, 5.82623811, 5.20318556 ], [ 6.40556287, 3.0423932700000003, 7.40159166 ], [ 3.46977142, 7.06442311, 3.8423105900000003 ], [ 5.25286845, 4.81953856, 7.907499420000001 ], [ 6.03679629, 4.13847762, 7.06047872 ], [ 3.51882582, 6.861689950000001, 5.05817415 ], [ 4.56857789, 6.29457564, 5.78939758 ], [ 5.34700481, 4.38992427, 8.71294578 ], [ 8.14979192, 3.50714607, 5.67867313 ], [ 5.6189571, 7.33348239, 3.56117626 ], [ 9.15277743, 4.9155133200000005, 3.9016739400000002 ], [ 8.19177674, 7.01339669, 3.11719195 ], [ 2.42222729, 6.66045725, 7.10251105 ], [ 2.10201608, 8.09735368, 6.1170896 ], [ 1.6516631400000001, 6.46442389, 5.50356105 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
11498013950284414318549911063229415439876940298874774598657361490858058885752721002403713525764419674479581275407596218609906950068536416739947841983751180
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.9805037066391469, 2.1075911098858913, -0.11331296030813597], [-0.3319717729903096, 1.378306277743935, 0.5649153969021284], [1.9472602282216722, -3.053581732211232, 1.0559182665140987], [-0.9923607979201212, 2.336006516995957, -1.6207844151265618], [1.5487007716644772, -4.0356954789042705, 0.32888016740508924], [1.412137772831184, -0.6344567368787118, -1.3425860825711293], [1.7275804570491697, 0.740824011841094, -1.8456509921838837], [1.1133349715170908, -1.6915417107722603, -0.05218394153949396], [0.20022732891102046, -0.396715508466327, 2.066830479795195], [-0.9728395164952397, 3.092054293091675, -2.3956160915071103], [-0.6847899766286591, -0.2249725570116399, 0.725684096212755], [-0.3748254608200038, 0.47580220465530204, 0.0026760185756963726], [-1.6560042683271787, 0.272783259174139, -0.04686702459286493], [0.045377122452900445, -1.8080453308033115, 3.0258579311892806], [0.28147943545211784, -0.2788235467254459, 0.11563988592333917], [0.9104443840071098, -1.2026657804095848, 0.7307126695898593], [0.6014828443258284, 0.15204433754200594, -0.10618289036743424], [-1.1787030084019148, -1.050014864906665, 0.5110078387254259], [0.500495497234359, 0.5884536043321471, -1.570257009690052], [-1.0205610347113814, 2.81317515688935, -0.19100414270561217], [-1.095961270732975, 0.4194724749379526, 0.1563227997594075]]
null
[]
null
null
null
-17,637.772673
null
4.335144
2.168385
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
8790734911806231112584285913020975523617039210382802921623694937718662377861005623796868021318424541587116364091363935820234266616699230352305292342372092
PO_8790734911806231112584285
null
null
null
[ "aspirin_10k_test_7635" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:51
8326256000991010514272695702922212106142284189475623224191907643812740509091340840970135162521543600675602352122561647440563822488755497972415309801183837
CO_8326256000991010514272695
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 4.53172, 5.05182, 5.75059 ], [ 3.87308, 4.42205, 5.27847 ], [ 5.09395, 4.63225, 6.47607 ], [ 8.687197769470215, 4.65515, 9.281397769470214 ], [ 8.262897769470214, 4.41932, 10.202497769470215 ], [ 9.676247769470216, 4.43264, 9.231387769470215 ], [ 4.2424, 0.261242, 2.52027 ], [ 4.22379, 12.098857769470214, 1.63949 ], [ 3.98548, 12.195467769470214, 3.3761 ], [ 10.660807769470214, 6.670307769470215, 1.67337 ], [ 9.710037769470215, 6.35959, 1.45519 ], [ 10.884477769470214, 7.5548177694702146, 1.23512 ], [ 8.100567769470214, 5.61441, 0.76418 ], [ 7.6261877694702145, 6.52684, 0.748063 ], [ 8.134027769470215, 5.15666, 12.319463769470214 ], [ 8.721887769470214, 2.92106, 2.90987 ], [ 9.725737769470214, 3.01235, 2.88658 ], [ 8.209827769470214, 3.8357, 2.91869 ], [ 4.79862, 7.336557769470215, 4.25412 ], [ 5.01131, 6.472797769470215, 4.80546 ], [ 5.27068, 8.170107769470214, 4.71533 ], [ 7.190147769470215, 3.49238, 11.374377769470215 ], [ 7.846867769470215, 2.68017, 11.289207769470215 ], [ 6.372217769470215, 3.35153, 11.935185769470214 ], [ 11.512204769470214, 3.9744, 10.276717769470215 ], [ 11.421847769470215, 4.32792, 11.196107769470215 ], [ 11.611808769470215, 2.968, 10.367987769470215 ], [ 7.543667769470215, 9.391177769470215, 8.674917769470214 ], [ 7.034387769470215, 8.494997769470215, 8.946487769470215 ], [ 6.862127769470215, 9.978647769470214, 8.211167769470215 ], [ 1.31574, 5.3201, 4.05962 ], [ 0.305585, 5.59833, 4.126 ], [ 1.38911, 4.3287, 3.76264 ], [ 4.75207, 10.733147769470214, 10.487717769470216 ], [ 5.36861, 11.532527769470216, 10.323297769470216 ], [ 4.3901, 10.295827769470215, 9.631207769470215 ], [ 1.81211, 10.611027769470216, 3.86141 ], [ 0.840888, 10.332947769470215, 3.65084 ], [ 2.42996, 9.934277769470215, 3.44345 ], [ 2.52038, 9.371627769470216, 0.491951 ], [ 3.36538, 10.008227769470215, 0.52882 ], [ 2.36701, 8.848817769470216, 1.35505 ], [ 6.54885, 10.785497769470215, 3.16368 ], [ 6.23798, 11.712302769470215, 3.4825 ], [ 7.445377769470215, 10.838517769470215, 2.66906 ], [ 8.300927769470215, 1.14152, 4.99735 ], [ 7.313707769470215, 1.03747, 5.20116 ], [ 8.513777769470215, 1.88245, 4.27249 ], [ 1.47925, 1.11433, 3.14402 ], [ 1.81716, 0.162364, 3.06277 ], [ 1.92759, 1.73792, 2.46148 ], [ 8.542447769470215, 6.936437769470215, 4.85234 ], [ 8.100667769470215, 6.19822, 4.29642 ], [ 7.909327769470215, 7.721637769470215, 4.97297 ], [ 9.563617769470214, 10.100887769470216, 10.641707769470216 ], [ 9.974137769470214, 10.975857769470215, 10.309007769470215 ], [ 8.944857769470214, 9.762567769470214, 9.909057769470214 ], [ 0.78329, 8.289857769470215, 11.163617769470214 ], [ 0.569582, 8.777887769470215, 10.305137769470214 ], [ 1.37758, 8.858577769470216, 11.819603769470215 ], [ 11.065387769470215, 8.770017769470215, 0.17083 ], [ 10.387707769470214, 9.203907769470215, 11.969198769470214 ], [ 11.991130769470216, 8.570947769470216, 12.183533769470214 ], [ 4.57523, 3.26345, 9.373507769470216 ], [ 4.43313, 4.2437, 9.200377769470215 ], [ 3.98779, 2.95974, 10.146737769470215 ], [ 0.607623, 12.095764769470215, 0.342002 ], [ 0.836904, 11.358857769470214, 0.947137 ], [ 12.202845769470215, 0.207468, 0.671931 ], [ 3.66661, 9.296277769470215, 8.589797769470215 ], [ 3.98227, 8.327017769470215, 8.618027769470215 ], [ 3.13055, 9.455927769470215, 7.7715277694702145 ], [ 5.15155, 2.0938, 0.538804 ], [ 5.03047, 1.81608, 1.50676 ], [ 4.39879, 1.74587, 0.00130504 ], [ 0.0720193, 1.3563, 10.241597769470214 ], [ 0.571294, 0.985706, 11.056717769470215 ], [ 0.673889, 1.51782, 9.477147769470214 ], [ 5.69737, 7.242987769470215, 11.665660769470215 ], [ 4.65598, 7.175427769470215, 11.718832769470215 ], [ 6.043937769470215, 7.609357769470215, 0.0852361 ], [ 4.86637, 10.650087769470215, 0.640037 ], [ 5.05886, 10.368957769470214, 12.113892769470215 ], [ 5.66565, 10.644717769470216, 1.23139 ], [ 1.82538, 9.428687769470216, 6.665617769470215 ], [ 1.64738, 10.026227769470214, 5.86944 ], [ 0.962112, 9.493927769470215, 7.282337769470215 ], [ 11.386537769470214, 2.53489, 5.38243 ], [ 11.017257769470215, 1.78145, 5.88948 ], [ 11.640090769470214, 3.32075, 5.945857769470215 ], [ 1.92971, 2.07437, 8.254297769470215 ], [ 1.48838, 2.95683, 7.943647769470215 ], [ 2.93504, 2.13608, 8.536137769470216 ], [ 6.33177, 1.03864, 9.845107769470214 ], [ 7.232597769470215, 1.20587, 10.291567769470214 ], [ 5.90067, 1.86873, 9.602637769470215 ], [ 3.21783, 0.611211, 11.732421769470214 ], [ 2.28183, 0.268381, 12.039619769470216 ], [ 3.80655, 12.266510769470214, 11.559147769470215 ], [ 7.155687769470215, 8.015187769470215, 1.69153 ], [ 7.651227769470215, 8.813977769470215, 1.29919 ], [ 6.826967769470214, 8.158357769470214, 2.59126 ], [ 2.68676, 6.04235, 0.999787 ], [ 2.79388, 6.769607769470215, 1.68617 ], [ 2.87267, 6.27955, 0.0433162 ], [ 1.80113, 6.608457769470215, 6.547317769470215 ], [ 1.88039, 7.625547769470215, 6.4240477694702145 ], [ 2.0268, 6.12382, 5.7352 ], [ 11.064907769470215, 4.25409, 0.434747 ], [ 11.427007769470215, 3.58649, 1.07157 ], [ 11.063377769470215, 5.22491, 0.832729 ], [ 10.083497769470215, 0.394688, 7.105647769470215 ], [ 9.358917769470215, 0.777516, 6.561297769470215 ], [ 10.107577769470215, 11.850518769470215, 7.262187769470215 ], [ 8.245357769470214, 10.563737769470215, 0.792897 ], [ 8.212997769470215, 11.533110769470214, 0.956407 ], [ 8.846387769470216, 10.196247769470215, 0.0506197 ], [ 5.83313, 11.067257769470215, 7.115727769470215 ], [ 5.07222, 10.785127769470215, 7.686327769470215 ], [ 5.64575, 12.013694769470215, 6.802147769470215 ], [ 2.43576, 8.080797769470216, 3.05476 ], [ 1.808, 7.368557769470215, 3.42183 ], [ 3.34627, 7.9080477694702145, 3.51186 ], [ 2.00377, 3.7054, 10.996367769470215 ], [ 1.03205, 3.62308, 10.723517769470215 ], [ 2.27605, 4.65503, 10.867357769470214 ], [ 12.384966669470215, 9.262067769470214, 8.721187769470214 ], [ 11.430297769470215, 9.688007769470214, 8.646847769470215 ], [ 12.288161769470214, 8.430867769470215, 8.182867769470214 ], [ 9.686907769470215, 11.879277769470216, 3.3919 ], [ 9.256037769470215, 0.129536, 4.03363 ], [ 9.959457769470214, 12.302458769470215, 2.50999 ], [ 5.74091, 1.18514, 5.99556 ], [ 4.74178, 1.28037, 5.92502 ], [ 6.12842, 2.02471, 6.470677769470215 ], [ 7.441907769470215, 0.953208, 1.30358 ], [ 7.803487769470215, 1.77935, 1.86504 ], [ 6.574827769470215, 1.13691, 0.80952 ], [ 0.535433, 4.17501, 7.437827769470215 ], [ 1.0739, 4.9446, 7.006147769470215 ], [ 0.0642899, 4.57743, 8.211637769470215 ], [ 6.598377769470215, 3.43521, 7.329887769470215 ], [ 7.561897769470215, 3.65445, 7.5214577694702145 ], [ 6.0102, 3.38103, 8.152557769470214 ], [ 8.688527769470214, 1.49074, 11.239317769470215 ], [ 9.241787769470214, 0.8907, 10.621817769470216 ], [ 8.300907769470214, 1.00189, 12.039607769470216 ], [ 10.834607769470214, 5.66066, 4.35071 ], [ 10.893237769470215, 6.09846, 3.41843 ], [ 9.912507769470215, 5.69588, 4.68772 ], [ 2.73992, 6.374697769470215, 10.642697769470216 ], [ 1.89022, 6.9540077694702145, 10.607647769470216 ], [ 3.25594, 6.365997769470215, 9.785117769470215 ], [ 7.140917769470215, 5.09818, 3.22752 ], [ 6.34098, 4.49331, 3.43717 ], [ 7.231827769470215, 5.3663, 2.2381 ], [ 11.442237769470214, 9.936427769470214, 2.81674 ], [ 10.791277769470215, 10.579017769470214, 3.30641 ], [ 11.186787769470214, 9.650977769470215, 1.89369 ], [ 10.297767769470216, 12.394386569470214, 9.766137769470214 ], [ 10.110537769470215, 0.275591, 8.801457769470215 ], [ 11.152227769470215, 0.43524, 10.064837769470214 ], [ 9.915257769470214, 10.099477769470216, 7.506287769470215 ], [ 10.159987769470215, 9.988017769470215, 6.5212477694702145 ], [ 8.970677769470214, 9.723247769470214, 7.718707769470215 ], [ 11.716388769470214, 2.48908, 2.67711 ], [ 11.289617769470215, 2.54688, 3.60771 ], [ 0.225078, 2.13769, 2.88162 ], [ 10.749607769470215, 0.919571, 0.822574 ], [ 10.846277769470214, 1.47402, 1.63299 ], [ 10.289687769470214, 1.48694, 0.105587 ], [ 2.38985, 3.34254, 1.44205 ], [ 2.2354, 4.33998, 1.35286 ], [ 2.61037, 3.0722, 0.536805 ], [ 6.769937769470215, 6.650997769470215, 9.054067769470215 ], [ 7.623427769470215, 6.079467769470215, 9.087767769470215 ], [ 6.529987769470215, 6.830027769470215, 10.038397769470215 ], [ 4.64689, 3.77759, 3.11675 ], [ 4.13848, 4.15515, 2.33271 ], [ 4.16374, 2.88666, 3.40068 ], [ 6.771197769470215, 8.973967769470214, 5.27789 ], [ 6.2494977694702145, 9.532897769470214, 5.99898 ], [ 6.988727769470215, 9.672187769470215, 4.55705 ], [ 2.9238, 1.58873, 5.47957 ], [ 2.17755, 1.3993, 4.79442 ], [ 2.56551, 1.5575, 6.444957769470215 ], [ 10.830637769470215, 8.964187769470215, 5.27398 ], [ 10.228077769470215, 8.137047769470215, 5.10883 ], [ 11.220457769470215, 9.407147769470214, 4.4537 ], [ 4.08146, 6.1514777694702145, 8.347717769470215 ], [ 5.11292, 6.272057769470215, 8.380157769470216 ], [ 3.71521, 5.96587, 7.407147769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5918378467604468457518546969724715533531828190791802212731526790003410042044758385060121349809061619424369845761415064824870807772465751879114733052884432
1
DLPOLY
NPT-PME-SHAKE
null
[[-1.1834728791891942, 0.48157196802153635, -0.5336176287438444], [0.9818425603585695, 0.2745350061490374, 0.44440888583605226], [0.5000277530602085, -0.8318676248410704, 0.16751270136146107], [-1.1155862920697364, -0.12862372574425904, 1.5351041520312638], [0.8256838961133575, 0.0772809980000451, -1.799417359192247], [0.2553637125268641, -0.08859383916754696, 0.31492351430063154], [-0.26623510658042404, -2.777469892266089, -2.7077403284921586], [0.147700485505097, 2.272286140989015, 3.9061044590494927], [0.23832073170943238, 0.46976390818593855, -1.1282876535307962], [-0.5601391469056205, -1.7219819847947921, 0.996647083413557], [0.22452572621953015, 0.24938726446758358, -0.01768177820795021], [0.07924496065136433, 0.9190382523897986, -0.729211656979114], [-0.04560868532019226, 1.4504659912265638, 1.57093595460987], [0.3434250398516599, -0.673362959725106, -0.05811317351039785], [-0.22560852920922858, -0.7436605939501798, -1.4220841507476847], [-2.0250193837779893, 1.0181166773342492, 0.037611727749417616], [0.7008688442411534, 0.6359787203410852, -0.16017418514413378], [1.3637073231653059, -1.8143866660422228, 0.1143144213573675], [2.092160107404343, 1.8074310553274602, 3.1502758827641357], [-0.8016948446956097, 1.6102498989615153, -1.438874752173845], [-1.4685748630126294, -3.3527041020757555, -1.939717751377679], [2.288434952897853, 0.6932757804247258, -1.4703658026792112], [-1.4719572672255439, 1.262274224518788, 0.6122932180193681], [-1.0730590637158226, -0.9131016993545679, 0.9888458716455657], [0.45548842784117616, -1.0958642736590503, -2.637941382067707], [-0.5557680399227771, 1.4099768782317137, 2.7845425862036066], [0.10261477191320925, -0.44224501442291847, -0.5988893572217799], [-2.5496909870202407, -4.1430678926581015, 1.3728961879437238], [2.674983044614779, 3.2330103570951567, -1.0762723477180913], [0.10985311692884635, 0.8863893789038582, -0.43980361240769933], [-2.674271872446935, -1.190875140716688, -0.4074045164636356], [2.5502547210557265, -0.7965908834666348, 0.016174917131096783], [-0.04043195903648313, 2.068739126437739, 0.5240905235441352], [0.6269893306829161, 0.6719883159616522, -0.08688052134123601], [-0.2755163370123484, -0.33739915665388287, -0.4176636086263449], [-0.0948686326240692, 0.026128335354103027, 0.44400126276423946], [-1.930368439219931, 0.4429778686690499, -0.09997476206087287], [1.0422791853783002, 0.5540898470632926, 0.27794559706372624], [0.5865479182602994, -0.8153762360952832, -0.21752761863132314], [1.9670631885143959, 1.9275280869642142, 0.10831889306919358], [-2.444194666902568, -2.2413241331938742, 0.0557806155281841], [0.2792820803693932, 0.19256200640748777, 0.0671762822347458], [0.34655549831486887, 0.9809319130704771, 0.19343536052092494], [0.39291568446852027, -0.9734429232298317, -0.48618157786554683], [-0.5356860990125114, 0.024699703215712392, 0.2706920745932876], [1.9755885816972039, 2.0884741540953975, -2.406827773181177], [-0.8016948446956097, 0.23681599547625118, 0.1526466012041359], [-1.173074154442311, -2.096275365863389, 2.2777717067958574], [0.34253260550932935, 0.9640502469155076, -0.3866578030330626], [0.03240321553893841, -0.36509671074199546, 0.04780724805858671], [-0.10944549385703357, -0.42153516052543477, 0.3322284146237813], [0.032358333636882425, -0.5948044536723369, -0.43934395234799567], [-0.14963842966247076, 0.30042254034167487, 0.1674944884156992], [-0.4040836893530588, 0.34371037600192883, 0.3461556807912397], [-0.2832928312110915, -0.7411411364531243, 0.4660996369552811], [0.21833852835929113, 0.4167763779828035, 0.09219826786212973], [-0.32147670564237063, -0.30090171427183776, -0.056368199849786554], [1.6934700518461856, 0.6646467642533646, 2.5246525230133576], [-0.18401146201386614, 0.6982539855996309, -0.9659756154674742], [-1.1004131736838545, -1.344510011049187, -1.7893482020353402], [0.26919687847455304, 0.49469396180138175, -0.19155118791770526], [1.133604099126993, -0.3962998232476978, -0.016094866898057805], [-1.568919521329094, 0.2917397352704969, -0.007109553470606908], [0.07033015734250572, -0.9846091935481074, -0.03155592328360332], [-0.16516279771661696, 1.1286215575364302, -0.1694194233261002], [-0.07394412615153517, -0.036097754950885755, 0.1367176455691372], [-2.9963374633356055, 4.656269676486047, -0.9572290650861299], [0.48024502483031606, -2.409949992454637, 1.886800471108197], [2.7999281889567107, -2.2318707470603436, -1.2821306718148593], [2.417022686392154, -0.824721211837374, 1.7845607991493688], [-0.28105090431612123, 0.22861800167559101, 0.13382612360866103], [-2.0173786193893286, 0.3902778428240126, -2.185696593138403], [2.2811454381774565, 1.1919549082154262, 1.1280404778383142], [-0.1856723092107203, -0.01910047995448498, 0.4410221452074801], [-2.3033652320069105, -1.1425154333033254, -1.7889535882104999], [-1.9674708115862087, -0.6058970049244337, 3.2967296487676774], [-0.2475481905872027, 0.13993136321297178, -0.6477997894236556], [2.2450794691533407, 0.4598942261492802, -2.5239890514177477], [-3.356684931649416, -0.6849932265187428, -1.06231776213199], [2.6808892427404065, 0.08054024800828428, -0.5038047710979631], [0.8115948816418711, 0.6214864192134435, 1.421117130056044], [-2.096804408573614, 0.19365998685198774, -0.6762813674626591], [0.050202684067835415, 0.2817239160261781, 0.17685160612163126], [1.9658316464676426, -0.2225071247309254, 1.1008381424182976], [-3.8870762671440193, 0.31775259187563853, 2.120273090112452], [0.47915658450026277, 0.24773075368638695, -0.7928312110915106], [3.520935347511678, -0.4029583894899161, -1.6442950982891973], [0.6315642492016659, 1.2784577277528868, -3.3057927574920254], [-1.1263102479909386, -2.465456112871696, 2.1679910080084923], [0.46240067439936305, 1.0861637118330376, 1.2170801005354606], [2.2749096724618525, -0.030399574684352306, 0.30996395571305413], [0.5298883112783233, -0.6583936528751303, 0.29058104500679083], [-2.7052902536456243, 0.4191726812751837, -0.6830461758884883], [2.08231644386163, -4.341402535588963, 1.222604694083221], [-0.14331463470901784, -0.005357988458196085, -0.1627339713068049], [-2.2289219844131876, 4.005200229656573, -1.078262762504922], [-3.1672356044009415, 0.18936129801062596, 1.2160480336089559], [1.864350847248891, 0.9182143334148578, -0.6260526649008782], [1.0994678350705014, -1.3168089878285485, -0.5577280998000045], [1.2794290848601853, -0.9850818628547838, -4.746510486320343], [-0.02962760596898942, 0.3809319997987903, 0.38859401262417326], [-1.4218499843021755, 0.8400894689278473, 4.056400289325652], [-0.4535977506144701, -2.145662803787599, 1.0585407440942354], [0.1707910315985936, 1.1260197081418806, 0.2775696298262138], [0.12137627425574098, 0.8708303195244513, -1.3342196966937432], [-0.8053027425227184, 2.4613104995030466, 3.554143618617447], [-0.0890734467392756, -0.6475829686407766, 0.15904064609124166], [0.8209311845526467, -1.9033612425045054, -3.7979672617963516], [-0.7803033062567539, 3.8957707805374726, -0.7089952871834633], [0.9549524468658989, -1.463414528380106, 1.8274826413281227], [0.023050000607098192, -2.4149412068765144, -0.7337171928473425], [3.3670966656432726, 1.8963275763079064, 2.1396655409331617], [-2.809672114939299, 0.28531490183222236, -2.091327515598087], [-0.7288647437265074, -2.158528949043647, -0.27442052477567724], [-0.56980935382203, -4.440576361677881, 0.22791463505593107], [0.48037078088438595, 3.280290297009781, -0.23199043213249312], [-0.0655705075167429, 1.2525953447710634, -0.0950108670576379], [0.9045286055995267, -0.09076985254452198, -0.8243135887655613], [-1.583854136853809, -0.910200637279645, 1.278795968174178], [0.6328348189893377, 0.6292009026682833, -0.470258259570903], [1.1929566202323278, -0.8566068761675798, 0.6956521362050813], [-0.407316053584221, 0.08808691217717554, -0.29861815778655465], [-0.4168882575067691, 0.2783597247590254, -0.6053376073046055], [-0.4328813920935, -1.5856884406769665, 0.10113952330649958], [-0.29924607077377263, -0.3685142399217364, -0.013761528361025684], [0.9091338790278797, 2.0864490479833067, -0.05310374614275827], [-3.360886918421614, 1.998398128056089, -0.12173793132158338], [2.52606619451773, -0.2578285311866341, 0.5811620900135817], [0.5618867224156263, -1.8790773148220423, -0.7113716429638186], [-0.5603039307006087, 1.0089625038810919, 0.9006995505738813], [0.4941042092719505, -1.1594794913557889, -0.7804550808047693], [-0.00901605861446316, 0.04591613719031488, -0.11220518878151924], [1.3997039095389003, 1.214001245418577, 0.9923540319125501], [-1.3147535268068542, 0.09737551451571777, -0.4787923255850258], [-0.37080690287990037, -1.1970632058600588, -0.6985185069547434], [2.5003035490960306, 1.9267431957301917, 1.9921016525212787], [-1.4672565926527243, -2.7701066584795138, -1.98928298234385], [-0.5681962071974093, 0.7058036852594824, 0.029601283925947897], [1.976009214015989, 1.1808623569633296, -2.083929590486251], [-0.6524007264363509, -1.0872651614100637, 0.1721452942084567], [-1.4740777744821019, 0.31946721062664674, 1.9650857829745383], [-1.0865930169831384, -0.4268312249680406, -1.1970632058600588], [0.8287974425555018, 0.40005082279150683, 0.6266510902616247], [0.004683068725249908, 0.06135811334696702, 0.742992785938912], [0.2972231328695103, -0.049005833346342585, -0.41758902227703454], [0.16698842870845929, -0.35692993913406984, 0.142381438059506], [0.03509196670326602, -0.4343700835887482, 0.497850872400102], [3.841786742016225, -0.002748394225281997, -2.5672534704334504], [-0.19942785331813853, -0.416382631441095, 0.9122387526387089], [-2.9654751931005894, 0.4723397390865427, 1.3036566391391], [-1.4475432470733531, 0.006197865442756711, 2.3368683793773948], [0.6417938537379035, -0.11018745457604598, -0.03254414904780985], [0.8113346967024161, 0.1484190295795585, -1.9928561888456982], [0.4729598465255771, 8.201246112403362E-5, 0.15958443261470254], [-0.20901827018644853, 0.415883943640473, -0.5413147665360538], [-0.25316081337281204, -0.3515983160830719, 0.5924844712955302], [0.9710535582025037, 1.0335326349969558, 3.0023260533587277], [0.2329652583723177, -0.561474762928156, -1.556729856915629], [-0.9273815161149879, -0.2641067937756824, -1.6696414478077684], [0.2478465359844444, 1.5974661456029613, -1.310174271872447], [0.028043209780178418, -0.7520689039102327, 0.8653794450428698], [0.04188721676701133, -0.36029976774157735, 0.1737280859234744], [-1.3378232581051945, 0.030840284607632436, 0.5944185126788121], [0.06516548629432467, -0.6306362562509431, -0.02897402140107855], [1.4237493343601966, 0.5187523958696508, -0.21114398114179558], [0.573373887492563, 0.006938655329541572, 1.578407598787885], [0.07881045180247453, 0.2524028079158666, -0.18873295138184223], [-0.9314707560800883, 0.05349879360916406, -0.8895896536591542], [-1.2466804738141204, -1.229568977629299, -2.9907868512938998], [0.8973388284392546, 1.7293061908404495, 2.68343038231575], [0.25540143934308507, -0.6147519656972176, 0.141778676283102], [-0.9465181184119006, 0.8579685106840609, 3.340644530132018], [-0.17887801315841967, 0.923929729251552, 0.6014738609536993], [0.8957950644651551, -1.8869002086683215, -3.9233850754449597], [0.537364291871996, -0.17478747226862187, 1.801650613255902], [-0.48320246030878744, 0.09885900231217683, -0.8689266330507724], [-0.49266885568929064, 0.13781909514616322, -0.7667650165737806], [-1.517186082534132, -3.6897346633987436, 1.3811830782653642], [-0.2043535878635868, 0.5839764237753529, -0.6254195482148711], [1.8677852884496966, 2.846835197124783, -0.6437365679525007], [-1.8965097057655247, 3.38900423754538, 1.5449521519896343], [1.6871692398957177, -2.0236143851049326, -1.4813109157989497], [0.09007906153026904, -0.8974645844933246, -0.06511475023113095], [-0.7470950351509853, -0.2109453733046783, 0.7354560955260333], [0.6999191692121426, 0.18317193194255807, 0.5379670536483999], [0.09340509233963502, 0.08657003398015309, -1.072586394409146], [-1.1039169975351815, -1.2503404086291203, 1.2207660538444058], [1.036212539873342, 1.2734188127587756, -0.2426003403219008], [0.01764344429353718, -0.38249441036021736, -1.137073231653059], [1.4409432224425123, 0.003231934926012076, -0.0259681915238685], [-1.4232159552343138, -0.11347098851196763, -0.2492649775460397], [0.43401883392048396, 0.281759908276136, 0.43691555957974926]]
null
[]
null
null
null
-25.423125
null
5.619179
2.013006
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:14:40
9398831963770512591536690440746299244770920334118038554612350606894585568911226148919729103348598336631145051467772616742604242527012218712778998084944054
PO_9398831963770512591536690
null
null
null
[ "water_90k_train_35685" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:49
5312971619959034987987461030997114874054061168475354448359906490880984302529414937334107649535494511003284529931527110171989003943438697967939301560078928
CO_5312971619959034987987461
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 42.772999999999996, 335.456, 53.115999999999985 ], [ 41.823999999999984, 336.40599999999995, 52.73999999999998 ], [ 42.215, 337.73699999999997, 52.591999999999985 ], [ 43.602000000000004, 338.06899999999996, 52.535 ], [ 44.52599999999998, 337.04999999999995, 52.64999999999998 ], [ 44.14399999999998, 335.73699999999997, 52.998999999999995 ], [ 42.375, 334.409, 53.39099999999999 ], [ 40.79899999999998, 336.061, 52.653999999999996 ], [ 41.422, 338.498, 52.453 ], [ 43.96599999999998, 339.077, 52.567999999999984 ], [ 45.55699999999999, 337.17499999999995, 52.672 ], [ 44.90299999999999, 334.947, 53.053 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7857993374896534293382057444132836298743882332741583115912653957671860430624158766552039452503346645274255075842800034799131837525042136674965444082324171
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.13517336122515883, -2.091449802519631, -0.2939226001842109], [0.3465020216369796, 0.12914310692039901, 0.7056090669247701], [0.1646945688995738, 0.6210119112665282, -0.7312487315984202], [-1.2548823703888723, -0.5294453377460698, 0.6001436220865791], [-1.180916995800615, -1.6072810153457076, 0.8519974397801958], [-0.7434503645191001, 0.14089139360257272, -0.4435918010521879], [0.8307538598435769, 1.4095758465117005, -0.44870474733440524], [-0.3725981547684094, 0.32553756810340784, 0.13743135020372482], [0.533454267293192, -0.18274786518257177, 0.014514448069687935], [-0.07424325210359523, 0.7383361693491735, -0.4015548651981828], [2.050517507844576, 0.8877593393384017, -0.32601339432068316], [-0.1646502333858907, 0.15867680347190785, 0.3353382144027975]]
null
[]
null
null
null
-6,353.984134
null
2.258102
1.225213
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
9943382725810761776100416486579310093645682119900435457126503407453306849836382256018379895770169685733964814706580570871550577508144422773216671731309197
PO_9943382725810761776100416
null
null
null
[ "benzene_10k_train_2428" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
12188089894416771280661977973138279332859003496259582792429228478151303172437329031992029847728008957491413053822724584360125783444709401125256013211836961
CO_1218808989441677128066197
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H6O3
C7H6O3
A7B6C3
[ 6, 6, 6, 8, 6, 6, 6, 6, 8, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.4375, 0.375, 0.1875 ]
3
16
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.6434461, 4.76670931, 4.9498073 ], [ 5.1621985100000005, 4.60804592, 4.75546891 ], [ 4.43245453, 5.87102814, 4.87539267 ], [ 4.928051340000001, 7.0798891600000005, 5.0323699600000005 ], [ 3.00160244, 5.83226768, 4.9826944200000005 ], [ 2.3564169600000002, 4.59648514, 4.99683717 ], [ 3.01953112, 3.41354527, 4.83937405 ], [ 4.34469816, 3.37119256, 4.637364020000001 ], [ 7.28899852, 5.77974605, 4.63239615 ], [ 7.247919230000001, 3.8271362300000002, 5.6796105 ], [ 5.86606594, 6.920478510000001, 4.7928939 ], [ 2.4540791900000003, 6.83295355, 5.2215431400000005 ], [ 1.2809270500000003, 4.44327603, 5.34190991 ], [ 2.4816558300000002, 2.4668877900000004, 4.63586129 ], [ 4.92141351, 2.48615523, 4.2715518900000005 ], [ 8.11418283, 4.37804604, 5.77637303 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
6686945718225558082479981795832432349873073907727422788261908435091845736032786451995993641355465303935742884510300335309816694486125162672491768599897134
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.7604173774297844, 0.06825048460097768, -0.45733232186084805], [-1.0673472303913834, 0.5738975466963938, -0.026047430533561913], [-2.2164465603404597, -2.270596560565632, 0.12521363949999853], [1.223991644813355, 0.532655794367249, -0.31096602333417706], [-0.5478926687537368, 0.6150357765463902, 0.6863961267302513], [-2.324961191793663, 1.353930776573958, 1.5244019062322647], [-0.6083653394605111, -2.3283118732424897, -1.301495493745266], [4.5310311364099185, 1.4729482296320802, -0.3939827064784936], [-0.5229827326785772, 0.23169129521527213, -0.05632550039820072], [1.8139715800705931, 0.7553829640572075, 0.17270244135704305], [1.0043363346681469, 0.685049287711802, 0.03456021842934515], [0.9453123163386058, -1.7979957229911379, -0.5505271398892845], [1.0139544325246348, 0.8548757355862708, -0.8103262211416952], [-0.06496974848578767, 0.47692980001667606, 0.4676387369437333], [-0.6376889569148568, 0.36780481986048486, 0.6752361778823825], [-0.7815256385764996, -1.5915483540655024, 0.22085359030650364]]
null
[]
null
null
null
-13,487.495947
null
4.780695
1.883666
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:10:10
10505310910305098008650170126544624547032331636680955722469428232311964647529030607443021550096732651563827671655807945640484572502988341971945062641773974
PO_1050531091030509800865017
null
null
null
[ "salicylic_acid_10k_test_3359" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
6326509609029078464328474158404923320459254345265109885488595099483265100682855485555919830985308314337300900509847771985186120395112718819287910995563447
CO_6326509609029078464328474
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C9H8O4
C9H8O4
A9B8C4
[ 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 6, 6, 8, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.42857142857142855, 0.38095238095238093, 0.19047619047619047 ]
3
21
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 7.70006384, 4.55277122, 5.19567921 ], [ 6.16288207, 6.30230484, 3.83142262 ], [ 8.1256802, 4.85963287, 3.94355651 ], [ 7.4015469, 5.7848127, 3.25994058 ], [ 2.68540392, 7.408378770000001, 6.42923747 ], [ 6.56863944, 4.9692471000000005, 5.90047574 ], [ 5.7915430500000005, 5.9392876, 5.18106637 ], [ 6.64233577, 3.73804062, 8.00806371 ], [ 3.26969526, 6.60235921, 4.21837762 ], [ 4.55268114, 4.41730333, 7.10736606 ], [ 6.07144219, 4.24510218, 7.07242007 ], [ 3.5927682499999998, 6.82849403, 5.39664709 ], [ 4.89130431, 6.67067436, 5.95686812 ], [ 4.38497986, 3.58122074, 7.65417916 ], [ 8.3006631, 3.82888712, 5.69935132 ], [ 5.43296681, 7.06518771, 3.33155372 ], [ 9.01799325, 4.40639672, 3.45072495 ], [ 7.76744389, 6.23781501, 2.28967177 ], [ 1.9465817100000002, 6.63143321, 6.6099069 ], [ 3.35474606, 7.7788746799999995, 7.182123750000001 ], [ 2.32211234, 8.35437979, 6.11623828 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2758755406953995036190753737841637450607702342210934256755100011234546358708329735715845470010582212444082225246912856221017254930477547870846994534518348
1
i-PI
DFT-PBE-vdW-TS
null
[[0.46795457457798056, -1.9333061222413368, 2.0383379308878635], [-0.3730953511005051, 0.7482564476060968, 0.6071429864893494], [1.090232990104696, 0.1212545910171174, -1.084050308698892], [-2.558306631117233, 2.5137810983649627, -1.3415308550598055], [1.4073444072848573, -0.30347162341651274, -0.4166512021782182], [-0.4050539753734925, 0.7905246786871822, -2.143474792745372], [1.3791029545031952, 0.25824616835840497, -0.7323617963774341], [0.0723291255692505, -0.5032938138570702, -0.7225941285829968], [1.0236991751303528, -0.010090775947470425, 2.3355097117436756], [2.4101850020782205, -2.6398228007874422, 0.7887819371149611], [-2.3103017590590884, 1.937593602301111, 0.979802428951806], [-0.4190125563405085, 0.4368905109807578, -2.204284202830855], [-1.0522069449643663, -0.5189130688940188, -1.6896596501611576], [-0.2901241180135745, 1.3976374205040152, -0.48875192679653995], [0.43999279510005435, -0.8039923890564541, 0.6378275803795951], [1.7520268286719922, -1.3432653287166931, 0.6309806865527772], [-0.4858323711286983, 0.28285743599985064, 0.7421124489834247], [-0.6013640258214629, -0.7070089463640676, 0.8354583469541397], [-0.3313157251284688, 0.25399934460873685, 0.7383566563689422], [0.05445865715048097, -0.7162495054097181, 1.5864126311336715], [-1.270713052123664, 0.7383730762625523, -1.0973644821289452]]
null
[]
null
null
null
-17,637.370582
null
3.829325
1.942253
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:08:14
1053151591793278974997257198458242629201564578924902869541659980017285684461506871812827923820908599285970401962740646984179751221638555437356999833930529
PO_1053151591793278974997257
null
null
null
[ "aspirin_10k_test_4977" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:50
6108963648842676738935540197771634001347127571669059981157078847742041921248045212609348694204171292214698108788800650622956041373785623675789672994554806
CO_6108963648842676738935540
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C9H8O4
C9H8O4
A9B8C4
[ 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 6, 6, 8, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.42857142857142855, 0.38095238095238093, 0.19047619047619047 ]
3
21
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 7.876943280000001, 5.23075178, 5.60208188 ], [ 6.56142625, 7.730753910000001, 5.39505312 ], [ 8.62457628, 6.3738304, 5.485557630000001 ], [ 7.91515826, 7.59362064, 5.27669695 ], [ 2.3073057, 5.7662917, 4.91965026 ], [ 6.458397880000001, 5.32220493, 5.446208690000001 ], [ 5.7476403000000005, 6.54009377, 5.383131410000001 ], [ 4.71804471, 3.8358567900000002, 4.9765077 ], [ 3.4087567800000005, 5.5988637500000005, 7.11152618 ], [ 6.458900750000001, 2.8924163400000005, 5.977788690000001 ], [ 5.81423571, 3.97431349, 5.47617871 ], [ 3.42929992, 5.85734041, 5.9498585 ], [ 4.457005540000001, 6.85489835, 5.547284230000001 ], [ 5.97705233, 2.1241875400000003, 5.6745449 ], [ 8.447053610000001, 4.35733304, 5.84137907 ], [ 6.0826663100000005, 8.69826937, 5.54386285 ], [ 9.79671612, 6.25754267, 5.49088503 ], [ 8.56681517, 8.46599359, 5.4121657800000005 ], [ 1.3057890300000006, 5.879874630000001, 5.316064 ], [ 2.48164685, 6.571889280000001, 4.18223944 ], [ 2.68036192, 4.89393802, 4.44642007 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
6528245283815344567599323493759025071362461965341770495009448011755015637463255763044712372357238194430513583700487374425569650589543628868130906050988576
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.31223071390270657, 1.6047903794677882, -0.3298471736354011], [-0.6291481127180849, -1.2649581048845406, -0.5061341934352098], [1.4298773342818696, 0.14300181945972423, -0.8080950530807369], [2.374540934654254, 0.4663602202137787, 1.4433531767130752], [2.0307236449299424, 1.6480785718020041, 0.07571550986692384], [0.563889707598345, -2.6093018149482785, 1.2086805012566777], [1.8415878400807624, 1.578614941347336, 0.8630358569354017], [-1.7067300945762478, -0.3833760576064711, -0.6434287842391649], [-0.003942783454601786, -1.0522004504615234, 0.4549077489111721], [1.5290862118519268, 1.2807868761674066, 0.4771092047681092], [-0.3004410125726325, 0.9491525067403451, -0.31580791832534016], [-0.9782453796374277, 2.398063442575054, 0.489323062063255], [-0.9346397663259669, -1.3866953051418325, -0.9879609508696339], [-0.7872558181580355, -0.7712986460765391, -0.2406756395623703], [-0.41334070377587123, -1.0709894157465651, -0.05441477250173489], [-0.037671587437645586, -0.026020240885628734, -0.243320416494427], [-2.2785985645067313, 0.704777871435495, 0.08354189365986303], [-0.33451988125446297, 0.28147453581482085, -0.5005822286389695], [-0.1762624891862404, -0.7308609316533081, 0.31230328395716694], [-0.07467933331785881, -0.11944768987542309, 0.20945075390895143], [-0.8019994325725824, -1.6399525077436412, -0.987153861257612]]
null
[]
null
null
null
-17,637.577541
null
2.930416
1.674182
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:09:51
116776986238081521293065352088264924080686779068851507199459567358350693854723749376537228181804377080805982945293991050910375858438046361297190482940302
PO_1167769862380815212930653
null
null
null
[ "aspirin_10k_train_606" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:40
9016807502671786053726350277684315908192001912486791692491827637711665801178101910274436343076823767344987877047114661551030073762932907709894220287569085
CO_9016807502671786053726350
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C4H4N2O2
C2H2NO
A2B2CD
[ 6, 6, 7, 6, 7, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.3333333333333333, 0.3333333333333333, 0.16666666666666666, 0.16666666666666666 ]
4
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 5.49384856, 4.02436966, 3.65303192 ], [ 5.18641368, 2.6458286099999997, 3.79061568 ], [ 3.85205734, 2.17486826, 3.88920171 ], [ 2.6804616, 3.05600747, 3.87324313 ], [ 3.00873523, 4.42673308, 3.72991956 ], [ 4.3604326, 4.96575866, 3.65643892 ], [ 1.5886555900000001, 2.66176542, 3.93791363 ], [ 4.38327005, 6.20018685, 3.67103337 ], [ 5.83739715, 1.84166406, 3.99114238 ], [ 3.8404436, 1.1968555099999998, 3.80513846 ], [ 2.3520771, 5.06658254, 3.34892109 ], [ 6.52791934, 4.27558041, 3.6301326 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5890428703229479262261882044783484003661744857337152864529984828835945482103424844216842716342707412003193091925025727913810364598252076896713457884010977
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.9925202767083015, -3.0960763572759546, 0.43509863650983643], [-2.42525608436682, 3.065214079981458, 0.08071615252977445], [1.6045371334848877, 3.4386521294107353, -0.010111956342852578], [4.420177928910857, 1.3845490861581848, -0.9588538991964857], [3.00796136737622, -2.413761640313413, 0.2649822040685356], [-0.7098704665656315, 0.9154377689095032, 0.33046294268908666], [-4.4121620991332415, -1.8990652601150357, 0.318224288451968], [0.8743427451454142, -0.4335920845460787, -0.3549888835328082], [1.4278163938232817, -0.6713784602061998, -0.1727020224234324], [-1.2058710921353821, -1.6401607353490855, 0.09496772129446583], [-1.1884180677283964, 0.5977072428435383, -0.021683209531025777], [0.5992625179051112, 0.752474230497347, -0.006111974515992459]]
null
[]
null
null
null
-11,279.20473
null
4.814031
2.748515
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:09:21
12858680290075550288887899723782908293947894310580212105633763445083019228474135768966293660580788259624663025847732893142478745800532897688111266828615908
PO_1285868029007555028888789
null
null
null
[ "uracil_10k_train_8859" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:39
8190023604434468984671225712312537314613662346720982748933790485783570984412896473732350705882647113990843372508348755418686942699950384477389412621343795
CO_8190023604434468984671225
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H6O3
C7H6O3
A7B6C3
[ 6, 6, 6, 8, 6, 6, 6, 6, 8, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.4375, 0.375, 0.1875 ]
3
16
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.54939549, 4.7954251900000004, 5.12313232 ], [ 5.16461479, 4.643831860000001, 4.77804025 ], [ 4.3346928600000005, 5.87302576, 4.7283143700000005 ], [ 4.95743429, 7.0399329999999996, 4.740546660000001 ], [ 2.98940762, 5.80551986, 4.96955052 ], [ 2.38961733, 4.5713995700000005, 4.87599787 ], [ 3.1077209000000003, 3.40253246, 4.75885334 ], [ 4.46920401, 3.4488856300000004, 4.87360389 ], [ 7.07128954, 5.9188864500000005, 5.14698498 ], [ 7.3751554200000005, 3.6841678700000005, 5.41923225 ], [ 5.93649245, 6.91919023, 4.8761826500000005 ], [ 2.3195282, 6.71869191, 5.0388470000000005 ], [ 1.2346168300000002, 4.41790808, 4.97516736 ], [ 2.59287292, 2.46527662, 4.85092032 ], [ 5.1838531, 2.60872975, 4.76260479 ], [ 8.29271797, 4.12367228, 5.29272365 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
11545372693828935825875252252793714324267717591620952996977198245622125670659370375564638194203122635313872242206367128162752523259869940691518006904763129
1
i-PI
DFT-PBE-vdW-TS
null
[[1.2398718543440501, -0.4327416506157134, -0.21931380456026206], [-1.704379248388804, 1.3034575795160563, 0.7762318914233659], [3.138810147150524, -0.5230609749024986, 1.2298608567942435], [-1.187033510951805, 1.566053929666294, -0.35366628228159896], [-2.3656846444687396, 1.199639156919465, -0.9065320884739527], [-3.114208432640913, -0.5695826282098625, 0.43992210168134555], [-0.006101135659310558, -0.8933056515596034, 0.7555630037475279], [2.0883507341371503, -1.0553459793652173, -1.4323489741679665], [0.9796410616581993, 0.10274037946370523, 0.10901397958666603], [0.18536410732843478, 1.8135417265561864, -0.9286676747510779], [0.33296525151269973, -0.5714036870844885, -0.07948104596891599], [1.1390551260803154, -0.8412149339533972, 0.010029536512542249], [1.9489223285295736, 0.688450654742859, -0.192167162315696], [-0.27128542471692907, -0.5852209236897277, -0.29321880100942527], [-0.913229962062304, -0.29562420510458515, 0.5566839339138883], [-1.4910582518521533, -0.9063827923794677, 0.5280905298693186]]
null
[]
null
null
null
-13,487.767268
null
3.411492
1.86065
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:07:34
12917753717410699725584353453029235304325234667062498216272071365923365415075517792379755322697789155171560982090218255080035427436578570462024287999879178
PO_1291775371741069972558435
null
null
null
[ "salicylic_acid_10k_test_1258" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:43
8837545097030955124664265228462636788016181267619579120745133036020944429180881915191774856318727489943640205359980718765936454490628987080128683794094398
CO_8837545097030955124664265
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C10H8
C5H4
A5B4
[ 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5555555555555556, 0.4444444444444444 ]
2
18
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.59397275, 3.2200884299999997, 4.85530277 ], [ 2.32758174, 3.7760798899999997, 4.58409874 ], [ 2.25581183, 5.1899215299999994, 4.72281793 ], [ 3.29697404, 6.00902877, 4.43377569 ], [ 4.6756591599999995, 5.43904973, 4.57924744 ], [ 5.8909375, 6.1400178499999996, 4.3659432 ], [ 7.1264739, 5.58296312, 4.63555644 ], [ 7.180757979999999, 4.2062817699999995, 4.99449377 ], [ 5.98758683, 3.4811118199999997, 5.0462915299999995 ], [ 4.74204015, 4.0533547599999995, 4.80973206 ], [ 3.6989325299999996, 2.18220052, 5.0312471 ], [ 1.44997418, 3.0478316899999998, 4.63367189 ], [ 1.2737122999999997, 5.59769598, 4.9466523 ], [ 3.1380770699999996, 7.10592422, 4.35839365 ], [ 5.6978212, 7.09780727, 3.92893943 ], [ 7.99932966, 6.11018681, 4.87120497 ], [ 8.1799481, 3.7710548, 5.24213945 ], [ 6.06503137, 2.35049012, 5.09327276 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3819474926679036868607029898205599166378526319197925394057247108424264675864897342257987330118093712404199875530709127168309190771455884071014821263131954
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.5706784210199942, 1.660777756811208, -1.3347801600527653], [0.9173792371160755, -1.7216673079358142, 2.1584640878870034], [-1.8050266934136783, -0.5480919594874704, -1.219241011802856], [2.665300351509853, 0.4733095107807629, 1.0990718976848746], [-1.661267753198974, 0.7382115579332122, -1.607448149954988], [-0.9559519527595215, 0.022532733889565372, 0.07202146906054158], [-1.3511400394483732, -1.5525585545989422, 0.8323648638387164], [-0.19511656160832452, 0.07645053640962995, 0.20710047326339562], [2.180873922682576, -1.9264957979481816, -0.39137211482004736], [-0.17259472763840536, -0.7810522421133609, 0.8511127256302111], [0.23381927629342267, -1.222430988286474, 0.028281991506262653], [0.8132420048116867, 1.3397501234143896, -0.09327561237582675], [-0.2671630304845684, 0.3120946992500603, -0.3955150842782383], [0.25712810446165135, -0.5755447571065179, 0.15357086788155686], [0.5801727229893342, 1.1158617739105623, 0.0905050328004312], [1.406169633772352, 1.3340601653605382, -0.5637088443604047], [-0.8722955694711134, 0.08965693905254522, -0.2166334029870098], [-0.20147251475248604, 1.1601214476299755, 0.3276225847790943]]
null
[]
null
null
null
-10,489.711483
null
2.936115
1.675981
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:10:12
3444334595422156922947315371617125812542113077587843479353889424993863352510662258082406595979402441458814561708649280663312678054731508076837017488360142
PO_3444334595422156922947315
null
null
null
[ "naphthalene_10k_test_945" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
7822843405629672265158850583945265855447850808702411794991046088541437742092421357070694497894157063096890702996557273063344113742114300056943035364547626
CO_7822843405629672265158850
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.10644125, 2.86937022, 3.28572348 ], [ 2.44793226, 4.13612326, 3.84901714 ], [ 4.48730615, 3.0920295700000002, 3.08156853 ], [ 3.04360478, 1.87060683, 3.8072046100000003 ], [ 2.6129004900000004, 2.6438051000000002, 2.3589252600000004 ], [ 1.4779283200000002, 3.9641584, 4.461687120000001 ], [ 3.08671627, 4.74230757, 4.5044044 ], [ 2.13233846, 4.908515700000001, 2.9790684400000003 ], [ 4.55251825, 3.63216632, 2.27770207 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7135768026383726388109481624890419694124007792614415996836833936143346141352947443628717097594844870202819102861643417310816128508308975249848187951801740
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.18764661667646695, -0.28984686326023873, 0.5716027861665739], [-2.354922639602229, 1.3295401986815563, -0.2903908592499215], [0.6899109140036738, -0.06922728965912305, -0.3491244262683582], [-0.1679787616671263, 1.1573114683450327, 0.4948243521741921], [-0.42866983986267443, -0.17588070341432022, -1.0493522642160715], [1.2261109611578578, 0.00916881240787285, -0.9772437957968857], [0.32465360666628507, -0.3575333642779955, 0.07269196411767817], [0.638736291260995, -1.7220673049870516, 1.5547485384544666], [0.25667110783061264, 0.12140910497681753, -0.033943549769476146]]
null
[]
null
null
null
-4,214.946634
null
2.719865
1.25884
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:07:44
4750919876323420875486569726737214814220720170274989073540799290465293162193938383500459290868199139135599421489565048937003256701867357796113945672955236
PO_4750919876323420875486569
null
null
null
[ "ethanol_10k_train_3883" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:39
2007316229676443527748509004048765876863034226987621628566038970334668742719452314016666142526033498616106744842432712363910181196528156933114905939569819
CO_2007316229676443527748509
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H12N2O2
C3H6NO
A6B3CD
[ 1, 6, 1, 1, 6, 8, 7, 1, 6, 1, 6, 1, 1, 1, 6, 8, 7, 1, 6, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.2727272727272727, 0.5454545454545454, 0.09090909090909091, 0.09090909090909091 ]
4
22
[ [ 32.92599868774414, 0, 0 ], [ 0, 32.92599868774414, 0 ], [ 0, 0, 32.92599868774414 ] ]
[ [ 21.470792770385742, 26.02193832397461, 28.64872169494629 ], [ 21.425859451293945, 25.464317321777344, 29.5842342376709 ], [ 21.593521118164062, 26.200965881347656, 30.369958877563477 ], [ 20.39984130859375, 25.107088088989258, 29.672422409057617 ], [ 22.450759887695312, 24.340402603149414, 29.529754638671875 ], [ 23.43775177001953, 24.526386260986328, 28.821393966674805 ], [ 22.226665496826172, 23.282987594604492, 30.31332778930664 ], [ 21.384048461914062, 23.394166946411133, 30.85902976989746 ], [ 23.098949432373047, 22.155344009399414, 30.572650909423828 ], [ 23.468734741210938, 21.85074806213379, 29.593551635742188 ], [ 24.182064056396484, 22.586414337158203, 31.55742645263672 ], [ 24.86315155029297, 21.761274337768555, 31.765649795532227 ], [ 24.79408073425293, 23.374998092651367, 31.119611740112305 ], [ 23.72495460510254, 23.006498336791992, 32.4533576965332 ], [ 22.392818450927734, 20.96929931640625, 31.2139892578125 ], [ 21.279022216796875, 21.11147689819336, 31.71377182006836 ], [ 23.063434600830078, 19.82406234741211, 31.35908317565918 ], [ 23.946321487426758, 19.86638832092285, 30.87034034729004 ], [ 22.524335861206055, 18.54430389404297, 31.772916793823242 ], [ 23.3148193359375, 17.800033569335938, 31.67642593383789 ], [ 21.794784545898438, 18.16529083251953, 31.057212829589844 ], [ 22.156362533569336, 18.46965217590332, -0.13062617182731628 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
11580881157951464885769826917129711414350102352567952538149608079368288619880070946194392203894116132251304526866278422089253745068154707199421412163570302
1
GROMACS
AMBER-03
null
[[0.1988418847322464, -0.33297520875930786, -6.873103557154536E-4], [-2.5865445137023926, 1.9149097204208374, -1.8499935865402222], [1.4085276126861572, -1.48572838306427, 0.9349184632301331], [0.5767845511436462, -1.316552996635437, 0.28423333168029785], [-0.36002030968666077, 3.3887312412261963, 1.5845577716827393], [1.5276238918304443, -3.0543129444122314, 3.6244056224823], [-2.1491591930389404, 4.926700115203857, -0.6616859436035156], [-0.6373907327651978, -2.590693473815918, 1.504017949104309], [0.16224147379398346, -0.6745765805244446, -1.0211982727050781], [2.148070812225342, -0.881859540939331, 0.9295464754104614], [3.2281625270843506, 3.1250112056732178, -2.472672939300537], [-0.48955056071281433, 0.09077710658311844, 0.814224898815155], [-0.30207523703575134, -0.21046996116638184, -0.443415105342865], [0.1028524786233902, -1.0276824235916138, 0.7807042598724365], [-4.051007270812988, -2.162806987762451, 4.222756385803223], [-1.296203374862671, 0.03477756679058075, -0.9034859538078308], [0.6645023822784424, 4.640411853790283, -4.5556960105896], [0.8936747312545776, -2.585357904434204, 1.4254984855651855], [1.7107887268066406, -5.769941329956055, -1.6081959009170532], [0.6750739216804504, 0.5516170263290405, 0.8265624642372131], [-1.4605529308319092, 1.6026372909545898, 0.47053125500679016], [-0.26508188247680664, 2.373861789703369, 0.14366604387760162]]
null
[]
null
null
null
null
null
6.536769
3.009297
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:07:38
5743002184143154969722604563896274140521594265811866405366125379860608714268622292684269988053661677131422216829484637506324441026133479118823156986458551
PO_5743002184143154969722604
null
null
null
[ "ala_40k_test_6531" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:50:56
7287952778949764882255338483716968429969473899735063283757713245476011849609617103412370892555207724185424917363488701901459006388959754642654220461372843
CO_7287952778949764882255338
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 169.39720000000003, 194.3742, 171.64950000000002 ], [ 170.2014, 195.36800000000002, 172.23456000000002 ], [ 171.61040000000003, 195.41570000000002, 172.22250000000003 ], [ 172.35259000000002, 194.39770000000001, 171.6827 ], [ 171.59150000000002, 193.32860000000002, 171.11380000000003 ], [ 170.21050000000002, 193.2931, 171.0789 ], [ 168.32780000000002, 194.5026, 171.53220000000002 ], [ 169.73770000000002, 196.2681, 172.58051 ], [ 172.07863, 196.2683, 172.73758 ], [ 173.43006000000003, 194.2811, 171.7273 ], [ 172.13534, 192.4573, 170.63160000000002 ], [ 169.6459, 192.4949, 170.55730000000003 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10996986312806218565480565740172703930328214799527945481316398682692983443813099750453553182300853486502860857351745230463849160518193030151006567884800779
1
i-PI
DFT-PBE-vdW-TS
null
[[3.4301762492779866, -0.7234119612220365, -0.4867502380692196], [-0.527049346675617, 0.3121613562920524, -0.6519506064910938], [-0.2338879435502755, 0.5913614437141921, 0.9184757325506969], [-1.0478979658741434, -1.760338448569243, -0.5408351936556504], [1.3376086922584571, -0.9597764491000202, -0.5725494481477433], [-2.4996362614546417, 1.006366205098584, 0.18556223363566823], [-0.17477371715815604, -0.3156663596484381, 0.10841843982702905], [-0.5551405779227875, 0.5732182275161184, 0.5325488237038887], [-0.009166586009335436, -0.18020325647470223, -0.25657024212810464], [0.19965280921679127, 0.3737852225361787, -0.04414355964219367], [-0.4894909221474624, 0.9536069438156641, 0.5675663861873018], [0.569605195372871, 0.12888583605226595, 0.24022604867539846]]
null
[]
null
null
null
-6,353.98958
null
3.53926
1.33617
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:07:44
6065750801441478925753951534331502867257871881688661531414813258657853643760087250199059408306044371013945264745366468879507254210576264545126571315381201
PO_6065750801441478925753951
null
null
null
[ "benzene_10k_test_1316" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:47
11113109713350949828859026335463600883028657768762487789827527958053588088404833203382746486524294326069337436341893278638160291065027274853398108285229597
CO_1111310971335094982885902
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 4.92832, 4.11511, 5.48136 ], [ 4.47036, 3.21858, 5.18726 ], [ 5.27377, 4.09036, 6.456417769470215 ], [ 8.578277769470215, 5.07055, 8.671707769470215 ], [ 8.737437769470215, 5.0419, 9.681837769470215 ], [ 9.382407769470214, 4.68675, 8.153327769470215 ], [ 4.32566, 11.653479769470215, 2.56338 ], [ 4.38381, 11.329977769470215, 1.62345 ], [ 3.49581, 12.197847769470215, 2.77342 ], [ 10.964157769470216, 6.641827769470215, 1.31107 ], [ 10.018917769470214, 6.431317769470215, 1.47754 ], [ 11.097967769470214, 7.399207769470215, 0.657988 ], [ 8.112037769470215, 6.545947769470215, 1.3707 ], [ 7.975697769470215, 7.573787769470215, 1.36943 ], [ 7.795027769470215, 6.13097, 0.502168 ], [ 8.989737769470215, 2.48382, 3.19539 ], [ 9.960147769470215, 2.59295, 3.44376 ], [ 8.359547769470215, 3.24053, 3.51299 ], [ 4.31226, 6.730867769470215, 5.8397 ], [ 4.59076, 5.77549, 5.71794 ], [ 5.04889, 7.437077769470215, 5.87412 ], [ 8.476827769470216, 4.78191, 11.570045769470214 ], [ 8.557987769470214, 3.77879, 11.719984769470216 ], [ 7.473427769470215, 4.94955, 11.377727769470216 ], [ 11.993004769470215, 3.5934, 11.321027769470215 ], [ 11.792526769470214, 3.66485, 12.313174769470216 ], [ 11.434707769470215, 2.8561, 10.998247769470215 ], [ 7.799057769470215, 9.270597769470214, 8.689177769470215 ], [ 7.217877769470215, 8.412677769470214, 8.768927769470215 ], [ 7.294227769470215, 10.001077769470214, 8.241197769470215 ], [ 0.3679, 4.39707, 4.94242 ], [ 12.098594769470214, 3.69635, 4.88564 ], [ 0.374197, 4.97924, 4.11557 ], [ 4.5061, 0.523445, 9.440467769470215 ], [ 5.52716, 0.619494, 9.528477769470214 ], [ 4.31976, 12.222268769470215, 8.776537769470215 ], [ 0.44543, 11.625126769470215, 4.18886 ], [ 11.894384769470214, 11.652510769470215, 4.1651 ], [ 0.837446, 11.090887769470214, 3.3786 ], [ 1.83623, 10.219147769470215, 1.65429 ], [ 2.74899, 10.448917769470215, 1.24716 ], [ 1.94782, 9.294287769470214, 2.0814 ], [ 6.223287769470215, 10.065687769470214, 3.6925 ], [ 5.51983, 10.605907769470214, 3.21464 ], [ 6.999797769470215, 10.625137769470214, 4.04459 ], [ 8.080817769470215, 0.307267, 4.5571 ], [ 7.302007769470215, 0.576222, 5.10872 ], [ 8.360027769470214, 1.13894, 4.04966 ], [ 2.53865, 1.00572, 3.44778 ], [ 1.59903, 0.803511, 3.81127 ], [ 2.44728, 1.82226, 2.81437 ], [ 8.964677769470214, 6.504597769470215, 5.41173 ], [ 8.484937769470214, 5.71523, 5.00678 ], [ 8.302937769470216, 7.250087769470215, 5.68752 ], [ 9.057897769470214, 10.503667769470216, 10.531597769470215 ], [ 9.731687769470215, 11.061647769470214, 10.071657769470214 ], [ 8.500567769470216, 9.952577769470215, 9.850897769470215 ], [ 0.127309, 8.810157769470216, 10.163407769470215 ], [ 0.104533, 8.408557769470214, 9.245027769470216 ], [ 0.0775911, 9.837047769470214, 10.052917769470215 ], [ 10.561307769470215, 8.644047769470214, 12.006530769470215 ], [ 9.870177769470214, 9.344537769470215, 11.739766769470215 ], [ 11.300217769470216, 8.669807769470214, 11.277737769470214 ], [ 3.92422, 4.37698, 8.811947769470216 ], [ 3.79414, 4.97508, 8.043197769470215 ], [ 3.12847, 4.55418, 9.452507769470214 ], [ 0.82805, 0.134419, 0.279436 ], [ 1.0217, 11.640514769470215, 0.576779 ], [ 12.340928769470215, 0.536374, 0.607788 ], [ 3.70412, 10.495607769470215, 8.180677769470215 ], [ 3.598, 9.660797769470214, 8.730887769470215 ], [ 3.03885, 10.579797769470215, 7.462317769470215 ], [ 5.28022, 3.47519, 12.296689769470214 ], [ 5.27804, 3.14647, 0.800909 ], [ 4.40706, 3.24834, 11.789962769470215 ], [ 0.923363, 11.860320769470215, 9.911657769470215 ], [ 1.02032, 12.153622769470214, 10.891627769470215 ], [ 1.71239, 12.187218769470215, 9.304917769470215 ], [ 5.79721, 6.13694, 11.634381769470215 ], [ 5.34564, 5.25847, 11.966738769470215 ], [ 5.94391, 6.723377769470215, 0.0119494 ], [ 4.29193, 11.146847769470215, 12.320905769470215 ], [ 3.73963, 11.395937769470216, 11.464066769470215 ], [ 5.25377, 10.957047769470215, 12.135560769470215 ], [ 1.71045, 10.168727769470214, 6.05525 ], [ 1.23249, 10.689747769470214, 5.33618 ], [ 1.11957, 9.552467769470216, 6.546387769470215 ], [ 10.104227769470215, 2.36422, 6.770647769470215 ], [ 9.767017769470215, 1.4709, 7.044287769470214 ], [ 10.883167769470216, 2.62104, 7.3929377694702145 ], [ 2.1249, 2.39633, 7.641997769470215 ], [ 1.13312, 2.55577, 7.783407769470215 ], [ 2.64528, 2.99871, 8.237887769470216 ], [ 6.932687769470215, 1.46398, 10.700507769470216 ], [ 7.116017769470215, 1.35655, 11.673405769470214 ], [ 6.03863, 2.00354, 10.477457769470215 ], [ 2.93947, 2.07022, 11.268527769470214 ], [ 2.13848, 1.46117, 11.439757769470216 ], [ 3.58236, 1.63641, 10.620897769470215 ], [ 5.81993, 8.391857769470214, 1.0668 ], [ 6.131177769470215, 9.272227769470215, 0.637721 ], [ 5.51344, 8.528737769470215, 2.0478 ], [ 3.0018, 5.78583, 0.57574 ], [ 3.5186, 6.282287769470215, 1.29516 ], [ 2.8162, 6.466097769470215, 12.293884769470214 ], [ 1.81312, 6.302827769470215, 6.241337769470215 ], [ 2.8502, 6.480527769470215, 6.05813 ], [ 1.42679, 5.60717, 5.61083 ], [ 12.065572769470215, 4.02163, 1.75651 ], [ 0.591635, 4.09183, 2.12137 ], [ 11.884510769470214, 4.91604, 1.42035 ], [ 9.386327769470215, 12.047312769470215, 7.125407769470215 ], [ 8.759687769470215, 12.157859769470214, 6.3341677694702145 ], [ 9.907737769470215, 11.159627769470214, 7.119367769470215 ], [ 7.018777769470215, 10.501797769470215, 0.0462605 ], [ 7.231017769470215, 11.468837769470214, 0.302605 ], [ 7.712387769470215, 10.088607769470215, 11.770060769470215 ], [ 6.2692977694702146, 10.785137769470214, 7.1712077694702145 ], [ 5.32725, 10.498517769470215, 7.518797769470215 ], [ 6.35843, 11.830554769470215, 7.004047769470215 ], [ 3.13405, 7.231767769470215, 3.10595 ], [ 2.11333, 7.054167769470215, 3.08649 ], [ 3.5009, 7.2549877694702145, 4.06206 ], [ 1.55527, 4.96453, 9.960557769470215 ], [ 0.914418, 4.52364, 10.651777769470215 ], [ 1.81179, 5.8659, 10.356387769470215 ], [ 0.479825, 8.087817769470215, 7.6281577694702145 ], [ 12.003929769470215, 8.269677769470215, 7.203827769470215 ], [ 0.932827, 7.3276477694702145, 7.093297769470215 ], [ 10.353777769470215, 11.998652769470215, 3.22611 ], [ 9.490367769470215, 11.916556769470215, 3.81505 ], [ 10.295237769470216, 0.201567, 2.43994 ], [ 6.298017769470214, 1.15801, 6.415427769470215 ], [ 5.28733, 1.0089, 6.494457769470215 ], [ 6.573557769470215, 1.89535, 7.084487769470215 ], [ 7.499157769470215, 0.970649, 0.887685 ], [ 8.351617769470215, 0.993624, 1.38239 ], [ 6.844647769470215, 1.62054, 1.33491 ], [ 11.920643769470216, 3.62799, 8.190727769470215 ], [ 11.961204769470214, 4.29571, 7.436687769470215 ], [ 12.140490769470215, 4.05334, 9.073967769470215 ], [ 6.346687769470215, 3.1806, 8.121707769470214 ], [ 7.109337769470215, 3.85999, 8.287737769470215 ], [ 5.51472, 3.48677, 8.604607769470215 ], [ 9.557347769470216, 1.78184, 11.198407769470215 ], [ 10.155357769470214, 1.00401, 10.882387769470215 ], [ 8.623987769470215, 1.79594, 10.722557769470214 ], [ 0.454372, 6.400667769470215, 2.99313 ], [ 12.272253769470215, 6.616727769470215, 2.20545 ], [ 0.160665, 6.984697769470215, 3.80877 ], [ 2.46318, 7.4793677694702145, 11.060517769470215 ], [ 1.55915, 7.967847769470215, 11.180917769470215 ], [ 2.90765, 7.628817769470215, 10.188517769470215 ], [ 7.197817769470215, 4.59032, 3.82315 ], [ 6.215047769470215, 4.52482, 4.12894 ], [ 7.388827769470215, 5.3799, 3.22966 ], [ 10.986127769470215, 9.509937769470215, 2.38778 ], [ 10.886027769470214, 10.484427769470216, 2.73358 ], [ 10.857897769470215, 9.340137769470214, 1.39059 ], [ 10.790777769470214, 0.0223623, 9.548787769470215 ], [ 10.339617769470214, 12.400324769470215, 8.637237769470214 ], [ 11.729730769470216, 12.172033769470215, 9.512547769470215 ], [ 10.231187769470214, 9.480637769470215, 7.127847769470215 ], [ 10.257467769470214, 9.127767769470214, 6.17125 ], [ 9.509087769470215, 9.038287769470216, 7.665287769470215 ], [ 11.283797769470215, 2.05789, 4.46636 ], [ 10.773827769470214, 1.86013, 5.32416 ], [ 11.737170769470215, 1.23797, 4.07116 ], [ 10.894957769470215, 1.39349, 1.04653 ], [ 11.275147769470214, 2.24064, 1.49954 ], [ 10.255087769470215, 1.68639, 0.309922 ], [ 2.69625, 3.11451, 1.67372 ], [ 2.82038, 4.12997, 1.59245 ], [ 2.66141, 2.67554, 0.769265 ], [ 6.372987769470215, 7.034047769470215, 9.014217769470214 ], [ 7.044517769470215, 6.492447769470215, 8.461577769470214 ], [ 6.245, 6.551707769470215, 9.904617769470214 ], [ 5.2395, 1.91372, 2.20654 ], [ 4.45051, 2.55724, 2.22993 ], [ 4.96712, 0.980936, 2.4335 ], [ 6.520367769470215, 8.254917769470214, 5.60802 ], [ 6.24811, 9.017277769470216, 6.25951 ], [ 6.602667769470215, 8.620697769470215, 4.64729 ], [ 3.64567, 0.511966, 6.285137769470214 ], [ 3.25567, 12.348224769470216, 5.53688 ], [ 2.90073, 1.01839, 6.758617769470215 ], [ 10.903617769470214, 8.156367769470215, 4.72804 ], [ 10.395597769470214, 7.254567769470214, 4.82188 ], [ 10.826437769470214, 8.435227769470215, 3.7319 ], [ 3.57715, 7.523107769470215, 8.638747769470214 ], [ 4.56974, 7.314877769470215, 8.740557769470215 ], [ 3.04994, 7.065277769470215, 7.855247769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
956346645326551664033458048194223951444115348745083411964457386174272385582104611012249101149768198638159530064276807040548131101144466688441097668732921
1
DLPOLY
NPT-PME-SHAKE
null
[[-0.8423704235637357, -2.036372119969541, 0.6127225231694688], [1.347940115834335, 2.3790270124004143, 1.0464464808252372], [-0.4070363547743069, -0.5660453450312483, -1.57316053584221], [0.7757890975572104, -0.6720793806904615, -0.2788987412252629], [0.08540744094235517, 0.06592132354344135, -0.2557075902885104], [-1.119757923932331, 0.5168790643055751, 0.6274273086643319], [1.1338859661447356, -0.014177347258431292, 2.2094774966045865], [-0.1889367629177486, -0.31629295436529614, -2.419373023678564], [-0.6842256809473507, 0.4624397021402813, 0.13078499530799825], [3.7445252752323017, -0.6108882193463113, 0.32814828113156164], [-3.5260306359093376, -0.4841608081691132, 0.19619158631288452], [-0.628589468060564, 0.866623996336596, -0.9769033829245828], [-0.1924418876937727, 2.1644221379223016, 0.6314861937198294], [0.0827578909755721, -1.9715557151356518, -0.023734764003587084], [0.29677171199955593, -0.26594196488197147, -0.26750177359400396], [-2.6579842952370543, 0.1672646583858473, -0.5692846475274626], [1.0356661515004866, 0.4839873515428099, 0.7402781897372653], [1.0375481558958775, -0.5615398091630197, -0.27367205943317846], [-1.9034523072333147, 1.8992589932924322, 0.31261914302019206], [1.3350652977469717, -1.573837016684793, -0.5144766900312743], [0.8242181876210944, -0.5579319113359108, -0.22763233439662245], [-2.7899500965286124, -0.7389772650399904, -0.7935250375967237], [0.8386627881765025, 0.2232339079951363, 0.17180185008837615], [1.6813757885771874, 0.40332264840515303, 0.3621622582665091], [1.4366588437728203, 1.9229141407045462, 1.342194365088038], [0.4647510116857729, 0.5935382203003228, 0.33469149871728826], [-1.8269535986178975, -2.382010466372831, -1.735069287249377], [0.6307750215519857, -3.47949222307216, 1.2309479578084102], [0.7205388256639486, 1.1777141191959244, 0.02636618775292144], [-1.3907969117782253, 1.8463200309446621, -1.491700967714518], [1.1741886132663097, 1.0287495685266421, 0.6747679583981627], [-1.1246190458844814, -1.4322226905551132, -0.22191000029487626], [-0.10486363707323167, 0.36357939890340724, -0.6972175822574685], [1.5551514016162689, 0.151957544756146, 0.40360278085663287], [-1.058128784606765, 0.058854266946278745, 0.11882732913221383], [-0.5662665022297849, -0.31215514654483073, -0.2956507485520708], [3.3683108620273954, -1.27141972514063, -1.9429440446269208], [-2.3298043582711925, -0.01356318070884785, -0.3147223046141197], [-1.0041577553324903, 1.332177244919022, 1.8589650190021731], [1.4621699770863799, -1.0205277244398652, 0.08511516652703409], [-0.9202047482016885, 0.2781901709068139, 0.059486949990720066], [-0.6152853448231003, 0.765680912659385, -0.23542400605016714], [1.5048663256509394, -1.1476367401949306, 0.44901415926440513], [-0.8821353551437695, 1.168529590833164, -0.37237798627264257], [-0.5512364855606031, 0.22474514885180386, -0.2764824904208578], [1.7158979936272034, -1.249438434172343, -1.0583369325583292], [-2.325858220022792, 0.4814548847987817, 1.8640689802311483], [0.5946049785520882, 0.5659065797302055, -0.6803445889338141], [-1.9842917679219723, 1.4531589053499225, -0.9366050722186664], [1.183364468797755, -0.35099035060787875, -0.002181347168233847], [0.6729553366532932, -1.085847153490034, 0.847127471540104], [-0.7888373722708768, 1.527805964479552, 0.6510737832451305], [-0.4111169219080923, -0.6996112837004543, -0.23580387606177136], [0.7725541314766536, -1.2163776011989322, -0.44176800870058436], [-2.2366885048559184, -2.3688537812677253, 1.4549455086008467], [1.7740016270231547, 1.8249631838310671, -1.2280642413961178], [0.6918317540107508, 0.6398077753667307, 0.3744898206978854], [-0.5144940356939045, 2.8588991054841784, 1.618129166211343], [0.3458473616379856, -1.0675604886620076, -1.7241198377139804], [0.37201806377306323, -1.483938783687445, 0.4076061597917132], [1.178551047417838, 0.9139733189017419, -1.2946325581556704], [-0.208375179744429, -0.1571308886356422, 0.08411518907639551], [-0.7431575697339001, -0.5101489472050067, 1.1682910879719972], [-0.9089387403232885, -1.2071453722639385, 2.7964590564306437], [-0.06750584982472209, 1.6052977122805556, -2.3614732018185194], [0.9660493345336532, -0.5120439608473702, -0.4737404013439419], [-3.2205778534048664, 3.251964829934451, -0.22500056373403549], [-0.06103895315456893, -1.456012266852612, 1.03205391725772], [3.358879157972153, -1.7991658470841074, -0.9849647796320291], [2.9651239434323253, 1.0658649501398927, 2.180280409982082], [-0.4500505626065674, -1.187145823251167, 0.26765961912393993], [-2.4896142845000893, -0.10484195499494374, -2.584854981587579], [-1.071714774861972, 0.5664312860247731, -2.352063179841565], [-0.002520298761693145, -0.7333399246851329, 1.195064118241913], [1.037053804510913, 0.16388919243798492, 0.9341680066191049], [2.3022594460142267, 0.8755266576816134, -0.9834643798145055], [-0.10457786728139695, -0.1607184053091604, -0.6612426779621622], [-2.129678775673749, -0.8755483397599013, 1.7552162743945061], [-0.40977350033737314, -2.139652531686189, 1.2906907563229275], [0.7720467708447164, 1.4536575931505449, -1.118136104476395], [-0.18198678954334074, 0.721219642922189, -0.36510755178113935], [-4.070116372050586, 1.0789262341005321, -1.767037343477077], [2.018011736075336, -0.7711751512975422, 2.4368444423629647], [1.9804583764806691, -0.40278449922204707, -0.5640592666600753], [2.8261201395285105, 1.3564655090171427, -0.33244046534943705], [-0.7454602064480766, 0.6193485662942553, -0.7408462601884085], [-1.8158003375465948, -1.9283433331078397, 1.451888335562251], [1.1728790157377198, 1.3540371162488962, 0.4682288170431542], [-1.17472632880785, -2.057460109312366, 0.43234497747665707], [-0.5523422715532867, 0.41513851378893446, -0.4775477742912996], [-1.1729440619725835, -1.3848733679899672, -0.9716693292258803], [-0.28721902194746696, 0.10945416668834874, -0.11577796164180167], [1.345281893036237, 1.1854546211447097, 1.1191594985715847], [-4.338497137098383, 2.5856311999902863, -4.0388941793159905], [0.11915386123122981, -0.3102848504717153, 2.534409458242919], [4.120349411028025, -2.234416223051345, 1.4921129272019886], [-0.6633935401283232, -0.04742564348071943, 0.8595903301399969], [0.25175191192566343, 0.4385937524392338, 0.07935553925063268], [0.4784280666697889, -0.4438321425535937, -0.7653209901598057], [-0.6011659754420109, 0.05879399076863835, 1.8056314428295634], [0.05773590534818816, -0.3435256446949158, 0.2601120876719172], [0.6017860828810452, -0.1375866632669168, -1.8826852126491511], [0.5390858488880562, -0.4436196581863722, 1.1574283667497522], [-0.09330535477951062, -0.18363159200226187, 0.49126385701623376], [-0.40230836078284443, 0.385394171510443, -1.2154105805072912], [3.7946238853243552, 1.1352432642455592, -0.12669922447542378], [-3.751953555253741, -0.6249035147516188, 0.4145227427655578], [-0.2790639586618168, -0.6807738940839149, -0.12559387212430595], [3.428578366836481, -3.375726132801862, 1.639329902361265], [-1.9113619293927455, -0.9193764928110901, -0.4847332150359142], [-1.8014468017199958, 3.7721655886337344, -1.4655176899740336], [0.9426240171513912, 0.17943394164572177, 0.5887508174143514], [-0.1183529252592743, -0.2261288990881385, -0.326579799588214], [-0.7219698428309509, 0.2163450780815003, -0.2724877843170926], [3.242754283077745, -1.8546936495794546, -3.650958434588639], [0.22660720573516988, -0.2373038422377292, -0.20954948110450242], [-3.396996251602306, 2.7773441362120193, 3.690137950054899], [-1.402878165800251, 2.963528142470335, 0.024847054619757055], [1.5943786176547625, 1.1356508873173718, -0.7394672800092972], [-0.578529885709429, -3.808418023531126, 0.4989263034831825], [-1.1969591318842767, -0.027198215825141845, 0.5624591292824273], [1.5221816333716671, -0.03936381313170735, -0.029387195084933034], [-0.23579780507985074, -0.052154504755313406, -0.6246129749025607], [-1.3480918903823504, -0.42411446055856505, 2.056137502536803], [0.9775885365984809, 0.14013777659827273, -1.5231139627380477], [0.34667951980267575, 0.28823417685290703, -0.35250852972959845], [-1.274277423058977, -0.5045419617597522, -1.4702487194564562], [0.7871591794113922, 0.10194696390194151, 0.6398728216015944], [0.07333832888417087, 0.5867170384709451, 0.6202115130101142], [-1.208190448437416, -1.060353365839105, 1.5836546617335603], [1.6845717269168257, 0.8892470768222052, -1.7337119891485535], [-0.37404620537611466, 0.29078529018426297, 0.05813615651338304], [-0.015228754598768806, 0.18561680309030326, 0.9319564346337376], [-0.006610648849202013, -0.15009852336374027, -0.4488016748971836], [-0.23977299731315685, -0.47843240308544643, -0.6399378678364582], [-2.4562195475210444, 0.3261582999862969, -0.999712929283468], [2.3985885834317697, 0.05992015791491259, 1.2865451429542785], [-0.05988503294808617, -0.5635519060281381, -0.11426455257730526], [-0.2054060359436821, -1.0421490929085726, -0.4453628972807205], [0.22876804165734335, 0.5730226378242989, -0.5883822220834569], [0.4316858422967045, 0.5145157177721925, 1.0828073261140685], [1.9128666656259268, 1.385467456935056, 0.09067488504162091], [-0.7757327241536618, -1.1204257319435988, -0.35189579419718203], [-1.0839955040042462, 0.18955426850738838, 0.34536992227408575], [-1.1788849514234718, 0.1985219760872695, -0.8511560016859984], [-0.8865324806205583, 0.5033711295322049, -0.3610477994425104], [2.110676602262221, -0.5335742645872686, 1.0054369979514772], [-0.4208478386437079, 2.227846553330107, 2.5438931992860523], [0.028085012827117513, -0.3731841259433872, 0.1933057016927632], [0.7220001977405539, -1.4630459330492114, -1.8909590937238188], [-2.6717740970281674, -0.27416337532718255, 3.5996109367872013], [1.2989342824879924, -0.36308244566904824, -0.8845030380928096], [1.068440781040497, 0.6760775559267527, -2.8414493688780653], [-0.7202569586462058, -0.8124101277854966, 0.9780178417485815], [1.1071172722904774, 0.0883293178124344, -0.24283884318306787], [-0.05807761490200568, 0.7663227021767073, -0.800350555841759], [0.1383255884949689, 0.44913557890281747, 0.9608629814071843], [-0.19749077644389632, -1.2663981558091493, -1.2745072530888288], [-0.09703423860346601, 0.6593043001632227, 0.06234204605967255], [-3.429974692678222, 0.7788029064392302, 0.08380686992314137], [-0.14304144052259013, 0.04733327782721291, -0.13095151366924943], [3.4390421378182277, -0.8989823299734785, -0.04563643838040079], [1.1885248034302782, 0.5788334348054597, -0.8182469432606029], [0.187673131395129, -0.20323045620827285, -0.10432245239916534], [-1.1533824909412276, -0.4923826522558901, 0.8202156759691456], [1.0727815331137374, 0.1179110445037666, -1.0584323337027959], [-0.2536126678843322, 0.2039884616652183, 0.46760003677280476], [-0.23729863853894012, -3.879977554712556E-4, 0.27106500633983965], [0.8393002412781673, 1.2347770128340556, 1.0022800873527569], [-0.33921438024814704, -0.9923496954968926, -0.31512429034557765], [-0.3086135958772829, -0.28957109380013984, -0.45994626313717124], [0.22493161472507991, 1.0161826359509674, 1.2697892328533789], [-0.14853914829327353, -0.4670579848156069, -0.34453299405217225], [-0.12427343355657201, -0.3574789293563198, -1.2236150789314377], [0.5423945340347919, -0.9738288642233567, -0.5306168291087972], [-0.280265579440533, 0.39166289398504456, 0.18659770031204848], [-0.4172052494913384, 0.430242683165861, 0.41795631668323174], [0.6850582727536066, 2.337466804738141, -0.7181537970522781], [-0.22739730066798147, -0.37199985082730136, 0.27012270321744697], [-0.5607896092542579, -1.8783357877445954, 0.5843667011845353], [-0.1868362031732155, 1.3205426417097272, 0.7123950370590082], [0.7448791267499605, -1.1637942249350839, -1.2622482060248426], [-0.32830959579402375, -0.010220628155826495, 0.9439683060052418], [-0.6737228822246853, -1.5739150721666293, -1.5771370290002134], [0.9255732307857759, 1.3404554624093472, 1.4541692901981396], [-0.03228006133426306, 0.5071611568169321, 0.20804257666349243], [-0.7512406485196345, -1.5154948804276744, -1.8190916770307], [0.5163847129206106, 1.506175923179529, 0.5847092780214843], [0.4447991632452347, 0.4049110774605256, 1.4201934735209787], [-2.0117629611127588, -0.43139747065547523, -1.4982142640322074], [0.16981707264190052, -0.42847429286069866, -0.5545191522133932], [2.025873657662533, 1.2089840125027536, 2.053674418443296]]
null
[]
null
null
null
-25.68978
null
6.466894
1.915768
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:26:29
10090928987946487412580213599642192392237547297004514099575743666189195234588712188563191766259772485145433227354563742917194009290194295039076096138240210
PO_1009092898794648741258021
null
null
null
[ "water_90k_train_56966" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:54
5810346882420997708266886634481738021018695992494828381838901249197641104594740425529819013753485125994348266294855884697575761567033581730948288005927194
CO_5810346882420997708266886
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
Li27P12S44
Li27P12S44
A44B27C12
[ 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ]
[ "Li", "P", "S" ]
[ 0.3253012048192771, 0.14457831325301204, 0.5301204819277109 ]
3
83
[ [ 12.049483852, 0.014100787, -2.826267705 ], [ -3.571931226, 11.145541253, -3.653909468 ], [ 0.023363077, 0.084157872, 12.436688049 ] ]
[ [ -0.71461, 3.64217, 8.37493 ], [ 4.67038, 7.68145, -0.5374 ], [ 7.65431, 7.42015, -3.26281 ], [ -0.45907, 7.28884, 8.4882 ], [ 0.33513, 1.18982, 2.07202 ], [ 1.64225, 8.14995, -1.73443 ], [ -1.11802, 8.38319, 0.57726 ], [ 9.33563, 7.62356, 3.42671 ], [ 6.58286, 10.32058, -1.60457 ], [ 6.84921, 3.64097, 7.73243 ], [ 5.05893, 3.75161, 1.13098 ], [ 9.32838, 4.24659, -1.17131 ], [ 5.16744, 7.92961, 2.56883 ], [ 1.91085, 4.26236, 3.94016 ], [ 3.50765, 0.44363, 4.10643 ], [ 4.72295, 6.61772, 6.9787 ], [ 6.75136, 9.54605, 5.78763 ], [ 2.4412, 2.16346, 7.53714 ], [ 8.99675, 3.70418, 2.96701 ], [ 1.44163, 9.54516, 5.94329 ], [ 2.5486, 0.32159, 11.35895 ], [ 2.36272, 3.69853, -1.55376 ], [ 8.77502, 0.32436, -1.65965 ], [ -3.28329, 11.05208, 6.4386 ], [ 8.44817, 1.38047, 6.12448 ], [ -0.57105, 7.43198, 3.74647 ], [ 5.60336, 0.12503, 0.90177 ], [ -2.0822, 9.62261, -2.33171 ], [ 3.86034, 9.06957, -3.87989 ], [ 1.07706, 5.68856, 1.05588 ], [ 7.29887, 5.71742, 0.33925 ], [ 2.15955, 9.05009, 1.73955 ], [ 8.48414, 8.8949, 0.37581 ], [ 0.30515, 2.12489, 5.52905 ], [ 6.3659, 2.43104, 4.39531 ], [ 1.0135, 5.51781, 6.63069 ], [ 7.2772, 6.01264, 4.96961 ], [ 4.8118, 2.10886, 9.86193 ], [ 10.68476, 2.07266, 8.27333 ], [ 1.84284, 8.93505, -3.77802 ], [ 7.96503, 9.90274, -4.47121 ], [ -1.13282, 8.02175, -1.59337 ], [ 4.69127, 7.38739, -3.0103 ], [ 4.1208, 1.92251, -0.57426 ], [ 10.63075, 2.08671, -2.04972 ], [ 1.59888, 5.79162, -0.93847 ], [ 7.54243, 5.80302, -1.70253 ], [ 2.51126, 0.23417, 1.62396 ], [ 4.57072, 10.86227, -3.14331 ], [ -0.86241, 6.17604, 1.50728 ], [ 5.41662, 6.07452, 0.99678 ], [ 1.7526, 3.85687, 1.53648 ], [ 7.74148, 3.77474, 0.71112 ], [ 2.81543, 9.49603, -0.14731 ], [ 8.85622, 9.14917, -1.53337 ], [ 5.05744, 2.03635, 2.83152 ], [ 11.05176, 1.41184, 1.40789 ], [ 2.41275, 6.8112, 2.21454 ], [ 8.63707, 6.95261, 1.22095 ], [ 0.27962, 9.66949, 1.99321 ], [ 6.58246, 9.56673, 0.59469 ], [ 2.33885, 2.198, 5.0304 ], [ 8.14887, 1.72718, 3.73007 ], [ -0.33247, 4.11395, 5.53034 ], [ 5.93329, 4.55868, 4.07502 ], [ -2.12797, 9.4597, 4.53097 ], [ 3.20388, 9.79141, 3.21202 ], [ 0.07644, 1.59611, 7.51269 ], [ 5.86835, 1.94372, 6.26657 ], [ 0.00679, 7.27364, 6.10526 ], [ 6.84467, 7.8564, 4.31614 ], [ 2.79259, 5.22682, 5.78421 ], [ 9.21827, 5.47327, 4.54811 ], [ 3.86205, 0.52167, 8.95979 ], [ 9.92424, 0.12629, 7.59816 ], [ 1.02428, 5.37063, 8.58206 ], [ 7.0548, 6.11597, 6.92618 ], [ -1.88417, 9.30689, 7.96698 ], [ 4.14698, 9.39652, 6.52921 ], [ 4.18941, 3.9402, 9.05539 ], [ 9.55733, 3.45133, 7.31692 ], [ 0.713, 2.20946, 10.58578 ], [ 6.89122, 2.05352, 9.63472 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8510432162649816218999521246487583691785606661839120891750832877346928290277674862745480207087971615292091071172766383110725870334538766971708674166825335
1
VASP
DFT-PBE
null
[[-0.163611, 0.061326, 0.335109], [-0.193076, 0.36348, -0.247726], [-0.064678, 0.739668, -0.373109], [-0.218028, 0.163883, 0.195786], [0.053412, 0.051513, 0.110858], [-0.315679, -0.53962, 0.87334], [0.230283, -0.082775, 0.663014], [-0.006583, 0.165368, 0.313085], [0.011496, 0.193963, -0.323735], [-0.073322, 0.038283, 0.313587], [-0.039396, -0.411445, -0.209639], [0.202248, -0.307272, -0.293438], [-0.016545, 0.391698, -0.025301], [-0.134126, -0.168403, -0.633953], [0.244338, -0.275612, -0.348415], [-0.36411, 0.118578, 0.112713], [-0.101322, 0.364476, 0.530399], [0.482637, 0.036209, 0.279863], [0.012627, 0.253505, -0.44191], [0.398617, 0.012143, 0.094007], [0.37923, 0.453023, 0.034116], [0.550419, 0.010932, 0.117721], [-0.26009, 0.508016, -0.405507], [-0.102813, -0.411265, -0.437983], [-0.092148, -0.073923, 0.129112], [0.001077, 0.166996, -0.334811], [-0.061884, 0.251934, -0.012597], [-0.609492, 0.500833, -1.001851], [0.600667, 0.115253, -0.367493], [0.37985, -0.714343, -1.065132], [-0.726107, -1.587665, -1.939033], [0.05507, -0.323186, -0.483627], [-0.706346, 0.561836, 0.907872], [1.184524, -0.642544, 1.243179], [-0.058788, -0.053661, -0.611932], [0.231073, 0.482862, -1.090419], [0.683947, -0.984457, -0.146181], [1.16726, 0.905917, 0.016281], [0.439215, -0.905444, 0.707111], [-0.771478, 0.789827, -0.291666], [0.872021, -0.57978, -0.863167], [0.175881, -0.781089, -0.291926], [0.139062, 0.546547, -0.433072], [0.604186, 0.349961, -0.246838], [-0.907218, 0.191357, -0.881411], [-0.404941, 1.113339, 0.406709], [-0.196491, -0.285652, 0.60979], [-0.28179, -0.419697, 0.2558], [-0.136315, -0.183093, 0.933358], [0.271378, -0.239854, 0.256209], [-0.476294, 0.326082, 0.013162], [-0.087746, -0.332417, 0.802109], [0.401502, 0.16092, 0.658034], [0.357507, -0.456451, 0.202638], [0.169609, 0.100052, -0.885212], [-0.384922, -0.43894, 0.542051], [-0.297646, -0.010286, -0.532597], [-0.383256, 1.241596, 0.080572], [0.990882, -0.086011, 0.370124], [-0.823568, -0.167217, 0.046436], [-0.280109, -0.324218, 0.65902], [-1.246501, -0.430132, 0.322844], [0.031495, 0.003874, 0.718982], [-0.330843, 1.250404, -0.460033], [0.336157, 0.805503, -0.11885], [-0.083631, 0.309335, 0.07357], [1.27037, -0.306043, 0.583216], [0.284527, -0.050454, -0.827734], [0.27135, -0.028233, -0.523492], [0.229965, -0.250615, -0.537238], [-0.217755, -0.062431, -1.37987], [0.556186, 0.86746, 0.453153], [-0.272751, 0.183753, -0.165311], [-0.335646, -0.124967, -0.009148], [0.902687, 1.002303, 0.759693], [-0.463591, -0.293499, 0.756799], [-0.351853, -0.54758, 1.668463], [-0.593082, 0.632125, 0.758775], [0.517324, -0.795845, -0.307134], [-0.203236, -1.178049, 0.302587], [0.235591, 0.021165, 2.98E-4], [-1.328143, -0.830647, 0.085137], [-0.757745, -0.116718, 0.252661]]
null
[]
null
null
null
-357.492682
null
2.609169
0.838047
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:52:57
10611890486853427537949161513465915780994228251138784484355763598175793643703076285922650626559501148710048089657828990158474072246838773379214446873454364
PO_1061189048685342753794916
null
null
[]
[ "lips_20k_train_4324", "lips_20068" ]
[ "DS_tku3ae1rtxiy_0", "DS_4pbhjtu62o2d_0" ]
2023-12-02T01:23:55
10285278449701764874952635584714386243420586182175382325988232784806848992725429147118351323528773873434644328519519462574984673002153806213191337684766202
CO_1028527844970176487495263
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.62098091, 3.9751016900000007, 4.4575283400000005 ], [ 5.108703170000001, 4.116620610000001, 4.27108264 ], [ 4.308172600000001, 2.9090489100000005, 4.127263340000001 ], [ 2.959107070000001, 3.107685730000001, 4.093496480000001 ], [ 2.3883609800000007, 4.40078102, 4.214177240000001 ], [ 3.183909710000001, 5.56412785, 4.1681144 ], [ 4.552656850000001, 5.393669500000001, 4.14625305 ], [ 6.942024250000001, 2.9279899800000004, 4.48972582 ], [ 7.06509984, 4.593668590000001, 3.6405469000000004 ], [ 7.153931620000001, 4.512633170000001, 5.4476850400000005 ], [ 4.7882899100000005, 1.9884957400000007, 3.9585711400000005 ], [ 2.3705601600000006, 2.3136464000000005, 3.8236937000000006 ], [ 1.3113814600000007, 4.45199043, 4.1365508 ], [ 2.7924562100000005, 6.58972754, 4.103899310000001 ], [ 5.25617973, 6.1901362, 3.8374829500000005 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
10308917087887082666594359151265096518297407295287828570629898097636890988955706363604910286422355299186046781772611160523519987526361747359895875864255209
1
i-PI
DFT-PBE-vdW-TS
null
[[0.8641706489427933, 2.055933232411238, 1.3098401422379835], [0.8421624546726814, -1.7397108958462184, 0.3730120955361959], [1.1830371145232637, 3.673581700550608, 0.675814545920096], [0.24899805567288164, 2.2736229571659945, 0.1830457165102554], [0.215673505862168, -0.11594414310203811, -0.49008675329969004], [-0.6782058333448634, -0.3339917479316822, 0.001122552591541826], [1.0511870035166748, -0.30571008248886977, -0.39926475620456625], [0.15859869727518586, 0.08438455600529082, -0.3373066396584207], [0.3174719200582134, -0.7699233359144829, 0.1473278890913198], [-1.8187824889564808, -1.284265869028417, -2.051118295554974], [0.5517849046750956, -1.3443901292687677, 0.030233534749964135], [-1.9174602166022146, -2.068233221073981, -0.3123140371408289], [-0.37258073952995246, 0.24309091204255187, 0.1385967418123667], [-0.27188010533789475, -0.41592956924819896, -0.0038985804930765826], [-0.3741749214275478, 0.0474856357269807, 0.7349958439018365]]
null
[]
null
null
null
-7,381.600795
null
3.9181
1.57146
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:21
11340652016133797932893002270093311028728916465947281822747722684890130661969570814674914614099352589635859014993504154175391044453581847618731604006294216
PO_1134065201613379793289300
null
null
null
[ "toluene_10k_test_1590" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:39
11967203966335783164094291779546537253297382676084483415775787415675311127818162586585506595408360217678781297647500756396338083693889871849608451099745647
CO_1196720396633578316409429
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 3.8848, 4.08849, 4.42414 ], [ 4.04091, 4.90047, 3.80285 ], [ 3.18028, 3.56123, 3.9374 ], [ 6.914957769470215, 2.07253, 0.247229 ], [ 6.9639777694702145, 2.76024, 1.02855 ], [ 7.028607769470215, 2.5447, 11.769722769470215 ], [ 1.97023, 7.880047769470215, 12.302941769470214 ], [ 2.11127, 8.164457769470214, 0.816923 ], [ 2.86061, 7.499787769470215, 11.991052769470215 ], [ 6.720467769470215, 3.4179, 2.54275 ], [ 6.02407, 2.95612, 3.05197 ], [ 6.870677769470215, 4.39928, 2.79772 ], [ 9.140477769470214, 0.490286, 0.820144 ], [ 9.174107769470215, 0.125546, 1.7611 ], [ 8.364867769470216, 1.08485, 0.707341 ], [ 9.944847769470215, 2.52931, 9.605977769470215 ], [ 10.120397769470214, 1.84269, 8.849787769470215 ], [ 10.716447769470214, 2.45002, 10.277907769470215 ], [ 7.6466677694702145, 5.79624, 12.248457769470216 ], [ 6.898057769470215, 6.3867677694702145, 0.135731 ], [ 8.362627769470215, 5.58066, 0.522859 ], [ 3.25533, 12.204195769470214, 2.64374 ], [ 3.98099, 12.424598269470215, 3.33952 ], [ 2.54397, 0.478299, 2.74235 ], [ 10.905247769470215, 12.122941769470215, 8.732217769470214 ], [ 11.255137769470215, 11.583571769470215, 7.974017769470215 ], [ 11.347407769470214, 11.820613769470215, 9.607907769470215 ], [ 1.6881, 12.027170769470215, 6.08704 ], [ 1.82706, 0.485946, 6.581627769470215 ], [ 2.58444, 11.566560769470215, 5.97176 ], [ 11.906565769470214, 9.860397769470215, 0.982103 ], [ 11.752315769470215, 8.894367769470215, 0.753189 ], [ 11.324257769470215, 10.112157769470215, 1.76327 ], [ 10.245647769470215, 9.756607769470214, 3.41608 ], [ 9.761747769470215, 10.608847769470215, 3.61055 ], [ 10.306397769470214, 9.223777769470214, 4.29436 ], [ 5.18729, 12.422394569470216, 0.370372 ], [ 5.74435, 0.792972, 0.310426 ], [ 4.62027, 12.388593069470215, 1.22938 ], [ 12.205242769470216, 2.00388, 10.981107769470215 ], [ 0.604058, 2.45295, 10.695867769470215 ], [ 12.361747969470215, 1.00496, 11.157097769470216 ], [ 9.816137769470215, 5.00951, 1.89881 ], [ 9.242087769470215, 4.77531, 2.6811 ], [ 10.437657769470215, 4.24538, 1.61504 ], [ 4.36379, 8.953307769470214, 3.65794 ], [ 3.53229, 9.048097769470214, 4.21456 ], [ 4.59214, 7.988097769470214, 3.47789 ], [ 0.174637, 5.46192, 11.200167769470214 ], [ 12.096438769470215, 5.8778, 10.392247769470215 ], [ 0.823786, 4.85728, 10.745467769470215 ], [ 1.7308, 2.92415, 3.11723 ], [ 0.812484, 2.64637, 3.36368 ], [ 1.75409, 3.75178, 2.44559 ], [ 2.17254, 9.885487769470215, 1.84733 ], [ 1.23445, 10.238917769470214, 1.75851 ], [ 2.75921, 10.714477769470214, 2.10715 ], [ 4.27578, 11.138647769470214, 5.59979 ], [ 4.69343, 10.654877769470215, 4.82452 ], [ 4.96966, 11.702247769470215, 6.07398 ], [ 0.107382, 8.734977769470214, 10.080797769470214 ], [ 0.756281, 8.122017769470215, 10.586537769470215 ], [ 0.38941, 8.772287769470214, 9.124427769470214 ], [ 0.213171, 11.718872769470215, 11.385337769470215 ], [ 0.0502959, 10.863967769470214, 11.937254769470215 ], [ 1.0213, 11.396037769470215, 10.808727769470215 ], [ 11.021427769470215, 4.76362, 5.10447 ], [ 10.061607769470214, 4.96924, 5.37859 ], [ 11.152997769470215, 3.78214, 4.95276 ], [ 2.88786, 1.73633, 7.688157769470215 ], [ 2.82099, 2.71602, 7.369157769470215 ], [ 3.79281, 1.40541, 8.049377769470215 ], [ 12.300457769470215, 6.7775577694702145, 3.454 ], [ 11.690139769470214, 6.900617769470215, 2.61339 ], [ 11.725184769470214, 6.48883, 4.24296 ], [ 5.58775, 1.50024, 4.65194 ], [ 5.25078, 2.43025, 4.92059 ], [ 5.78526, 0.92573, 5.45326 ], [ 7.045507769470215, 5.88758, 3.61978 ], [ 7.449447769470215, 6.721337769470215, 3.16908 ], [ 6.01936, 5.90563, 3.62994 ], [ 7.354147769470215, 3.83403, 7.595527769470215 ], [ 7.710797769470215, 4.32302, 6.752087769470215 ], [ 7.945337769470215, 3.9723, 8.382637769470215 ], [ 8.365357769470215, 11.681899769470215, 3.45085 ], [ 7.604537769470215, 11.373427769470215, 2.83952 ], [ 8.104737769470216, 0.158881, 3.88197 ], [ 8.429007769470214, 11.095197769470214, 8.603547769470214 ], [ 8.376587769470214, 10.880617769470215, 9.588917769470214 ], [ 9.322827769470216, 11.637317769470215, 8.392237769470215 ], [ 7.887907769470215, 8.241127769470214, 2.82785 ], [ 8.745027769470216, 8.701157769470214, 3.08413 ], [ 7.165627769470214, 8.939087769470214, 2.64223 ], [ 4.16141, 6.106917769470215, 2.4629 ], [ 3.23593, 5.71706, 2.20935 ], [ 4.5606, 6.6732977694702145, 1.68505 ], [ 3.77264, 9.891317769470215, 8.308977769470214 ], [ 3.68229, 10.047937769470215, 7.312687769470215 ], [ 4.74007, 9.608697769470215, 8.522147769470216 ], [ 7.156487769470215, 6.595237769470215, 9.722047769470215 ], [ 6.378117769470215, 5.92751, 9.493647769470215 ], [ 7.353447769470215, 6.62476, 10.692117769470215 ], [ 3.32088, 6.909397769470215, 8.765987769470215 ], [ 2.81729, 7.821237769470215, 8.520737769470214 ], [ 3.17369, 6.158037769470215, 8.100577769470215 ], [ 3.06861, 4.64922, 7.0901277694702145 ], [ 3.46738, 4.27701, 6.234407769470215 ], [ 2.05749, 4.75707, 7.037397769470215 ], [ 6.143297769470215, 0.0772277, 7.365147769470215 ], [ 7.053537769470215, 12.047780769470215, 7.403727769470215 ], [ 5.95282, 0.54062, 8.275667769470214 ], [ 12.159301769470215, 10.249287769470214, 7.071717769470215 ], [ 0.253001, 9.383727769470216, 7.161807769470215 ], [ 0.33521, 10.989667769470215, 6.697387769470215 ], [ 11.637886769470215, 2.12403, 3.77238 ], [ 11.508096769470216, 2.48303, 2.81619 ], [ 11.986598769470215, 1.17193, 3.90188 ], [ 10.806017769470214, 5.00486, 8.875797769470214 ], [ 10.005117769470214, 5.67809, 8.566617769470215 ], [ 10.421847769470215, 4.10153, 9.177517769470215 ], [ 6.284817769470215, 9.397117769470215, 8.943057769470215 ], [ 6.932937769470215, 10.012197769470214, 8.580977769470215 ], [ 6.623467769470214, 8.411017769470215, 8.721537769470215 ], [ 9.758747769470215, 8.806137769470215, 9.995087769470215 ], [ 10.737027769470215, 8.611377769470215, 9.964967769470215 ], [ 9.464167769470215, 9.510787769470214, 10.633467769470215 ], [ 1.04866, 8.053067769470214, 7.047697769470215 ], [ 1.32882, 8.143417769470215, 6.03317 ], [ 0.747731, 7.0754177694702145, 7.174557769470215 ], [ 5.57859, 9.984187769470214, 11.819262769470214 ], [ 5.34455, 10.924477769470215, 12.077753769470215 ], [ 5.93361, 9.918627769470215, 10.905007769470215 ], [ 11.252107769470214, 6.986857769470215, 0.813301 ], [ 11.872753769470215, 6.567477769470215, 0.153641 ], [ 10.475157769470215, 6.325357769470215, 0.970129 ], [ 6.18064, 10.430867769470215, 2.33881 ], [ 6.20002, 10.299637769470214, 1.32859 ], [ 5.38702, 9.895817769470215, 2.68005 ], [ 8.482367769470216, 5.30206, 5.69341 ], [ 8.689937769470214, 6.164777769470215, 6.189067769470215 ], [ 7.864107769470215, 5.59463, 4.91699 ], [ 2.47214, 10.799907769470215, 10.361807769470214 ], [ 3.04639, 10.545337769470216, 9.566297769470214 ], [ 2.53989, 10.019917769470215, 10.975847769470215 ], [ 0.840748, 0.537112, 1.25494 ], [ 0.537202, 0.343138, 2.2183 ], [ 0.539812, 12.212215769470214, 0.703107 ], [ 10.192867769470215, 8.607557769470215, 5.9014 ], [ 10.900937769470215, 9.141557769470214, 6.330347769470215 ], [ 9.618767769470214, 8.163147769470214, 6.612637769470215 ], [ 7.595467769470215, 3.545, 10.449057769470215 ], [ 8.497607769470214, 3.04976, 10.231777769470215 ], [ 7.862987769470215, 4.34878, 11.001367769470214 ], [ 1.50607, 8.646567769470215, 4.43082 ], [ 1.69396, 9.328517769470215, 3.69018 ], [ 0.905657, 7.875697769470215, 4.11068 ], [ 0.413708, 5.40618, 7.116677769470215 ], [ 12.138845769470215, 5.32772, 7.825197769470215 ], [ 12.431592269470215, 5.14942, 6.179757769470215 ], [ 1.65203, 5.32907, 1.7369 ], [ 1.08033, 5.84747, 2.3874 ], [ 1.2948, 5.47877, 0.778298 ], [ 1.89774, 3.57868, 10.137727769470215 ], [ 2.32374, 3.34407, 9.231127769470215 ], [ 2.28852, 2.99239, 10.924217769470214 ], [ 4.02684, 6.3141, 11.153647769470215 ], [ 3.84151, 6.627097769470215, 10.207007769470215 ], [ 4.22212, 5.28273, 11.105617769470214 ], [ 2.67868, 1.56033, 11.716297769470215 ], [ 2.00811, 1.18891, 12.384312869470214 ], [ 3.49849, 0.924387, 11.701061769470215 ], [ 5.58058, 7.4528577694702145, 0.458574 ], [ 5.05349, 6.964907769470215, 12.181963769470215 ], [ 5.60942, 8.477737769470215, 0.156441 ], [ 9.138607769470216, 7.149887769470215, 7.989027769470215 ], [ 8.318497769470214, 6.949747769470215, 8.517147769470215 ], [ 9.612037769470215, 7.995387769470215, 8.416827769470215 ], [ 5.3939, 1.95036, 9.662557769470215 ], [ 6.07505, 2.66941, 9.748597769470216 ], [ 4.51114, 2.21594, 10.103247769470215 ], [ 11.109967769470215, 2.57637, 1.03327 ], [ 10.322197769470215, 1.90608, 0.988493 ], [ 11.616189769470214, 2.48301, 0.149908 ], [ 8.605447769470215, 11.140127769470215, 11.348987769470215 ], [ 9.129857769470215, 11.870502769470216, 11.747624769470216 ], [ 8.248447769470214, 10.546717769470215, 12.062558769470215 ], [ 0.0103976, 12.068013769470214, 3.86247 ], [ 0.50365, 12.322074769470214, 4.75978 ], [ 11.811514769470215, 11.315037769470216, 4.14067 ], [ 5.38947, 4.8502, 8.971647769470215 ], [ 4.67077, 5.08018, 8.251257769470214 ], [ 6.17939, 4.55948, 8.382997769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
9143242579077512502805813548616480451882658782748838633023709901465015613842260205231323626456562185731606958549943130976494758221866689250147272270766606
1
DLPOLY
NPT-PME-SHAKE
null
[[0.8684452909127809, 2.0420181331557137, -1.0315118653005222], [0.3148398214784402, -0.7585865366435797, 1.2345732012981494], [-1.181595211209461, -1.4418755518088924, -0.09475848766636658], [0.5332186785033468, 1.9805190862998752, -0.3798478958843946], [-0.3360969310319108, -1.220744371766118, -1.0759427801281152], [-0.2082797785999622, -0.8026531925559354, 1.5103649007047542], [0.7411324636218091, -0.39452276011122034, -0.4469456889957382], [-0.5650219509360587, 0.8500198607837117, 0.7575024327291838], [-0.2556785363036046, -0.38798778171524323, -0.713114882058167], [2.9351072742505373, 1.823480129676174, -2.381125837578684], [-2.4307994789362946, -1.4163080450917847, 2.0875591703916476], [-0.31403411544926135, -0.47961624455996654, 0.3538341719961215], [2.913472896534857, -1.2703746489671526, 0.45866268410252675], [0.03489335886614873, -0.4132066406134814, 0.5530404344741575], [-2.9097565883163083, 1.9659443932747398, -0.7222560462643514], [0.6416550884368609, -1.136821719544919, -1.217804281950277], [-0.5304130175728908, 1.0171583294739233, 1.3141030644582168], [-0.07308378128507076, -0.045853692804845685, -0.03080650392965987], [2.3477397734309546, -1.4514937217374109, 0.5541852482077594], [-0.7302046961647005, 0.7716261385259309, 0.82634303129331], [-1.334969896602505, 0.5830874585655484, -0.9382745922468357], [1.531556964023361, 0.8565982033362647, 1.5257635127048306], [-0.5772853344157026, -0.6262304579428392, -0.8673264956731245], [-0.4716892767379053, -0.01296466861978828, -0.6024538908923128], [-0.40522243210474007, 1.081120460423269, 2.2641987257876233], [0.9597051584266096, -1.4034332270044214, -1.6775684156298296], [-0.3514257267399001, 0.40247010908687225, -0.5894142890099616], [-0.7092077715506849, 2.0000416295903127, 0.8812854176748833], [-0.07009512361386473, -1.4962065035827468, -0.5406556313561013], [0.6388234090124594, -0.2995587263426844, -0.22915484993399976], [0.6709605854508051, 1.232166490608191, -0.32412625560915365], [-0.09138388900163569, -1.4222879622835911, -0.43974290258849325], [-0.6748416774643416, 0.15225458922869042, 0.8660299073915072], [1.24128163632043, -1.8233543736221038, 0.7268526468613892], [-1.3721286423723316, 1.7267477056024754, -0.13019264092917246], [0.08178740115140509, 3.975673575444092E-4, -0.5722334101746188], [-2.7871531084294716, -2.702519284040429, 0.9362191312251416], [1.9348479565942138, 2.657711101050627, -0.11345754562342913], [0.5637557175640445, 0.14180122564452147, -0.8741433410868445], [-2.113412880542156, -1.3419558622268708, 0.9033057363840885], [1.8114725947203272, 1.0469104773005986, -0.7285048212269282], [0.049750829556315296, 0.2191524735782194, -0.07553125428221046], [0.7935293740123813, 0.13958054718627333, -1.7126543547153317], [-0.7632308378128507, -0.515196535030433, 1.2787179126923416], [-0.33838178844189115, 0.08604749589341437, 0.20340304555144462], [1.1878656682503257, 0.7148494483212, -0.2521543312986871], [-1.0814153366879844, -0.15140074898571237, 0.5043554958864761], [-0.1449767828305693, -0.7906976945879797, -0.1782687467585293], [-2.7371455630662274, 2.6270006053636257, -2.38628183579555], [0.8085940820068237, -0.9368305658328606, 2.775132564226652], [1.8435837526647276, -1.7668205226941978, -0.12448331607439901], [3.2558285762853574, 3.875645475470631, -2.921551638904934], [-2.4844366042049355, -0.5138609190078974, 0.5192901114111911], [-0.47091305833519803, -3.1717281310221974, 2.4633702969403988], [1.8913493711330012, 2.3363480094984848, 1.2621354592177452], [-1.192548997160515, -0.44063186779829766, -0.5671251125299863], [-0.8703489773864596, -2.042785678727106, -0.6273319075198651], [-0.71944171250258, 0.16500061577102337, 0.521120078818691], [0.31408918792811263, -0.7160116077174322, -0.910200637279645], [0.35387623522800005, 0.34410802531772916, 0.7037005236655547], [0.2711647438999641, -1.2182205778534048, 1.3351823809697265], [-0.5964089274656426, 0.6723916026178074, 0.29702756052335333], [0.3216310820397805, 0.39767186516175695, -1.5624756076619262], [1.615666082117836, -2.954343614107574, -0.7324162681500678], [-0.9660449981179956, 1.17800899546064, 0.003932834125162832], [-1.0473094275410961, 1.5931470756080086, 0.49630277201034495], [0.5687209134919767, 1.404963981731548, 0.3294062753138264], [-0.4292292628266839, -0.07719296876219617, 0.011536730307902856], [0.1628762057403736, -1.506895768178688, -0.45610419886455295], [-0.11109766822257261, 0.49760803312327734, -0.320159302565597], [0.9066491128560848, -1.3456938525237072, 0.6580987766104147], [-0.7442893742205292, 0.9689157052833153, -0.4484547616445769], [-1.5770026001148283, 0.2627677086206209, -1.8071144969844566], [1.5487074879491007, -0.1485976899046509, 1.5879216947406216], [0.0885010398724747, -0.30994444184259506, -0.02099458294956055], [-0.5008906997760675, 1.2233462211606676, -0.7420561201568743], [0.1801329718497241, -0.7621250518201671, -0.1312541954821487], [0.26040653029506705, -0.33801622860195696, 0.9842536074641854], [-0.9544711047279073, -0.1706466289571961, -0.24803647099024653], [-0.31463037260217896, 0.05376981958776298, 0.19009371861519167], [0.8225443311772674, 0.27484245801916, -0.2354534936766387], [-0.6732458765023511, 0.5865175633506963, -2.973159321645826], [-0.23752326487000291, -0.7527497211684732, 1.1240466390176804], [1.1554639704568674, -0.00446884979176532, 1.6393992850117862], [-0.9663398743827113, 3.4411929999843887, 0.8661122992890012], [-0.0011350914896975435, -0.38056383810946154, 0.3348992130272865], [0.8464379814505484, -2.7490923882028677, -1.0672222482407163], [3.000738925228052, 2.393037971390064, -2.497068583015474], [0.09037393779498468, 0.08954785061221517, 1.0978546884458806], [-3.364802701760411, -2.201533183119895, 1.2062780891324218], [-1.1839238664175828, -0.08939477513950249, -0.334205820163639], [1.1921543833356751, 0.46595653523858094, 0.16598107935120282], [0.21414261256901407, -0.15801204829726304, 0.05868384581093575], [-0.08343307089345774, 0.5311762267286254, -1.0820354441270188], [0.9395451620345074, 0.6213086261714826, -0.03128281582548876], [-0.5873371459099794, -1.082378020963968, 1.2867402816588698], [0.6176920555130587, -0.5100015090726489, -0.3084869725400815], [-0.13822628457641026, 0.25348214177303896, -0.26675851195029426], [-0.4796465994695696, 0.2756511995392992, 0.2717423544655541], [-2.024230156128309, -0.8122106526652478, -3.8893268668703045], [1.6105968122141217, 1.375116432760406, 0.8539963539417151], [0.5182016710811378, -0.2731057235482981, 2.6854424791808684], [-2.1663821977995292, 4.614640086173252, -0.9745400363912002], [2.283747287572006, -4.202784672678674, 0.7565440848688582], [-0.38747868651704304, -0.12067984590113319, -0.4530860535668753], [0.4148826652651372, -0.1780159337256922, 0.8084162889648628], [0.07248362135806131, 0.08908905783564292, -0.797544894911303], [-0.4630381275010277, 0.277987226654039, -0.1098630906848588], [0.32178502479562476, 0.429381471016265, 1.305321822751612], [-0.6745251191213381, 0.3230178677670755, 0.1772336443410643], [0.2707107211806152, -0.6515594617987799, -1.5975745559944008], [0.4030269048573059, 1.7332566655045072, -0.7276201924327812], [0.18696152558571966, -0.29893861890365003, -0.02489566583927856], [-0.608854440402905, -0.9351133452324578, 0.547901781919922], [-0.3860945026391425, 1.7529570018369058, 0.5559891971213139], [0.19627961555073345, -1.2472528806809213, 0.22468704088199226], [-0.24139525041065857, -0.1914861416828415, -1.0601799092128017], [-5.208729031262088, 3.901304046916548, -1.86284611101571], [4.952360137585796, -3.780153266275002, 1.8407694189029562], [0.38907318655433615, 0.32377283773306065, -0.10634669122812494], [-1.4490132919812735, -7.800864854738748, 0.44201952080872414], [3.387100551071702, 3.6944526836341938, -1.6015683948150345], [-1.7388636509497617, 3.9467193280984123, 1.4961457937635403], [-1.8758293394945125, -1.512706565159849, -1.8574516099376768], [2.25525270028603, 0.2846969626010168, 0.7260157186394756], [0.04343180466008572, 1.5103518914577816, 1.346756274359815], [0.6769795303835299, -1.4306485716714108, -3.0925321718677634], [-0.646299389606132, 0.4637232811749258, 2.9373708832237955], [0.26655383313125636, 0.6881761556114085, 0.31082863699517616], [-0.3858594689105016, -2.2786433263430315, 3.046952106890912], [-0.46728781484545884, 2.0413676708070763, 0.2264450237895763], [1.0029522317796822, -0.024894191457954983, -3.2294284777619935], [-1.8594333518931923, -0.11118439653572425, 1.1626277291231941], [1.419170079425789, -0.5184098190327018, -1.4675904966583582], [0.7602170289308307, 0.8871699337222231, 0.29868754043707596], [0.3383761511015363, -0.39821695260991513, -1.0415289854695384], [0.1403060295257869, 0.5097976975367424, -4.970529719191067E-4], [-0.5220003711971802, -0.10295821603328979, 0.8799758201462933], [-0.7230235918357435, 1.434325852149041, -0.5259812007708412], [0.44547130767216003, -0.22629671837408696, 0.6632677840742532], [0.4559827792261406, -1.0565329836447748, 0.1649845710330903], [-0.26109862223401725, 0.7903898090762914, -0.10344432822850481], [0.35572658378909056, 0.33918445898010974, -1.2468149026995055], [-0.2509019744567772, -1.125568720913492, 1.6496202167167089], [0.25130396018823514, 0.9026162462945329, 2.9423837797239614], [0.3749238959052094, 0.5149190044283477, -0.8004459569862258], [-0.5839764237753529, -1.3503338172773207, -2.040426668609381], [-2.078470043173354, -1.5413052264216072, -1.5299741723083433], [2.3483251895447284, 1.892494184866603, 1.3237645985433113], [-0.12948103511976314, -0.26051580796963814, 0.0289805693887215], [3.3232815218390566, -1.6925290496484902, -0.28879530903899825], [-2.4770430155087566, 0.6936573850025932, 0.032213150440666555], [-0.6979157451783394, 0.967484688116313, 0.476858284201744], [0.2750848636544189, 0.12509821981464425, 0.04169658793470399], [-0.2769152647034846, -0.5941062907514661, 0.0795424387654745], [0.14732928832480793, 0.44538024294335077, -0.35450848463087564], [-0.8049688385170846, -0.7712055062071455, -4.238026722727848], [-0.6940866901526939, -0.2860360477560784, 0.9954805876016672], [1.3132227720797276, 0.8780677972569568, 3.186510971998897], [-0.07881218636873756, -0.27851063202390924, -1.8817008462948797], [-0.6479949281282469, 0.555373426097937, 0.8138498177838142], [0.6405926666007531, -0.29959601951733955, 1.12901617136127], [1.6046862776728366, -1.6019413265615867, 1.1456029612515242], [-0.5255085314641647, 0.18657515095062904, 1.2004716285669186], [-0.9921242018826982, 1.3255468653785776, -2.3406844251560677], [1.0190880344415476, -3.9556653536000055, 1.2939994414696632], [-0.42258674132239865, 0.5796139896238246, -1.1308418023531126], [-0.5913526668089011, 3.1800150213438383, 0.25101472126387436], [2.101769604501546, -1.2823691746760264, 0.07038566346292277], [-0.5013373505887985, 0.10871003776150755, 0.2974581665981513], [-1.433536624499361, 1.1877008844553374, -0.12257139041097079], [0.34992879605490246, 4.845424127469806, -0.8222147635872912], [-0.5537602794733163, -0.6896592097663019, -0.48759524936991877], [0.034528622945189436, -3.924972203575635, 1.3394450775611304], [3.53334616912368, 3.151589816708383, -0.6343569008851492], [-2.065833727947158, -0.6286805327893733, 1.60749627501895], [-1.7011411711444493, -2.8611366959634905, -0.859516611073818], [-2.5369115700773444, -1.873227490099963, -0.17684206600718458], [1.7118260993247334, 1.7562743598149564, 0.20747407257078332], [0.7353260030563058, -0.1816854086551387, -0.2303690463181229], [-1.7197400578998217, -0.934124642462529, -0.3015946734939195], [1.1484649955855288, 0.8683325441056836, 0.28583223622017195], [0.38169043889730153, 0.21955532659280882, 0.1915576925411916], [-0.9348011233051119, -2.1712303105047064, -2.823206068206615], [1.5999162204494954, 2.6500009540114444, 1.4383327002166473], [-0.7817213141767836, -0.9715002090152347, 1.2338750383772785], [0.5353868863321382, -0.34349398886061544, 4.080142165050918], [-0.6289927547167192, -0.662439528683655, -2.937670095904169], [0.4909126073479696, 0.5747268491777289, -1.1504770924506473], [-1.8239137712419322, 0.6850973004945249, -3.56543998140545], [0.863506113478794, -0.45855861012674476, 2.505051924241084], [0.2580796096532082, -0.6828206822742939, 0.9926358989302929]]
null
[]
null
null
null
-25.854082
null
7.946604
2.070137
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:22
1157407112400380894226496033277121024746811517505380521980906521956454588913624937675867188827127351676088497563833915463512545867752411126278362303805312
PO_1157407112400380894226496
null
null
null
[ "water_90k_train_61062" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:31
725416458089031306216183299265571304076704147958595686883167069865788787261290639890963894776541591185996346649430155925819823096177581146960528395008348
CO_7254164580890313062161832
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
Li27P12S44
Li27P12S44
A44B27C12
[ 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ]
[ "Li", "P", "S" ]
[ 0.3253012048192771, 0.14457831325301204, 0.5301204819277109 ]
3
83
[ [ 12.049483852, 0.014100787, -2.826267705 ], [ -3.571931226, 11.145541253, -3.653909468 ], [ 0.023363077, 0.084157872, 12.436688049 ] ]
[ [ 10.6498, 3.91605, 5.75253 ], [ 5.60383, 8.59237, -1.30754 ], [ 8.23646, 7.31964, -3.54429 ], [ -0.0709, 8.1565, 8.42653 ], [ 0.62435, 2.23971, 2.29347 ], [ 2.2576, 7.35717, -1.85155 ], [ -0.68081, 7.55886, 0.89715 ], [ 9.20336, 7.64812, 3.40636 ], [ 7.54662, 10.9917, -2.31113 ], [ 6.05104, 3.355, 7.42919 ], [ 5.01696, 4.01347, 1.11171 ], [ 8.45701, 3.48143, -2.06454 ], [ 5.13771, 7.80343, 1.74717 ], [ 2.54164, 4.17203, 4.15172 ], [ 0.45797, 10.36727, -0.36934 ], [ 5.29521, 7.00486, 7.25211 ], [ 7.32216, 9.27468, 5.63048 ], [ 2.72611, 1.8559, 7.49026 ], [ 9.20369, 3.87178, 2.50642 ], [ 2.91112, 8.12042, 5.61881 ], [ 2.40071, 0.8392, -0.48279 ], [ 2.24908, 3.64431, -1.73878 ], [ 9.13951, 0.36568, -2.02742 ], [ 11.2496, 0.1453, 5.76669 ], [ 8.03442, 0.60864, 6.36633 ], [ -0.27307, 7.71017, 3.62958 ], [ 6.23037, 0.77207, 0.49598 ], [ -2.51092, 9.61421, -2.25446 ], [ 3.87468, 9.20655, -3.93 ], [ 1.16793, 5.58408, 1.52854 ], [ 7.23633, 5.55051, -0.34612 ], [ 2.25034, 9.22927, 1.73465 ], [ 8.49699, 8.71242, 0.46538 ], [ 0.45608, 2.59657, 5.64949 ], [ 6.35505, 2.21274, 4.05316 ], [ 1.23541, 6.03631, 6.79556 ], [ 7.24951, 5.79573, 4.78927 ], [ 4.93872, 1.90854, 9.73168 ], [ 10.58256, 2.01136, 8.565 ], [ 1.862, 9.35862, -3.44949 ], [ 7.5967, 9.50073, -4.5319 ], [ -1.65904, 7.85793, -1.75799 ], [ 4.4917, 7.34326, -3.05915 ], [ 4.40428, 2.29052, -0.63502 ], [ 10.35737, 2.10751, -1.86568 ], [ 0.93336, 6.04659, -0.44108 ], [ 7.37592, 5.66741, -2.34406 ], [ 1.86934, 0.16156, 2.12833 ], [ 4.80967, 10.70996, -2.82348 ], [ -0.70615, 5.60572, 2.33215 ], [ 5.27933, 6.17528, 0.05427 ], [ 2.10807, 3.82931, 1.97862 ], [ 7.68618, 3.64487, 0.38505 ], [ 2.64749, 9.35762, -0.26212 ], [ 8.99824, 9.15243, -1.46431 ], [ 5.05745, 1.50758, 2.66965 ], [ 10.95073, 2.2874, 1.44375 ], [ 2.41927, 7.00301, 2.6464 ], [ 8.64304, 6.76965, 0.97135 ], [ 0.23153, 9.6477, 2.01581 ], [ 6.63663, 9.57569, 0.69192 ], [ 2.31583, 1.97487, 5.32603 ], [ 8.19401, 1.7973, 3.58927 ], [ 0.09054, 4.75905, 5.40296 ], [ 5.88717, 4.44074, 3.88978 ], [ -2.18439, 9.28683, 4.59523 ], [ 3.6452, 9.67457, 3.10047 ], [ 0.3709, 2.24258, 7.67561 ], [ 5.837, 1.55322, 5.86279 ], [ 0.62231, 7.9055, 6.38829 ], [ 6.53143, 7.52917, 3.97829 ], [ 3.206, 5.71258, 6.28256 ], [ 9.19968, 5.57175, 4.29839 ], [ 4.07678, 0.29026, 8.85455 ], [ 9.87068, 0.18384, 7.83957 ], [ 0.55524, 5.62765, 8.66936 ], [ 7.17781, 5.658, 6.87851 ], [ -2.19486, 9.6053, 8.04404 ], [ 4.64904, 9.20271, 6.62762 ], [ 3.84336, 3.40952, 8.72003 ], [ 9.30873, 3.3718, 7.77014 ], [ 0.38559, 2.16636, 11.0222 ], [ 6.88474, 2.06865, 9.54574 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
12030049478464002021671288610209337161992953356142239756043471390068476706196720279424390885566503056434281563819407550170073008907294899379170121415266230
1
VASP
DFT-PBE
null
[[0.074512, 0.088843, 0.108755], [-0.267795, -0.01514, -0.095457], [0.419924, 0.615581, -0.366077], [-0.707248, -0.089769, 1.012418], [-1.067999, -0.598878, -0.02791], [0.338946, 0.204008, -0.2757], [-0.466275, 0.266388, -0.613472], [-0.158838, 0.643875, 0.204473], [-0.094742, -0.238262, -0.219203], [0.049942, 0.204134, 0.212394], [0.065573, -0.354675, 0.052716], [0.027455, 0.320585, -0.038964], [0.024662, 0.189958, 0.4605], [0.263202, 0.23415, 0.960449], [-0.238207, 0.326471, -0.039431], [-0.204317, -0.288163, -0.094312], [-0.007881, 0.112866, -0.619405], [0.260727, -0.419311, 0.763566], [-0.16137, -0.241564, -0.16797], [-0.313512, -0.115067, -0.492615], [-0.100604, -0.395069, 0.060199], [0.192838, 0.234533, -0.165916], [-0.888882, -1.210724, 0.041613], [0.285246, 0.111655, 0.092752], [-0.040677, 0.791421, -0.151592], [0.163165, 0.126774, 0.278473], [-0.290464, 0.138128, 0.183512], [0.349242, -0.670981, -1.497401], [0.404882, -1.15234, 2.132118], [-0.253477, 0.39765, 0.326926], [-0.637435, -0.445662, 0.624289], [-0.932268, -1.266258, -0.26673], [-0.462469, 1.475437, -1.51694], [-0.531514, 0.515662, 0.7686], [-0.7985, 0.071681, 0.140939], [0.098132, -1.027523, 0.219744], [-0.238247, 0.059724, 0.965403], [-2.42934, 0.574962, 0.245696], [-2.400733, 0.212282, 0.006718], [0.60977, 0.786058, -0.176248], [-0.541751, 0.345593, 0.12182], [0.886915, -0.294817, 0.80143], [-0.518812, 0.925352, -0.034223], [-0.397144, -0.861897, -0.601064], [0.639667, 0.513248, 1.106938], [0.265619, -0.516145, 0.408856], [0.356303, -0.592119, 0.628414], [0.711788, 0.200323, 0.080507], [-0.230068, -0.007055, -0.548897], [0.160572, 0.561808, -0.202302], [0.577303, -0.280027, 0.188824], [1.013267, 0.37436, -0.925404], [-0.145111, 1.237025, -0.10351], [0.41234, -0.187911, 1.032419], [0.041665, -0.527726, 0.22154], [-0.307736, 0.685972, -0.328511], [0.977308, -0.467375, 0.610371], [-0.381107, 0.176737, -1.058085], [-0.731276, -1.774255, -0.718578], [0.751772, -0.290137, -0.113819], [-0.07665, -0.060522, 0.328608], [0.18152, 0.130826, -2.017347], [1.586339, 0.075599, -0.022274], [0.587682, 0.107225, 0.179653], [-0.111477, -0.497368, -0.295013], [0.465022, 0.66265, 0.757953], [0.084625, -0.374793, 0.171902], [-1.454186, -0.196076, 0.072114], [-0.266264, 0.202702, 0.398921], [0.087449, 0.033647, -2.13912], [0.168426, 0.047928, 0.328964], [-0.624676, 0.026222, -0.184531], [0.401542, -0.885994, -0.03723], [0.346124, -0.349836, 0.731344], [0.349597, -0.542545, 0.349106], [0.456863, 0.160619, 0.168288], [-0.34126, -0.062858, -0.876754], [-0.325728, 0.596796, 0.739563], [-0.378936, 0.727944, -0.600509], [0.881429, 0.726087, 0.509248], [0.372142, 0.369365, -0.537271], [3.317797, 0.208609, -1.124951], [0.821713, -0.4916, -0.512584]]
null
[]
null
null
null
-356.512414
null
3.509531
0.962987
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:22
11855118290665874124028414149654108301235319456877182287470085763906894956352449687555851121372209155743062668021214261749811103935313227942479576859890321
PO_1185511829066587412402841
null
null
[]
[ "lips_20298", "lips_20k_train_18901" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:31
6541225214791762412733415096324363448101968767117403132692408375036179358177697877095693943915545876405950509618007819640544377337280346784927201922473689
CO_6541225214791762412733415
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.3560024299999998, 2.25220251, 4.2193741099999995 ], [ 3.3216230199999996, 3.0778065, 2.9563096499999997 ], [ 3.9683002999999997, 4.53255563, 3.11076774 ], [ 3.6519986999999996, 5.525329409999999, 2.49238613 ], [ 3.7865713299999997, 2.6476722099999996, 5.2879786 ], [ 2.809031, 1.3075964999999998, 4.2321178 ], [ 3.8794641899999998, 2.58553374, 2.1874070999999997 ], [ 2.29340487, 3.1821004499999996, 2.5770108799999996 ], [ 4.8974518499999995, 4.48315572, 3.74246796 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
12840188286173638991435682369702602849509648810490962969655837930887607661043211199275087741535245655563378079421997892264407054677862459706172271684003799
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.5183981584831172, 0.9516929158885801, 0.6190381445266858], [-0.21084438080914633, 1.9368788382049842, 0.7170963813211949], [0.5757523553131241, -1.4740283371425598, -0.2909268668173737], [-0.34311656942327734, -0.325351530340204, 0.2367699305617556], [0.47517155848881193, 0.1513642000741718, 0.0252735790417858], [-0.20596921789256306, -0.8603253960039189, -0.5224419247499832], [0.6166165565988815, -0.5353555256300235, -0.8950553065850169], [-0.07181225089465781, -0.15350048345039716, 0.047330816991917074], [-0.31739989289805676, 0.30862531839936447, 0.06291524570903313]]
null
[]
null
null
null
-7,263.926393
null
2.076098
0.980378
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:44:25
12006304389202752935250224752444205631897086877337192607634508276487083967755526889467131818244008514224669747720847116763162709990956246198426686101419639
PO_1200630438920275293525022
null
null
null
[ "malonaldehyde_10k_test_3501" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
5154922498955681560301565365842025811448507236552124426016462320848662370104836771509875166023052379501673007737464714385940833819527619640755388784973846
CO_5154922498955681560301565
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 8.225607769470216, 10.987667769470216, 11.474013769470215 ], [ 8.827797769470216, 11.539192769470215, 10.812667769470215 ], [ 7.242917769470215, 11.140527769470214, 11.320047769470214 ], [ 7.743857769470215, 8.805807769470215, 5.97619 ], [ 8.321707769470216, 9.531117769470214, 5.51323 ], [ 7.132787769470215, 8.378327769470214, 5.30419 ], [ 8.284297769470214, 0.699687, 6.27808 ], [ 8.830337769470216, 0.121692, 6.926067769470214 ], [ 8.717257769470216, 0.834371, 5.34687 ], [ 9.110377769470215, 4.54289, 11.165687769470214 ], [ 10.025687769470215, 4.76358, 10.794617769470214 ], [ 9.285537769470215, 3.68568, 11.727523769470215 ], [ 8.852917769470215, 6.312277769470215, 6.842867769470215 ], [ 8.678157769470214, 7.157627769470215, 6.265537769470215 ], [ 8.094817769470215, 5.9916, 7.4536777694702145 ], [ 0.0504693, 10.264477769470215, 4.44269 ], [ 0.18767, 10.813087769470215, 5.26458 ], [ 12.135413769470215, 10.837657769470216, 3.64566 ], [ 1.40798, 7.061677769470215, 11.074317769470214 ], [ 0.777526, 6.23055, 11.127587769470214 ], [ 1.59567, 7.4502077694702145, 11.995870769470216 ], [ 3.87163, 5.76979, 6.441547769470215 ], [ 3.62836, 6.13893, 7.365337769470215 ], [ 3.75401, 6.50772, 5.72241 ], [ 5.75469, 8.057037769470215, 9.642217769470214 ], [ 6.176687769470215, 8.868047769470214, 9.110907769470215 ], [ 6.248577769470215, 7.188877769470215, 9.507567769470215 ], [ 0.7571, 3.79282, 1.15712 ], [ 1.0269, 3.60766, 0.203703 ], [ 1.55349, 3.6671, 1.73215 ], [ 6.18886, 3.14545, 0.367158 ], [ 6.530247769470215, 4.09815, 0.42539 ], [ 5.82979, 2.92511, 1.29745 ], [ 10.891767769470215, 2.99971, 2.40402 ], [ 10.631217769470215, 3.5948, 3.19703 ], [ 11.802868769470216, 3.22954, 1.97803 ], [ 9.272217769470215, 2.43032, 0.259457 ], [ 8.837927769470214, 1.49627, 0.413004 ], [ 9.786697769470216, 2.7303, 1.08983 ], [ 7.3916477694702145, 5.6864, 0.423049 ], [ 7.166807769470215, 6.672537769470215, 0.268867 ], [ 8.109827769470215, 5.44616, 12.192913769470215 ], [ 10.262047769470215, 0.913716, 10.593327769470214 ], [ 10.665527769470215, 1.20099, 9.713867769470214 ], [ 10.039827769470214, 1.6992, 11.205467769470214 ], [ 11.486507769470215, 9.088927769470214, 8.599017769470215 ], [ 11.183777769470215, 8.845667769470214, 7.673387769470215 ], [ 12.412251069470216, 9.567817769470215, 8.625907769470215 ], [ 11.062987769470215, 9.155407769470216, 11.642469769470214 ], [ 11.426447769470215, 9.395187769470215, 10.693617769470215 ], [ 11.451582769470214, 9.824327769470216, 12.264080769470215 ], [ 7.097347769470215, 10.015607769470215, 8.194977769470215 ], [ 7.844157769470215, 10.651427769470216, 8.047437769470214 ], [ 7.235497769470215, 9.370527769470215, 7.393027769470215 ], [ 2.48516, 7.682507769470215, 1.18968 ], [ 2.43693, 8.589097769470214, 1.66749 ], [ 3.29245, 7.604277769470215, 0.531892 ], [ 7.106237769470215, 4.74514, 2.99949 ], [ 7.335007769470215, 4.96044, 2.02062 ], [ 6.631657769470215, 3.86008, 3.14393 ], [ 10.926137769470214, 8.508657769470215, 6.0027 ], [ 11.788364769470215, 8.895737769470214, 5.67173 ], [ 10.370127769470216, 8.242057769470215, 5.22462 ], [ 0.807783, 6.061667769470215, 2.46569 ], [ 1.47066, 6.679717769470215, 2.07889 ], [ 0.728186, 5.19028, 2.03175 ], [ 0.451655, 11.691837769470215, 6.830757769470215 ], [ 12.175773769470215, 12.346425469470216, 6.50543 ], [ 0.456677, 11.587838769470215, 7.843637769470215 ], [ 10.667337769470215, 7.362617769470215, 3.16959 ], [ 10.394197769470214, 6.570477769470215, 3.67211 ], [ 11.494687769470215, 7.110437769470215, 2.70134 ], [ 5.533, 1.42028, 6.16671 ], [ 4.95961, 0.686102, 6.59589 ], [ 6.462767769470215, 1.00492, 6.1275 ], [ 12.193340769470215, 1.05488, 4.77789 ], [ 12.386471569470215, 2.03874, 4.80444 ], [ 12.263419769470215, 0.786046, 3.79098 ], [ 2.79167, 2.93835, 2.75417 ], [ 3.69238, 2.63004, 2.3618 ], [ 2.86553, 3.11921, 3.74375 ], [ 7.273917769470215, 2.10186, 10.382727769470215 ], [ 7.178957769470215, 2.71838, 11.202007769470216 ], [ 7.6676677694702144, 2.55121, 9.572327769470215 ], [ 5.77545, 11.838542769470214, 2.50917 ], [ 5.906437769470215, 10.872617769470216, 2.20772 ], [ 4.76197, 12.141312769470215, 2.55433 ], [ 0.539034, 4.87652, 7.2261777694702145 ], [ 1.44873, 5.32905, 7.264597769470215 ], [ 12.215951769470214, 5.4073, 7.634357769470215 ], [ 5.63849, 2.30861, 3.08548 ], [ 5.74131, 1.30159, 3.03897 ], [ 5.20778, 2.58881, 3.96307 ], [ 3.37367, 7.078347769470215, 3.80397 ], [ 2.73563, 6.349937769470215, 3.39541 ], [ 2.95423, 7.997337769470215, 3.72521 ], [ 4.5787, 4.96915, 10.714927769470215 ], [ 5.42553, 4.50752, 10.885507769470214 ], [ 4.30373, 4.85391, 9.728667769470215 ], [ 2.39276, 2.3065, 8.227057769470214 ], [ 2.48493, 1.4907, 7.653767769470215 ], [ 2.70319, 3.14533, 7.748627769470215 ], [ 10.918277769470215, 6.689547769470215, 0.122169 ], [ 10.089617769470214, 6.6939177694702146, 0.717095 ], [ 10.963027769470214, 7.555607769470215, 12.057281769470215 ], [ 0.0603905, 3.84841, 4.76563 ], [ 0.65628, 4.26744, 4.10575 ], [ 0.111554, 4.29409, 5.70935 ], [ 11.623877769470216, 1.96934, 8.434447769470214 ], [ 0.108953, 2.14071, 8.743587769470215 ], [ 11.294967769470215, 2.67709, 7.8046777694702145 ], [ 3.09147, 12.295258769470214, 6.935837769470215 ], [ 3.67548, 11.637008769470215, 6.440607769470215 ], [ 2.19758, 12.288610769470214, 6.434947769470215 ], [ 9.370837769470215, 0.739907, 3.87767 ], [ 8.928147769470215, 0.706251, 2.9406 ], [ 10.298347769470215, 1.06773, 3.7764 ], [ 2.41583, 0.492676, 11.780123769470215 ], [ 2.16291, 1.4383, 11.568071769470215 ], [ 3.02618, 0.128498, 11.057577769470214 ], [ 7.752247769470215, 8.261467769470215, 0.143911 ], [ 6.911207769470215, 8.794047769470215, 0.410101 ], [ 8.201237769470215, 8.629977769470216, 11.799043769470215 ], [ 11.123647769470216, 6.283837769470215, 8.448697769470215 ], [ 11.195427769470214, 7.280997769470215, 8.672577769470214 ], [ 10.224637769470215, 6.22278, 7.916827769470215 ], [ 2.14632, 9.561207769470215, 2.8438 ], [ 2.42791, 10.519297769470215, 2.78459 ], [ 1.31581, 9.569347769470214, 3.42658 ], [ 4.85186, 7.388507769470215, 12.261224769470214 ], [ 4.42, 6.520647769470215, 11.891041769470215 ], [ 5.09987, 8.065977769470216, 11.551632769470215 ], [ 3.13982, 12.389848469470214, 1.90263 ], [ 3.22693, 0.0365096, 0.904666 ], [ 2.49861, 0.59759, 2.26638 ], [ 1.25913, 2.93003, 10.682897769470214 ], [ 0.482558, 3.63534, 10.587737769470214 ], [ 1.69963, 2.77881, 9.779107769470215 ], [ 9.436107769470215, 9.349947769470216, 1.84978 ], [ 10.067147769470214, 8.700487769470215, 2.33181 ], [ 8.775217769470215, 8.823677769470216, 1.19649 ], [ 12.174739769470214, 11.860457769470214, 11.927663769470215 ], [ 11.595885769470215, 0.120407, 11.487447769470215 ], [ 0.707719, 12.175805769470214, 11.923588769470214 ], [ 11.635826769470215, 11.808375769470215, 2.08051 ], [ 11.876500769470216, 11.823132769470215, 1.07156 ], [ 10.803417769470215, 11.260737769470214, 2.18753 ], [ 1.04615, 10.900817769470216, 9.468407769470215 ], [ 2.03655, 10.953907769470215, 9.468147769470214 ], [ 0.632798, 10.875027769470215, 10.431907769470214 ], [ 5.50255, 9.107607769470215, 1.86353 ], [ 5.81625, 8.795317769470214, 2.79836 ], [ 5.33715, 8.333337769470216, 1.18909 ], [ 6.19851, 12.011134769470214, 9.896557769470215 ], [ 6.724617769470215, 11.453425769470215, 9.201897769470214 ], [ 6.623357769470215, 0.45597, 10.091377769470215 ], [ 8.743807769470216, 10.577317769470215, 4.16311 ], [ 9.031807769470214, 11.583025769470215, 4.25274 ], [ 8.862047769470214, 10.231877769470215, 3.21345 ], [ 6.311, 7.121347769470215, 3.80813 ], [ 5.35311, 6.965587769470215, 3.77619 ], [ 6.757577769470215, 6.2741777694702145, 3.5193 ], [ 11.896475769470214, 4.94538, 10.712007769470215 ], [ 11.753588769470214, 5.51211, 9.931107769470215 ], [ 11.441537769470216, 5.26137, 11.571502769470214 ], [ 8.293297769470215, 12.301335769470215, 1.36571 ], [ 8.378487769470215, 11.497709769470214, 0.695279 ], [ 7.278527769470215, 12.324259769470215, 1.53669 ], [ 9.672827769470215, 11.375307769470215, 8.087887769470214 ], [ 10.275237769470214, 10.602747769470215, 7.823857769470215 ], [ 10.211737769470215, 12.075667769470215, 8.577477769470214 ], [ 3.68379, 3.10989, 5.32661 ], [ 4.38514, 2.51529, 5.78172 ], [ 3.85742, 4.07744, 5.56782 ], [ 7.409687769470215, 5.59297, 9.180227769470214 ], [ 7.447407769470215, 4.79045, 8.546797769470215 ], [ 7.936017769470215, 5.26478, 9.990537769470215 ], [ 3.47184, 11.668822769470214, 9.609047769470216 ], [ 3.23777, 11.916965769470215, 8.671187769470215 ], [ 4.47256, 11.583142769470214, 9.737697769470214 ], [ 7.548917769470215, 3.40927, 7.583607769470214 ], [ 8.341777769470216, 3.17272, 7.028867769470215 ], [ 6.759177769470215, 2.94983, 7.202067769470215 ], [ 3.22413, 6.660297769470215, 8.787097769470215 ], [ 4.00596, 7.295227769470215, 9.012897769470214 ], [ 2.51117, 6.659087769470215, 9.511557769470215 ], [ 5.24704, 10.905737769470214, 5.5203 ], [ 5.51385, 11.412267769470215, 4.68379 ], [ 5.98613, 10.420527769470215, 6.01542 ], [ 9.583647769470215, 5.2603, 4.46869 ], [ 8.632857769470215, 5.0907, 4.09377 ], [ 9.614067769470214, 5.56436, 5.44376 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3026899264040487581338259940967591115896602636222327372754932332837598769370879032775866405466000861563717113150884051836605019885714062801391467768800456
1
DLPOLY
NPT-PME-SHAKE
null
[[2.7827906742779436, 1.0708474917304553, -1.6094216435709168], [-1.7827872051454174, -1.5754414904780984, 2.0762107706157535], [-0.922589776813359, 0.3821852239238317, -0.5557290121818589], [1.3254558006497685, 1.2629723874396588, 0.09973409099187704], [-0.6685148470199284, -0.8331208489661117, 0.23002993861369997], [-0.8254844209931086, -0.7745098549382234, -1.0362168762889996], [-0.10400892954712208, 0.13385084117790924, -0.0269300952450335], [-0.06806828293551057, 0.23489496333994203, -0.7097064593513068], [-0.0961248922400709, -0.4472449016761114, 0.9493454614206444], [0.9268307913264748, -1.4892335472053535, 0.4948934369216305], [0.13441023879773742, 0.699862795808594, -0.6127875694043325], [-1.3220907420994843, 0.9419128449835477, -0.2855880960186501], [0.5210593689994848, 0.46034954979332643, -0.6411433913892661], [-0.5122911365398526, -1.1686423376402613, 1.5396487156404104], [0.051315841967136906, 0.9496967110889087, -0.4542915771196833], [-0.9354732677320373, 0.03315900942389851, -3.604341966269624], [0.3246253770513414, 1.2931755224947226, 1.7337293348111837], [0.7627234771809135, -1.1884640936110722, 1.8367885893292952], [-1.3365570247331804, -2.121452595171314, -0.23496000957480578], [1.4791296987231857, 2.0565668076869037, -0.02871747905077596], [-0.06866107095590213, -0.07318091699580061, 0.15668467146447695], [-0.31772006875820663, 1.0972042260972432, -1.8082246193927978], [0.05201443852957349, -0.06513296317689281, 0.21237292133915453], [0.2832858929460394, -1.412570054794948, 1.0128652779729164], [0.26203398709135783, 3.4031713074987033, -1.4044696303465836], [-1.022661240943396, -2.6212028176294377, 1.6250674312634754], [0.7961919332261372, -0.8162868833833756, -0.2613137084506334], [-2.0488609970633793, 0.23547560939649234, -1.1153781441181725], [-0.08981584109985379, -0.18979884235047603, -1.0599457427672925], [2.3097874635957902, -0.7654294005512451, 1.9031010575650504], [-0.3747820951132065, 0.33075706879116346, 1.1059030759063542], [0.3822966698062316, 0.522013380444153, -0.6126444676876324], [0.11053133233769229, -0.6724306303587256, -0.5530924714620485], [0.0011675842522198112, 0.12779503671209497, -0.09324160946934414], [0.6125013659709321, -0.16008181949062728, -0.490960307920203], [-0.7799433837571746, 0.13825533856131605, 0.5339255142555328], [-0.5521861605896138, -1.8524473862688267, 0.15692404160877552], [0.7519648299344507, 1.7387292220643764, -0.1178663794224935], [0.1611685252544175, -0.14558778379672271, 0.24208127136768814], [-0.5915217870195468, -0.05006088327583246, 0.26615791838171904], [-0.042431003290472204, -0.030680704511433392, 0.41813150787579806], [0.6033168376081719, -0.7743710896371807, -0.36862221667161016], [-0.1875599509464661, -0.6910208442827829, 0.6817148962816103], [0.5101576200363218, 0.7856717888408413, -0.7526499836083488], [-0.1778030157169049, -0.11783168809723285, -0.03148367859874799], [2.1457668777633807, 1.2788523415777266, 1.9619982550263395], [-0.2262837091271142, -0.383040365091507, -1.8623257411368], [-1.8457736425718068, -0.957216055839157, -0.14285020459209072], [0.8754095744588587, -0.2234247102840699, -4.155777926950477], [-1.4107314145561334, -1.1366092351776975, 1.9706407314319019], [0.38048534898605935, 1.342129318853174, 1.735485583152505], [-0.8341268973986709, -2.0476641463418863, -1.6731929722313286], [1.9030273384988716, 1.8997186533521362, 0.569497131894684], [-0.7028419133653534, 0.22537306183902184, 1.2441133157448314], [1.3354859300657573, -0.9388253170353487, -2.6833436540025986], [0.15295231850799548, -0.060226308860337925, 0.23092931122108262], [-1.3655893275606967, 0.4311437903395066, 1.7310234114408523], [0.7670295379288932, 0.6291662113430226, 0.13919503983431422], [-0.306602366295296, -0.2653834345452748, 0.34103090476710846], [-0.13016055145330635, -0.5280496710395082, -0.47506734453516225], [-0.017185865713349048, 0.011174552872181547, 2.267741577379868], [1.2386320863536469, 0.6996763299353179, -0.7180714051547841], [-1.1650170941505222, -0.562836397444637, -1.7132180887508173], [-2.339877851843757, 1.82250009973756, 4.73324105440814], [2.2312463032056518, 1.9045060562381073, -2.112445859850515], [-0.1786325720322005, -3.2918771996468426, -2.512801099021184], [-0.8939867791359432, 0.09624110817969413, -0.48909998560310003], [0.6181647248197352, -0.12468842853500267, 0.12061002960904611], [0.19757360198295615, 0.002823522626549618, 0.22010778594758487], [-0.9334047974633702, 3.537530810233247, -0.5909667258153762], [-1.6863193024268317, -3.172088053521777, 2.2091045648580345], [2.882753728016541, -0.4754272670347416, -1.680690634903289], [0.008487753094899854, -1.538083269588023, 0.8212173879860472], [-0.31631507008514986, 0.9998213396749076, -0.3252597946620458], [0.6482854679773049, 0.6546079620060605, -0.29122847186446793], [-0.09989020195555, -1.2998622754387152, -1.8124222697493377], [0.1531309788330879, 1.7855495019192975, 0.6822526118231506], [-0.181044486420948, -0.35444517296227496, 0.9224206566027132], [0.7531399985776556, -0.43861543451752166, -1.835418281981499], [-1.024144295098289, 0.421753715874577, 0.5749349971292929], [0.2800140673323932, -0.004025134732434481, 1.2511946825136642], [-0.45696280916475435, -0.23455932476804514, 1.0011612921131006], [0.00932494150175278, -0.7081800410398378, -0.6834798174542465], [0.25222024481668237, 0.5925234990364484, -0.5044118692900247], [-2.7889093567707923, 1.7964165595571997, 0.6477911165923405], [-0.6313734469127322, -0.21359752512085592, -0.02829060229344351], [3.0147238657237567, -1.626017106292486, -0.7096240674538128], [0.655496927215865, -1.0759731350377182, -0.7891886219391411], [-0.33127960687790214, 0.3158259223989745, 0.2458405101012466], [-0.12011394365781865, 0.7455035706046524, 0.5026252660391006], [-0.22098287462728508, 0.646798077406754, -0.08147734743188792], [0.29762988865819157, -0.5290990836286432, -0.12248639666408218], [-0.06541222834524113, -0.0893895714407134, 0.14002676435743858], [-1.6342042590540022, -2.8970985910118245, -0.48326317012799364], [1.9952585631199988, 2.3307583697158605, 1.2016251151318358], [-0.06500287070716532, 0.5312889735357225, -0.30692022556299686], [-2.9369025503327766, 1.224391297334145, -2.016324870384536], [2.6727584633824386, -1.5446919670501793, 0.8255451308123147], [0.16679242272073655, 0.3960838697479502, 1.4861069915162364], [-0.4837054845250671, 1.4541692901981396, 1.2030821507927836], [0.3602243141091354, -1.3195149111988802, -0.8938523502505581], [-0.004365252821705669, -0.08433374442553766, -0.22628023999458816], [-0.9682478972720475, -1.8568835394865337, 1.0679117383302719], [0.5341076437131513, -0.11121475144532733, -0.14195820389132593], [0.32719513697002495, 1.7220123397043954, -0.7138390634729833], [-1.702298994125024, -0.8754876299406952, 3.681243961541197], [1.673626613797087, 1.5135521662130775, -1.7452295091350931], [0.16687915103388823, -0.7866648280264278, -1.878079939220798], [-2.027950800762515, -1.4599193773600943, 0.19531302850065826], [2.101743586007601, 0.44786934553080326, 0.46721843219493747], [-0.08254540660835055, 0.8512210479208622, -0.7539032077333903], [-0.6016993545678936, 0.2599260554402069, -0.7916473696169904], [1.0365637895416062, -0.608772048505411, -0.09857323252034211], [-0.06817712696851588, 0.1782301526591768, 0.8577256714072362], [-3.00928166407349, -0.7515572068626379, -1.46374843238574], [0.49602090499260204, -0.17393146381781505, 1.2886179496386032], [2.505268745023963, 0.9709798391363248, -0.04992732167357892], [-0.08231991299415624, -1.0395472435140232, 0.8902574616704221], [-0.537416328859887, 1.6014556480079374, -0.4234887157791758], [0.28366532931607785, -0.4863203431665895, -0.6845509121216694], [-2.6453306343482277, -0.6847807421515213, 3.07348663429966], [1.0772393684097323, -0.44313397963272294, -0.3490515391673735], [1.5756713205079502, 1.686336648089462, -2.9268550752541573], [-2.9317855798568293, 1.1653856894814167, -1.0819313701512367], [0.7319089075181305, -0.3854184554381254, 0.28377243878282016], [1.9563435690088515, -0.4977294527616897, 0.87233939217329], [-0.4069661048406541, -0.005855462062433979, 0.7881825735065817], [1.0593993543944369, 1.3012369192021689, -0.6470279074366059], [-0.6363646613346099, -0.49457687857862703, 0.35610081646034], [-1.132355211417609, -1.279203591245991, 0.795506779552239], [1.0729940174809587, 1.2275742264268108, -0.04685497118018154], [0.08236154258446904, -0.14144954233469148, -1.103960361691757], [2.1340455462409347, -2.155055480101923, 0.9462752791350759], [-0.2790691623606059, 0.15977957131929377, -1.456450244834028], [-1.9833637749712496, 2.0350668588566085, 0.9412493733879375], [-2.3980291858119416, 1.8754954354888786, 0.03145935130690895], [2.101982088868768, -1.7346009543583578, 0.4956219547521044], [0.5033537838695745, -0.21104597814793422, -0.2898538281010142], [-2.148000131827036, -1.7934244327534679, -2.0819174936211327], [-0.3429645125088246, -0.019186037435409087, -0.07209117574105008], [2.588246058631809, 2.1091762024446976, 2.4403092384733736], [1.6057573723402596, -0.29945508600846815, 0.15910092226888206], [-0.9721853626891328, 0.3695727589837523, -0.4254830333400981], [-0.2549877452893517, -0.12225700027579604, 0.13353601740116874], [1.2454142404421062, 0.2495758985486884, -1.0503969554892951], [-0.130128895619006, 0.24213547656340795, 1.2734491676683786], [-1.2647936820158434, -0.6246910303843972, 0.22921295790381138], [-5.393937343997447, -0.8142574408556269, 2.0499494373934324], [2.9222021012535713, 0.38771718937821004, 0.5251269268862975], [1.4158657306947109, 0.26254655142208416, -2.5697989464244517], [0.6013958054718627, -0.8816453401744626, -0.0014517669159238387], [-0.5069226539557651, -0.1681410479902448, -1.525841568186667], [-0.010882408549330197, 0.9738939104582204, 1.470751743672736], [-0.29372538000010406, -2.375453805898566, -1.1749908501629625], [-0.8671400297998484, 0.6866974378721729, 1.0042097923203812], [0.7529925604452978, 1.7391238358892167, 0.28495714754047174], [0.5493327990869243, 2.4842067741750835, 1.211473115090206], [-0.7587426476072525, -2.498395526206694, -0.5672205136744531], [0.16980319611179626, -0.17225890829868537, -0.4683198817719635], [3.02711300525747, 2.4858112479683894, 0.8950752194659963], [-4.495605476372606, -0.2926720646368772, 0.0024556384678229284], [1.138643014121104, -1.6335321146270767, -0.5906761859663182], [0.9878875237852398, -3.400578130935469, 3.4132187825773226], [-0.9817601684610755, 2.768909807758021, -3.330215450475531], [0.13020088011892186, 0.7852251380281104, -0.05686818857510585], [-1.7623323324885998, -2.3703324990069605, -1.787323095923249], [0.9192594095883353, 2.2378289821738626, 1.3981514727334856], [1.0463770981747158, 0.6424052883456227, 0.6656961768424996], [-0.3283009229627085, 0.17045452574356518, -0.48902193012126355], [-0.03843018284062979, -0.37573654019944047, 0.09284873021076714], [0.09094374281239105, 0.34509412623826347, 0.421359102049737], [0.3598539842119779, -0.3168102887532458, -0.06857694449214502], [-0.259891797756512, -0.18828976970163724, -0.15855540117915815], [-0.128544802979291, 0.8851925281823654, 0.3233045048420417], [0.5500613169173982, -1.1898300645432105, 0.13251479151380802], [-0.6251246719501554, 0.2763554334420906, -0.4427220201452526], [-0.05608026185012306, 0.8027269116221143, 0.3811054564250936], [0.2620769176063679, -0.5468220144211838, 1.9806795336792058], [-0.18105836295105227, 0.7078938376064373, -2.1450947333364554], [0.9804505709324854, 0.16052153203830616, 0.03675554584198448], [0.6020766227301032, 1.3894612957556898, 1.6611203910406183], [1.543603526720126, -0.3661274767438028, -0.8574091130642327], [-2.1773966935697895, -1.1257204954615074, -0.7319435988433912], [0.9565178929182863, 0.7473422108434676, -0.09748696039811765], [-0.9280623333732283, -0.6893339785919832, 0.05550915590801942], [-0.12626298106027098, 0.2731516895542685, 0.47968562721048785], [-1.250882460586318, 0.21770280982388948, 0.5767909830307383], [0.6964587095173916, -0.21784634518215548, -0.2364729849977364], [0.4760300288111456, 0.06245435922520393, -0.35346427574052974], [-0.8670359558240663, -0.4622315541887173, -0.9583218418318407], [1.3006471666727377, 0.2803510068289874, 0.7842494445051542], [-0.6108838829306538, -0.12528295112165727, -0.09263537856041407]]
null
[]
null
null
null
-25.908221
null
5.82751
1.833081
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:52:54
2796641894009745494806459868122965734422279871756400227012575415995696034568102144579223215901036986153627741583225475729805738862090189738999435595455482
PO_2796641894009745494806459
null
null
null
[ "water_90k_train_84164" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:38
1587816687841337334353185919711015000453734586631377076115308068036376849888794920060225710438823716476586118573673500768755431128030716043154488811774901
CO_1587816687841337334353185
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 91.5991, 281.14910000000003, 98.47660000000002 ], [ 92.70030000000001, 281.2977, 97.61460000000001 ], [ 93.96060000000001, 281.5072, 98.17220000000002 ], [ 94.11400000000002, 281.6708, 99.54240000000001 ], [ 93.01290000000002, 281.4381, 100.39470000000001 ], [ 91.68550000000002, 281.22810000000004, 99.84630000000001 ], [ 90.60390000000001, 281.0658, 98.02740000000001 ], [ 92.63910000000001, 281.2033, 96.52380000000001 ], [ 94.79050000000001, 281.6823, 97.54100000000001 ], [ 95.08230000000002, 281.9142, 99.96140000000001 ], [ 93.1937, 281.6359, 101.48940000000002 ], [ 90.93580000000001, 280.9456, 100.62410000000001 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
11981367090456466222275319076634521795729599896351107165697815284074121985510915161616120003817848260255073896574231128840067477028907452733711509605764567
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.2085985918791078, 0.15475467162058792, -1.2817771672104532], [0.2870612111088562, -0.2589137799147634, 0.4160400892954712], [-0.769801895187099, 0.4118831665547872, 0.1852874783396038], [-0.9098459184788548, -0.6391432630313626, 0.6920586352779555], [-0.34427650373885754, 1.0148274193296596, 0.14095508687575128], [2.5091652746772404, -0.5442090638025507, 2.3240426495152753], [0.03485233463946173, -0.2738436080365924, -0.040205379583808175], [-0.3733524829448772, 0.06945314329425355, 0.2310948061882386], [1.0366829542438767, 0.0317733893251323, -0.8298609051313673], [0.2564491000202944, 0.04459097366408042, 0.13290413225720843], [-0.46803128463712007, -0.5214911719250043, -0.902708525219726], [-0.0503051344895952, 0.5103236180276941, -1.0678239692773621]]
null
[]
null
null
null
-6,354.0699
null
3.463127
1.146168
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:29:58
3343638167953325184688251044023702720238862143291263784355076864434196816662854025730925051008624606587555944664801469061751076090435969695013663207858889
PO_3343638167953325184688251
null
null
null
[ "benzene_10k_test_9603" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:53
6356357114225366092340829142115809599177627259580408059907199650464490145056628296140955251417723540690014080908379268124040899358019308848292834193234467
CO_6356357114225366092340829
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.8352630999999997, 3.2499658, 3.634314 ], [ 3.8072489099999998, 4.30855213, 2.43485221 ], [ 2.58334663, 2.6313417, 3.98232273 ], [ 4.42407531, 2.53104308, 3.16226153 ], [ 4.36694564, 3.61568646, 4.5470479599999996 ], [ 4.21753224, 3.98261954, 1.4914751999999998 ], [ 2.74715863, 4.57935936, 2.30510854 ], [ 4.48060745, 5.19690002, 2.67156768 ], [ 2.31753236, 2.8867697, 4.91904543 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
12791804955113967408489462980098740867574742862285574053763608249959679320339038742467184556002670959131161024772834096615677706405460205329094236098940775
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.12499907851167276, 1.5330986980562449, -0.2001235246971881], [-0.14669591856341488, 1.1178717590930298, 1.97734542308673], [-0.4042600198109149, 0.6112184941211213, 1.0564122121704105], [1.2793505686775493, -2.113214421465778, -0.16827775946292625], [-0.3053187492020995, 0.04015040401278896, -0.5824067065204948], [-0.00744816509241769, -0.8825564938279796, -0.43049082643843245], [0.23811324463845565, 0.455298643556173, -0.15352886819117695], [-1.077542056402024, -0.5699697982048973, 0.051094523333168544], [0.5525609265424196, -0.19430056762380032, -1.5504485701536652]]
null
[]
null
null
null
-4,214.828155
null
2.476031
1.404842
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:48:21
4355784216256147210343067945174081409112851013803066200366088478517051706261106562439391781919504254273816537272171081124337091525054713093142071651806593
PO_4355784216256147210343067
null
null
null
[ "ethanol_10k_test_4938" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:45
10189566752023451175073544434807262224165673483310042450742782061202908811106823356581281843193678968148782446056568076226433665612779425384066435094979191
CO_1018956675202345117507354
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C9H8O4
C9H8O4
A9B8C4
[ 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 6, 6, 8, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.42857142857142855, 0.38095238095238093, 0.19047619047619047 ]
3
21
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 7.8653548, 5.12767952, 5.52255811 ], [ 6.34060238, 7.4639291199999995, 6.07141473 ], [ 8.50885558, 6.3172877100000004, 5.72659126 ], [ 7.70384258, 7.49771622, 6.01450734 ], [ 2.02472334, 6.58628507, 5.78359367 ], [ 6.48349296, 5.03553787, 5.5950211 ], [ 5.67168725, 6.16970965, 5.92507151 ], [ 5.28591584, 3.28715467, 6.573798200000001 ], [ 3.70998654, 6.56604528, 3.86820571 ], [ 6.22330272, 2.88839059, 4.61340588 ], [ 5.91272431, 3.6698003100000003, 5.6478911 ], [ 3.38988148, 6.45500508, 5.0287067400000005 ], [ 4.24710841, 6.02401281, 6.1221082 ], [ 5.55390579, 2.1316608, 4.73153486 ], [ 8.64275667, 4.25926733, 5.3739080900000005 ], [ 5.65843469, 8.37145887, 6.51270578 ], [ 9.590516489999999, 6.3519133100000005, 5.73986103 ], [ 8.41904639, 8.311321079999999, 6.2592398 ], [ 2.01954617, 5.70657628, 6.4929665 ], [ 2.07254378, 7.3817754, 6.60388425 ], [ 1.1889318199999996, 6.73044757, 5.07875562 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5044589686837540394625472520861513449414132920827052189950706194266012604811003334959192798363126599781216051900228124051907222128163040716067330211466053
1
i-PI
DFT-PBE-vdW-TS
null
[[2.6310485810968873, -1.3818079764838085, -0.44451639101522883], [-3.5027180617369638, 0.16611456520629786, 1.583964364601957], [-1.7329604370922467, 1.7823377428719263, 0.3804367546589757], [3.4073994593397594, -0.9245569008636544, -0.1629962815420183], [1.1577503354969816, 0.12588032398239754, 0.7425176828543885], [-1.180681054912093, 0.41429447611828074, 0.47569166049768524], [0.7441560949379015, 0.46747998879421043, -0.5145787584449751], [-2.1464909448683165, -1.1517052086550905, 2.5485740477202383], [-0.24311021535948862, 0.07620983375359934, 1.1093118420516042], [-1.052792058682831, -1.5648063931542144, -1.1203715275150246], [1.1081635996681023, 1.4871022025234044, -1.0608029881375216], [-0.5856277627238512, -0.30957275647050997, 1.440801212446046], [1.9609542130210207, 0.8657807026505971, -1.272256045935134], [1.311291935935187, 0.6940958160374843, -0.25287990766293933], [-2.149849283481485, 0.9835724911827515, 0.10524636257198758], [1.7482548594368525, -2.0488236217419495, -1.360001308313335], [0.20336049611306317, 0.2546562014931425, -0.01766727389096845], [-1.2594103746370813, 0.36057494765301457, -0.09151878980584385], [-0.5803176931537067, 0.23857223431965363, -1.1380729335894701], [0.06097189224174803, -0.2768583654483085, -1.4151545249079152], [0.10060641936057181, -0.25854030376922116, 0.46427280335748133]]
null
[]
null
null
null
-17,637.496494
null
3.847801
1.977359
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:44:25
8332779331307225918815735078665509164204955517236181448489845461715820766851194450582263393197772023608099658820978896749194598473765587207575331995161734
PO_8332779331307225918815735
null
null
null
[ "aspirin_10k_test_8374" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:51
3173190477908362363948310805832881657244540222921730726249038210228763253252378917791945096964378743138666409208846580839079917125921820650355769984421551
CO_3173190477908362363948310
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 2.95948151, 3.1428817, 3.0842786699999998 ], [ 3.15039069, 4.6339933, 3.21459719 ], [ 4.01973873, 2.49442264, 3.8096150499999997 ], [ 2.0825591899999996, 2.75199719, 3.58685275 ], [ 2.80454671, 2.93737462, 2.07419554 ], [ 3.98463881, 5.01006298, 3.73769237 ], [ 3.2166305299999998, 4.88127901, 2.17669502 ], [ 2.17560759, 5.1873137, 3.48361433 ], [ 3.7525603299999997, 1.5957552, 4.04166853 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2570514678286469878465702414689773051034045781368035725707901261868606516843156022283858236432673365778216815768183698705776746930991767463458845779460470
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.07830752271999937, -0.1872286197579239, 3.6391831720837167], [-3.224586228476201, 0.6114394924919299, -1.0892719699295594], [0.9397990718379291, 0.04313658199880141, -0.6550471710178261], [-1.043372308300073, 0.35114441137710684, 0.17613070157134358], [0.4902763857016234, -1.1079618321486244, -2.223983604879682], [1.0893519693398068, 0.1664837726881267, 0.9425640514546073], [0.6664280871181569, 1.137051617699861, -0.9491970025567508], [1.2876805072695672, -0.7706373188917682, 0.24869816660682412], [-0.12627006914197944, -0.24460319679478174, -0.09103112892207113]]
null
[]
null
null
null
-4,214.685848
null
3.644838
1.864682
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:52:54
9791984224836066570908184264385049304465565869850500762625530556700024536120147614563014303434397148025451681261229222594433426072474924656992949614327298
PO_9791984224836066570908184
null
null
null
[ "ethanol_10k_test_1836" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
4130035746646286642801653900458949760429568648987778098857846289904910438593112062023729577620366648216494590747209295980052560093066256393403429766080181
CO_4130035746646286642801653
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C9H8O4
C9H8O4
A9B8C4
[ 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 6, 6, 8, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.42857142857142855, 0.38095238095238093, 0.19047619047619047 ]
3
21
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 7.7473053400000005, 4.80230925, 5.42503047 ], [ 6.02094162, 6.0129739, 3.49179668 ], [ 8.2124643, 4.99690379, 4.13109501 ], [ 7.27087682, 5.51832204, 3.20764871 ], [ 2.36840674, 7.26781477, 4.9986958 ], [ 6.44182809, 5.09973445, 5.81239033 ], [ 5.50882815, 5.5203194700000005, 4.70804379 ], [ 6.99850768, 4.56516707, 8.071988000000001 ], [ 4.05013719, 7.155520360000001, 6.57818004 ], [ 4.85715229, 4.31852833, 7.35113348 ], [ 6.17297161, 4.71631796, 7.23717439 ], [ 3.5391079800000003, 6.64535179, 5.59857323 ], [ 4.13065226, 5.68137743, 4.77271029 ], [ 4.80156827, 3.82560634, 8.20029091 ], [ 8.366846970000001, 4.21137611, 6.13129551 ], [ 5.24141469, 6.50534408, 2.76722228 ], [ 9.18819708, 4.67991492, 3.89357029 ], [ 7.796879710000001, 5.73495255, 2.26132567 ], [ 2.51086617, 7.91994231, 4.14944562 ], [ 1.8128388700000002, 6.38466, 4.63894051 ], [ 1.74640724, 7.677747, 5.81182538 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
6393354145332519979323771723213354163189035032173354844658767278510716828725157937054130007278073849550138781633097955225168342384062270239904140574675984
1
i-PI
DFT-PBE-vdW-TS
null
[[0.7737234538492238, -0.7373840683806139, 0.24603517973432737], [-1.9226331023434027, -1.1116731186451654, -0.08194581935246872], [-2.9554207865657016, 0.24490911893517664, 0.5891241629054316], [3.5278676618346636, 1.1037559501681924, -1.5015767283946049], [-2.448745879289399, -2.019185267624329, 0.22872765533502462], [-1.411454886649224, 0.35397795286268563, -1.8142621325803514], [1.101961798988195, 0.9896449508753145, 2.2061142922857164], [1.5949924653174787, -0.030752251556722888, 1.936327890652718], [0.414309592142665, -1.0963391453994975, 0.03277638170543025], [0.13209907309844485, -0.1702482855019422, 0.5657507996277762], [-2.6825326140931263, -0.5092590177029344, -2.6868950790484547], [2.2639796347034915, 2.128011061242327, 0.6066900663631819], [-0.4924178203684666, -0.08348768611702993, 0.6628165542907809], [-0.07582207106410066, 0.301239230652186, -0.05921898002684645], [-0.17829912159175682, 0.8225866008820113, -0.07308885578356482], [1.7795288581391147, -0.9939225682046057, 1.1180912354120591], [1.138408041857565, -0.28241457407274445, -0.7233744362548932], [-0.7674676100295513, 0.046242699069352626, -0.20191586783419246], [0.42951703162562876, 0.3901211832786319, -0.18831687971178201], [-0.5013278715323513, 0.27006469251447224, -0.47887124152916605], [0.2797341519706166, 0.3841125427252355, -0.38298819779610943]]
null
[]
null
null
null
-17,637.519472
null
3.989845
1.820665
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:02
1052243160823214375580522707854635797293827811103990428942182709118926305386858207664039540772488361940295468217393840637138082192961057476468574576745930
PO_1052243160823214375580522
null
null
null
[ "aspirin_10k_test_1775" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:47
276504556701904699309311660985232163324983899239458593507170494263565653908783838253490564237076667282237480473531543078215118763990980532139893195982165
CO_2765045567019046993093116
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
Li27P12S44
Li27P12S44
A44B27C12
[ 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ]
[ "Li", "P", "S" ]
[ 0.3253012048192771, 0.14457831325301204, 0.5301204819277109 ]
3
83
[ [ 12.049483852, 0.014100787, -2.826267705 ], [ -3.571931226, 11.145541253, -3.653909468 ], [ 0.023363077, 0.084157872, 12.436688049 ] ]
[ [ 0.56059, 3.94622, 10.43837 ], [ 4.85855, 7.77683, -0.93234 ], [ 8.2404, 6.56824, 7.61796 ], [ 1.05789, 7.81651, -1.66229 ], [ 2.51112, 0.24467, -0.34694 ], [ -0.62415, 11.07028, 0.39416 ], [ 6.48026, 9.77064, -2.54944 ], [ -1.10469, 7.04455, 8.13002 ], [ 2.20015, 10.94164, -1.72366 ], [ 9.02487, 4.00983, -1.9462 ], [ 6.83451, 2.05382, -0.19596 ], [ -1.60627, 7.991, 0.92137 ], [ 5.0698, 7.67211, 2.22877 ], [ 2.447, 3.88409, 4.02769 ], [ 0.56158, 2.14853, 1.02638 ], [ 5.42427, 7.38218, 6.6908 ], [ 8.58655, 7.90241, 3.58357 ], [ 3.78271, 3.19049, 7.08107 ], [ 9.30874, 3.22225, 2.65807 ], [ 2.39433, 11.20262, 4.49801 ], [ 1.08663, 9.57276, 6.7978 ], [ 4.06051, 4.40538, -0.52928 ], [ 5.94681, 10.76534, -5.72526 ], [ 1.50044, 1.09392, 8.30341 ], [ 6.64733, 11.04545, 1.95156 ], [ 0.22404, 7.2298, 3.17315 ], [ 7.88574, 2.61535, 7.1591 ], [ -2.42367, 9.20115, -2.3555 ], [ 3.52628, 9.3228, -3.9436 ], [ 1.33893, 5.60028, 0.99734 ], [ 7.58531, 5.63268, -0.01713 ], [ 2.35558, 8.89452, 1.70499 ], [ 8.2567, 9.33761, 0.39879 ], [ 0.1256, 2.40673, 5.90307 ], [ 6.27388, 2.1046, 4.13774 ], [ 1.30532, 5.84358, 6.32859 ], [ 6.98973, 5.61504, 4.85073 ], [ 4.65726, 2.11687, 10.03037 ], [ 10.65281, 2.04361, 8.6353 ], [ 1.66575, 9.70026, -3.46611 ], [ 7.59183, 8.86819, -4.73386 ], [ -1.1862, 7.80984, -1.421 ], [ 4.81061, 7.87688, -3.26591 ], [ 4.50292, 2.23364, -0.32471 ], [ 10.36062, 2.02229, -1.78733 ], [ 1.55172, 5.64342, -1.03002 ], [ 7.83991, 5.97533, -2.08095 ], [ -1.56453, 11.03637, -1.76099 ], [ 4.47438, 11.03762, -3.22021 ], [ -0.64337, 5.71507, 1.45458 ], [ 5.57834, 5.8057, 0.65833 ], [ 2.22785, 3.84474, 1.70646 ], [ 8.55985, 3.93675, 0.48297 ], [ 2.71224, 9.09774, -0.25386 ], [ -2.98954, 9.64969, 1.47371 ], [ 4.70555, 1.46494, 2.99163 ], [ 10.99015, 1.44712, 1.72973 ], [ 2.50698, 6.88453, 2.28357 ], [ 8.80957, 7.18697, 1.05287 ], [ 0.40602, 9.40152, 2.04949 ], [ 6.16494, 9.3713, 0.12916 ], [ 2.07294, 1.98581, 5.73786 ], [ 7.97973, 1.2732, 3.67662 ], [ -0.09618, 4.545, 5.17052 ], [ 5.85752, 4.11529, 3.61934 ], [ -3.06626, 10.03203, 4.88397 ], [ 3.71307, 9.42823, 3.13974 ], [ -0.45413, 2.28116, 7.78873 ], [ 5.91874, 1.84517, 6.11526 ], [ 0.64349, 7.54947, 5.46844 ], [ 6.19527, 7.30355, 4.29628 ], [ 3.26254, 5.49012, 5.92512 ], [ 8.93906, 5.35181, 4.23996 ], [ 3.63504, 0.51898, 9.21463 ], [ 9.49279, 0.66539, 7.76322 ], [ 0.76201, 5.74821, 8.32228 ], [ 6.61409, 5.18629, 6.82925 ], [ -2.15107, 9.29639, 7.95453 ], [ 3.81793, 9.39796, 6.48649 ], [ 3.85933, 3.84674, 9.32713 ], [ 9.97247, 3.77885, 7.76044 ], [ 0.63706, 1.6261, 11.13315 ], [ 6.63291, 1.81924, 9.5745 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
273559133444712042294374219290847232743382836363987204267702089581688509846305905548114908073554275815372116520999425533114256467147935770139553629073304
1
VASP
DFT-PBE
null
[[-0.310136, -0.343348, -0.615927], [-0.199537, -0.411942, 0.170661], [0.468017, 0.204683, 0.432922], [0.55254, 0.404592, -0.363312], [0.250448, 0.207477, -0.367448], [0.173179, 0.241878, 0.50438], [0.145204, 0.070352, 0.197003], [-0.296501, 0.073078, -0.105907], [0.761802, 0.458043, 0.390037], [0.331724, -0.248309, -0.25328], [0.393273, -0.187011, -0.143523], [0.402529, -0.751084, -0.002137], [0.299925, -0.154777, -0.285745], [0.0833, 0.017809, 0.544438], [0.668308, -0.112758, 0.378004], [-0.445308, 0.064039, 0.098692], [-0.185999, -0.206492, -0.131687], [0.187143, 0.178499, -0.406277], [-0.099392, -0.188475, 0.356781], [0.03585, -0.165282, -0.261], [-0.051796, -0.09767, -0.683548], [-0.469971, 0.409393, -0.336346], [-0.239472, 0.064123, 0.007434], [0.069294, 0.185048, -0.056321], [-0.12739, 0.420566, -0.153652], [-0.271188, -0.073308, 0.160999], [0.090278, 0.047553, 0.152829], [0.389994, 0.806607, -0.424188], [3.049273, 1.363963, -0.6243], [-0.71941, -1.551539, 0.17192], [-0.11413, 1.261704, -0.582962], [-0.667489, 0.556129, 0.442908], [-1.374091, -2.769508, -0.96351], [-0.910043, 0.184878, -1.127337], [-0.768253, -0.162919, 0.686718], [-0.362167, -0.438669, 0.527889], [0.836699, -2.83863, -0.161954], [0.225752, 0.904378, 0.331652], [0.184385, 0.454928, -0.51677], [-2.355094, -1.146998, 0.47753], [0.896134, 0.219183, -0.115339], [-1.57069, -0.373743, -0.669544], [-0.417979, -0.79619, 0.097476], [-0.23196, -1.426341, -0.361466], [-0.362284, -0.483447, 0.259962], [1.115804, 0.468379, 0.56051], [-0.566404, 0.160711, 1.356169], [-0.886511, -0.294788, -0.21347], [0.081253, 0.25824, 0.17105], [0.401057, 0.377851, 0.319173], [0.920945, 0.216968, -0.590908], [-0.244619, 0.635704, -0.552644], [-0.437907, -0.160176, -0.221122], [0.700029, -0.361152, -0.220778], [0.076191, 0.836984, -0.665167], [-0.533178, 0.158748, 0.025942], [0.225816, 0.997573, 0.396546], [0.298925, -0.702006, -0.316804], [-0.796063, -0.047124, -0.600163], [-0.095607, 0.287735, 0.21154], [1.162257, 0.726465, 0.874459], [1.114116, -0.470488, -0.257482], [0.826662, 0.292429, -0.413383], [0.748194, -0.577568, 0.395511], [0.299247, 0.82012, 0.335843], [0.260038, 0.681179, 1.216365], [-0.419363, 0.371347, -0.546386], [-0.61666, 0.179363, 0.454899], [-0.649599, 0.067458, 0.523308], [-0.41119, 0.564818, 0.232172], [-0.408332, 1.669918, -0.118309], [-0.596334, -0.346386, -0.048753], [-0.088562, 0.539586, 0.5017], [0.289948, -0.692724, 0.376426], [-0.54874, -1.21103, 0.148507], [0.573196, 0.022209, -0.500455], [-0.004391, 0.140451, -0.462389], [0.16987, -0.383783, 1.057874], [-0.342267, -0.344864, -0.582409], [-0.033189, -0.072347, 0.117348], [0.635941, 0.32501, 0.40197], [-0.405491, 0.651, -0.279353], [0.222243, 0.329912, 0.24567]]
null
[]
null
null
null
-357.750461
null
3.398266
0.91324
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:12:08
11479129141435725598524827976877295949021623346256873831652050230860775228839438975517828656060125836324664719731700731778573312252075067196956279905616095
PO_1147912914143572559852482
null
null
[]
[ "lips_12890", "lips_20k_train_14634" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:30
6785285768243603507190549414580767705508915453065814428871775730853234283007922084359851687390680004432675162399383096411119714007009598093713425885789968
CO_6785285768243603507190549
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.75005797, 3.91684542, 4.41279969 ], [ 5.18527901, 4.18654798, 4.26072898 ], [ 4.48709255, 5.38102658, 4.63518872 ], [ 3.0565655100000004, 5.46665285, 4.51820893 ], [ 2.28993981, 4.37855262, 4.15211644 ], [ 3.00513762, 3.16265935, 3.75770078 ], [ 4.47993719, 3.1320139100000004, 3.7409988700000003 ], [ 7.2551703, 4.38813502, 3.5909350800000004 ], [ 7.14789529, 4.3176122900000005, 5.3559838300000004 ], [ 6.924380940000001, 2.91643253, 4.37257097 ], [ 4.97297365, 6.225799090000001, 5.14601432 ], [ 2.5878896, 6.4297179, 4.6652255 ], [ 1.2607962500000003, 4.49140297, 4.47807098 ], [ 2.4792214, 2.24879507, 3.5053597 ], [ 4.86576724, 2.0649341900000002, 3.71456308 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5317537708647916343281254511557006466257393563126766267887286296413712106077932651941519004223250251375599783875084597255754849704792725467451114742272296
1
i-PI
DFT-PBE-vdW-TS
null
[[-2.481367494747053, 3.5999887489755844, 0.7163929660337669], [1.870723811159491, 0.8998285333827272, 0.7524623540694455], [-0.6527491107582787, -0.4648293662264756, -0.27450238045888586], [2.3918999928177347, 0.14263689358431356, -0.168114822660218], [1.6113738774771877, -2.0266655208529145, -0.16075860280127965], [0.8266113387594648, 1.8968096225567577, 0.4981652844634177], [-3.8425135767097114, -1.9940232735611874, 0.6310372117631374], [0.5060115892791488, 0.4477871959415757, -0.5935712239313602], [-0.055936894894463025, 0.07754279891532372, -0.0528444218763766], [0.48586669905647517, -3.2156067601944605, -0.09885156927023876], [0.23882892133776398, -0.23395648196230484, -0.4451811289324099], [-0.1887544215181049, 0.2590368987233906, 0.5478603368784142], [-0.5727957363842303, -0.6412252566890679, -0.8270453791932607], [-0.2197165679478851, -0.13021683239889378, -1.8430150623481952E-4], [0.08251757307247082, 1.3828927998056335, -0.5248643225779189]]
null
[]
null
null
null
-7,381.514323
null
4.430612
1.824571
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
1278752315136165563162399861349184175406649254987986812579600174831435995993382489909357563603828245423446212318587036550251941649451854031524977171768018
PO_1278752315136165563162399
null
null
null
[ "toluene_10k_train_4890" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:35
12764126332263516826919715773475312862847915146863608387056055047761378412868617539681405284993656416999978869689522000911824347266688271315421517867229429
CO_1276412633226351682691971
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.559628699999999, 3.94006845, 4.23196047 ], [ 4.99007733, 4.00809589, 4.19921214 ], [ 4.25717432, 4.53858378, 5.207605689999999 ], [ 2.9244646999999997, 4.70428827, 5.14601252 ], [ 2.2738439699999997, 4.27926395, 3.93827121 ], [ 2.99288417, 3.68694716, 2.86631863 ], [ 4.3572686, 3.5421837299999996, 3.07636392 ], [ 7.05299825, 4.67319188, 4.84588196 ], [ 6.8101410300000005, 2.9569438999999997, 4.74875979 ], [ 7.0404528299999996, 3.9149985199999997, 3.3168816899999998 ], [ 4.72315241, 4.88585508, 6.245857259999999 ], [ 2.37021219, 5.07282153, 5.96146584 ], [ 1.2692832199999997, 4.53908992, 3.8784441899999997 ], [ 2.5440118, 3.39867443, 1.91006346 ], [ 5.07177374, 3.34138155, 2.2765325699999996 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5072703524317929938693106175331898671113032073270239292248673098441824574162950901629483768990166575703159821261624792809494511436752354869308266407089228
1
i-PI
DFT-PBE-vdW-TS
null
[[-2.0741897683195676, -1.860981290381714, 2.910380113875572], [3.2278916666781496, -0.07188483290970564, -0.5050747069927966], [1.9647466862911258, 1.394359796283063, 4.6776311379387705], [-1.6566838016565155, -1.3387662911221427, -2.92541479368558], [1.7740715105160485, -0.022907151431846864, 0.44409536175392816], [-0.561093375090364, 0.5332038943713251, 1.1941770508406682], [0.5969280017323754, 0.3438175465535323, -1.503345287621675], [-0.06269958745239408, 0.7971203468789398, 0.43200872429600173], [-0.0839759972661896, 0.7416040397282468, -0.5053527796172069], [0.7046768432818605, -5.26183259274133E-4, -2.3663975642840223], [-0.3810064106618108, -0.6878700824382155, -2.1895316993969938], [-0.8018307823398415, 0.6460118362684832, 0.9300165683824576], [-2.1018422393651703, 0.09427680367530707, -0.4464499519810019], [-0.12614936067365257, 0.09626681169842839, 0.25026660272275536], [-0.41884338567405405, -0.6637252439144276, -0.3970087762308775]]
null
[]
null
null
null
-7,381.713144
null
5.261625
2.160216
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:12:08
1472945794607424731491542301987129675294001868046329853692432541011382747772734473954966345676942844245444815822107868433661596825162145438290148401976781
PO_1472945794607424731491542
null
null
null
[ "toluene_10k_val_479" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:45
4730952361065965557158646549470872765174836069078342077262071879746250125676553487487775522748099916173640988425669282770418836456763471662986864861897328
CO_4730952361065965557158646
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C9H8O4
C9H8O4
A9B8C4
[ 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 6, 6, 8, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.42857142857142855, 0.38095238095238093, 0.19047619047619047 ]
3
21
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 7.79563574, 4.93031416, 5.60969653 ], [ 6.428543240000001, 6.745449300000001, 3.8907500400000004 ], [ 8.45519491, 5.5862150800000006, 4.54446789 ], [ 7.81516078, 6.56679978, 3.68406445 ], [ 2.15838416, 6.33344226, 5.89629717 ], [ 6.386514610000001, 5.04860037, 5.65415837 ], [ 5.69418396, 5.95952953, 4.77164928 ], [ 4.57939824, 3.7312270100000005, 6.57964591 ], [ 4.2399629800000005, 7.290631960000001, 6.41651126 ], [ 6.50936233, 4.183880970000001, 7.697021660000001 ], [ 5.70258337, 4.28271955, 6.64494626 ], [ 3.6477636500000004, 6.52055623, 5.73063134 ], [ 4.331361210000001, 5.83359862, 4.738362690000001 ], [ 6.15217111, 3.7897526200000002, 8.469534190000001 ], [ 8.33296677, 4.30973903, 6.3468687500000005 ], [ 5.8372037, 7.4909824, 3.1967640000000004 ], [ 9.48793556, 5.2310695, 4.32932204 ], [ 8.41167582, 6.98624664, 2.8535659800000004 ], [ 1.8980924000000003, 5.48645449, 6.52768236 ], [ 1.5689606100000004, 7.15977512, 6.27336689 ], [ 1.6068454900000004, 6.09755097, 4.9284129100000005 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7547405871876708266439261489014081733641968918173714686038155244985563021439732949684843711031168238184782631003065946398176486256228700608942386549831566
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.30360147350395394, 0.8778620035314108, -1.3305711514919523], [-0.9779428732543449, 1.7945512544229056, -2.2170782855101367], [0.32193369697433116, 0.2860450597074531, -0.5639704328055329], [0.2679548576353636, -2.1466835871779946, 1.6093080606719787], [-1.2414254144830554, -1.3466301309335227, -2.3549505593443762], [0.7759686045535296, 1.7035542053425092, -1.583211170428755], [1.7207493997120975, -1.718258740391081, 0.8662473255145557], [1.6787796418615242, 1.063970413154858, 0.1619387768917823], [1.1418400295179563, 1.4194964626420898, 1.5567189989111894], [1.910565375479214, 0.8507066093653974, 0.13986319223202368], [-3.1789414874489097, -1.9820953089843765, 0.5503528805564234], [-1.0691429326217965, 0.19095397422025126, -0.22095047499411152], [-1.5115908326491994, 0.176112555188117, -0.61946187963174], [-1.3203021396268066, -1.1236997337846981, 1.2917792816777824], [-0.2515849454007795, 0.16899695328644146, -0.5741480469262389], [1.0622571854660456, -1.4128172323600847, 1.3518680047216816], [-0.41715350545732105, 0.6907827501783366, 0.1532813076341247], [-0.5693452703192435, 0.1223547528494773, 0.4421573406480031], [0.39631510211221005, -0.4216295666483927, 0.2931021513622399], [0.6730240461424224, 0.8013127196160806, 0.42433274903807167], [0.8916429353107237, 0.005114586774811092, 0.6233919312730078]]
null
[]
null
null
null
-17,637.943423
null
3.786457
1.835225
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:17:22
1891829112280206553457894713708857377533685921684439137932993187380022970998731366681084934933728343205703586466025659436801551416286094987505465351787798
PO_1891829112280206553457894
null
null
null
[ "aspirin_10k_train_6635" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
7366076029840079139201979196702443501550615842580954917518179790436303696155198982126105839318769887781301584712512494528279286217643685740556004693624825
CO_7366076029840079139201979
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C10H8
C5H4
A5B4
[ 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5555555555555556, 0.4444444444444444 ]
2
18
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.57239652, 3.2745415399999995, 4.90865535 ], [ 2.34926765, 3.88241692, 4.59345832 ], [ 2.22949325, 5.31771277, 4.42312511 ], [ 3.4141305199999996, 6.029525619999999, 4.36207719 ], [ 4.68617402, 5.45123968, 4.64051297 ], [ 5.90336196, 6.21327769, 4.701825589999999 ], [ 7.14092415, 5.463588339999999, 4.778948939999999 ], [ 7.1377311, 4.079662809999999, 4.83865166 ], [ 5.9151548599999995, 3.3516105499999997, 4.92300262 ], [ 4.72168029, 4.01771825, 4.89630926 ], [ 3.5453642, 2.1717044199999997, 4.97950511 ], [ 1.40123774, 3.4173064899999996, 4.80582229 ], [ 1.18522325, 5.63701706, 4.304701 ], [ 3.40722462, 7.1820924, 4.339215869999999 ], [ 5.92316485, 7.29042428, 4.60531236 ], [ 8.062504709999999, 5.9957306, 4.864295289999999 ], [ 8.10443283, 3.5388649699999997, 4.77653134 ], [ 5.96282508, 2.22790009, 4.9617472 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
813659052086417368723280189464028356557055629043603392435910884201528771679820652552334850860820175322449729467945353326181660670721595271139062143805250
1
i-PI
DFT-PBE-vdW-TS
null
[[-3.606393413808535, -0.7399755449291691, -0.9989556357380494], [0.382865177532857, 1.3002804143835436, 1.3507000426920122], [0.7215106810514247, -1.946055653753688, -0.3438154654058105], [-0.3273525867695091, 2.585560939345687, 0.8573436796958611], [0.09115642799837124, 0.19116959070523995, 0.20756546983545904], [1.1309016630370867, -2.5141114660684147, -0.182335655828663], [-2.4466619633035163, 1.6380679242272072, 0.20931745691987866], [-0.5694718018761069, -1.7323672290564134, -0.024002623053599834], [3.6811028630533915, -0.7190256993706126, 0.07508484647744282], [0.49530934859881737, 1.2654106714419275, -0.7664563497137098], [0.4263478569802416, 0.4429447346287074, 0.3026167691209912], [-0.3101257137653444, -0.847554751859455, -0.39376609717170297], [0.5513439355140299, 0.6920598981614465, -0.061517046498734636], [-0.13709798931897457, -1.583558326069837, -0.30356176215453945], [-0.12844305312282636, 0.2698280108384373, -0.02340862743251236], [0.7412165357806328, 0.4592886141422656, -0.16143680989413942], [-0.5230331442200783, 0.20717847268838693, 0.19455756572922034], [-0.16979974824288438, 1.0376123507622552, 0.061578646044625186]]
null
[]
null
null
null
-10,490.077861
null
3.814649
1.707341
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
2930663468210222693838572564084080067827476725620916353954208958921394435485045151555180769704473282618371047821332845748826082606858756395192598731517673
PO_2930663468210222693838572
null
null
null
[ "naphthalene_10k_test_9255" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:48
3131112634859729964452179535752017064355571180876835790505650997359751478363611525731923449893802357185879185550775594891310369432679167157271232169511726
CO_3131112634859729964452179
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 0.412677, 1.94583, 11.421037769470214 ], [ 0.330667, 2.82484, 11.997984769470214 ], [ 1.20883, 1.39706, 11.687910769470214 ], [ 10.049097769470215, 5.7078, 10.847237769470215 ], [ 9.648267769470214, 5.063, 11.499695769470215 ], [ 10.148367769470216, 5.25198, 9.920497769470215 ], [ 1.15424, 0.934753, 5.79442 ], [ 0.710342, 1.83849, 5.97809 ], [ 2.11606, 0.952057, 6.161547769470215 ], [ 9.171257769470214, 4.44687, 4.93837 ], [ 9.752077769470215, 5.31292, 4.79306 ], [ 8.198867769470215, 4.60347, 5.00391 ], [ 8.474407769470215, 2.55136, 10.870257769470214 ], [ 9.228677769470215, 1.8833, 10.658707769470215 ], [ 8.673277769470214, 3.01459, 11.797860769470216 ], [ 6.471997769470215, 4.69257, 5.02001 ], [ 5.59768, 5.03305, 5.36587 ], [ 6.358277769470215, 3.99557, 4.26159 ], [ 7.827937769470215, 8.493847769470214, 6.830597769470215 ], [ 7.904497769470215, 7.5065377694702144, 6.926527769470215 ], [ 7.514917769470215, 8.696707769470216, 5.87121 ], [ 9.720187769470215, 11.890055769470214, 8.430667769470215 ], [ 9.985757769470215, 0.218453, 8.951127769470215 ], [ 10.328207769470215, 11.052707769470215, 8.708317769470215 ], [ 3.47691, 3.2111, 6.05582 ], [ 3.0593, 3.87497, 6.7203 ], [ 4.01287, 2.5354, 6.5825977694702145 ], [ 6.677547769470215, 2.6147, 2.83868 ], [ 7.445507769470215, 1.93281, 2.60015 ], [ 5.79858, 2.20535, 2.57208 ], [ 7.7183177694702145, 12.261548769470215, 11.154787769470214 ], [ 7.982867769470215, 0.796253, 11.336887769470215 ], [ 8.563377769470215, 11.748625769470214, 11.085787769470215 ], [ 5.0278, 8.244397769470215, 0.210061 ], [ 5.86774, 7.873977769470215, 0.582314 ], [ 5.27177, 8.943367769470214, 11.979964769470214 ], [ 4.62944, 5.17004, 10.795657769470214 ], [ 4.86219, 6.08083, 10.436207769470215 ], [ 5.06453, 4.45989, 10.135627769470215 ], [ 9.515987769470215, 9.952607769470214, 4.71672 ], [ 8.745717769470215, 9.571127769470214, 4.19314 ], [ 9.349617769470214, 10.891437769470215, 5.15627 ], [ 10.541827769470215, 6.771657769470215, 4.60268 ], [ 11.501590769470216, 6.901047769470215, 4.98313 ], [ 9.984287769470214, 7.612957769470214, 4.69741 ], [ 2.99123, 6.67728, 1.67515 ], [ 2.0368, 6.788867769470214, 1.37143 ], [ 3.6122, 7.0686377694702145, 0.998783 ], [ 11.749410769470215, 9.732437769470215, 8.530137769470215 ], [ 12.231881769470215, 10.054177769470215, 7.679257769470214 ], [ 11.982611769470214, 10.095517769470215, 9.422067769470214 ], [ 11.971702769470214, 0.661998, 3.56512 ], [ 11.502293769470215, 1.27265, 4.21981 ], [ 0.268042, 0.234522, 4.1403 ], [ 2.83744, 10.799627769470215, 1.01424 ], [ 2.45827, 10.800517769470215, 1.95646 ], [ 3.40089, 9.959907769470215, 0.953788 ], [ 4.74285, 9.768417769470215, 3.56895 ], [ 5.07519, 10.041367769470215, 2.6683 ], [ 4.62465, 10.681537769470214, 4.06766 ], [ 11.628844769470215, 7.124907769470215, 7.5149577694702145 ], [ 10.780697769470216, 6.603447769470215, 7.634857769470215 ], [ 11.534665769470214, 8.102107769470216, 7.806757769470215 ], [ 11.356037769470214, 0.426171, 0.95065 ], [ 11.313637769470215, 0.419995, 1.96091 ], [ 12.179945769470216, 0.878287, 0.570793 ], [ 1.29387, 10.839127769470215, 6.545577769470214 ], [ 2.10864, 10.954027769470216, 7.189147769470215 ], [ 0.979788, 11.766456769470215, 6.237847769470215 ], [ 12.209466769470215, 9.176297769470215, 4.8358 ], [ 0.408326, 9.682287769470214, 5.42742 ], [ 11.298797769470214, 9.632417769470216, 4.71441 ], [ 1.25945, 6.952797769470215, 4.69794 ], [ 0.829336, 7.884977769470215, 4.56026 ], [ 2.24268, 7.106107769470215, 4.51762 ], [ 4.06603, 0.866682, 7.327207769470215 ], [ 5.09335, 0.811876, 7.254207769470215 ], [ 3.65184, 0.0627395, 7.7639277694702145 ], [ 0.318482, 4.16723, 0.709314 ], [ 12.125968769470214, 3.61673, 1.27218 ], [ 0.222963, 5.1264, 1.03679 ], [ 1.58527, 1.88045, 8.852067769470215 ], [ 1.2028, 1.88445, 9.796007769470215 ], [ 2.58494, 1.89904, 8.938457769470215 ], [ 3.88771, 7.449217769470215, 7.033927769470215 ], [ 3.05388, 6.9913577694702145, 7.466977769470215 ], [ 3.79141, 7.459317769470215, 6.02423 ], [ 8.478167769470215, 9.256957769470215, 9.459427769470215 ], [ 8.554377769470214, 9.255547769470216, 8.448487769470216 ], [ 8.371697769470215, 10.228827769470215, 9.750277769470214 ], [ 7.998497769470215, 5.5628, 7.304127769470215 ], [ 8.566967769470214, 4.95709, 7.8745677694702145 ], [ 7.600527769470215, 5.06528, 6.5059277694702145 ], [ 4.06269, 1.58735, 2.02651 ], [ 3.59198, 2.46606, 2.27233 ], [ 3.70024, 1.12716, 1.20996 ], [ 7.307347769470215, 6.929197769470215, 1.82383 ], [ 7.003737769470215, 5.950567769470215, 1.74734 ], [ 7.866327769470215, 7.295817769470215, 1.01073 ], [ 4.65562, 1.29993, 10.161737769470214 ], [ 5.41071, 0.668942, 10.447097769470215 ], [ 5.05355, 2.19776, 9.829427769470215 ], [ 5.80449, 9.828477769470215, 10.585847769470215 ], [ 6.333057769470215, 10.709457769470214, 10.755087769470215 ], [ 5.75315, 9.582117769470216, 9.624197769470214 ], [ 10.846417769470214, 2.19916, 5.61077 ], [ 11.516494769470215, 2.38272, 6.334867769470215 ], [ 10.224277769470214, 3.00053, 5.53952 ], [ 5.37184, 9.574227769470214, 7.692407769470215 ], [ 6.28986, 9.324807769470215, 7.436947769470215 ], [ 4.72786, 8.838007769470215, 7.425607769470215 ], [ 8.803917769470214, 0.977522, 2.28276 ], [ 8.603087769470214, 0.370147, 3.0793 ], [ 9.672027769470215, 0.768346, 1.75919 ], [ 4.37899, 12.334630769470214, 4.27383 ], [ 4.29142, 0.568217, 3.4809 ], [ 4.90522, 0.228901, 5.09409 ], [ 11.342247769470214, 7.992587769470215, 11.937530769470214 ], [ 12.172118769470215, 8.369857769470215, 11.510162769470215 ], [ 10.819237769470215, 7.385247769470215, 11.279727769470215 ], [ 10.178477769470215, 10.880227769470215, 11.764210769470214 ], [ 10.311437769470215, 9.923537769470215, 12.073631769470214 ], [ 10.584337769470215, 11.511732769470214, 12.425180169470215 ], [ 5.74002, 6.557537769470215, 8.894857769470214 ], [ 6.7221, 6.348247769470214, 8.600007769470215 ], [ 5.12277, 6.945377769470215, 8.134997769470214 ], [ 6.541647769470215, 1.27685, 5.34639 ], [ 7.472007769470215, 0.911342, 5.59998 ], [ 6.532917769470215, 1.78129, 4.48826 ], [ 6.378457769470215, 3.43563, 9.337777769470215 ], [ 7.055737769470215, 3.05889, 9.956557769470216 ], [ 6.797807769470215, 3.70497, 8.482287769470215 ], [ 1.95082, 5.4926, 10.974657769470214 ], [ 2.98866, 5.2936, 10.930537769470215 ], [ 1.50312, 4.81061, 11.633828769470215 ], [ 0.738687, 4.01034, 4.85966 ], [ 0.780303, 5.01921, 4.90997 ], [ 1.58889, 3.60579, 4.53426 ], [ 8.365037769470215, 7.661927769470215, 11.889265769470216 ], [ 8.992347769470214, 7.028437769470215, 11.373077769470214 ], [ 7.981157769470215, 8.395767769470215, 11.241457769470214 ], [ 3.32591, 10.893977769470215, 8.430177769470216 ], [ 2.80473, 10.528757769470214, 9.213747769470215 ], [ 4.27975, 10.498417769470215, 8.341817769470214 ], [ 5.749987769470215, 4.90763, 1.03279 ], [ 5.3327, 5.18347, 0.159174 ], [ 5.166027769470215, 4.154, 1.43599 ], [ 3.90817, 7.322057769470215, 4.06078 ], [ 4.30379, 8.237307769470215, 4.10245 ], [ 3.76418, 7.028197769470215, 3.08395 ], [ 10.024257769470214, 3.90397, 8.441047769470215 ], [ 10.880197769470215, 3.89962, 7.8732777694702145 ], [ 9.981477769470215, 3.00035, 8.949547769470215 ], [ 12.407566669470215, 3.77146, 7.6698477694702145 ], [ 0.497536, 3.10928, 8.218947769470216 ], [ 0.528686, 4.55995, 7.3762577694702145 ], [ 1.78714, 6.26321, 8.049947769470215 ], [ 1.60234, 6.09448, 9.020717769470215 ], [ 1.11217, 6.897497769470215, 7.674957769470215 ], [ 2.28581, 8.365877769470215, 10.824327769470216 ], [ 3.12362, 8.516807769470216, 11.349037769470215 ], [ 2.11439, 7.324987769470215, 10.732337769470215 ], [ 1.99505, 10.993087769470215, 3.55599 ], [ 1.1599, 10.695057769470214, 4.04505 ], [ 2.74019, 11.450641769470215, 4.08962 ], [ 12.318974769470215, 6.767127769470215, 1.62102 ], [ 11.971103769470215, 7.228427769470215, 0.748324 ], [ 11.632077769470214, 6.867917769470215, 2.3378 ], [ 0.587538, 10.551357769470215, 10.996397769470216 ], [ 0.9214, 11.249207769470214, 11.648144769470214 ], [ 1.24295, 9.770657769470215, 10.881537769470215 ], [ 10.990497769470215, 3.81223, 2.76605 ], [ 10.241837769470216, 3.74735, 3.42261 ], [ 11.846876769470216, 3.95236, 3.29507 ], [ 9.030907769470215, 0.20846, 5.85778 ], [ 9.642087769470216, 1.04062, 5.72127 ], [ 9.113747769470216, 12.410243769470215, 6.878327769470215 ], [ 9.174887769470214, 4.00962, 0.648632 ], [ 9.930087769470216, 3.93383, 1.28669 ], [ 8.313167769470216, 4.23642, 1.15611 ], [ 2.54336, 0.640295, 12.038373769470216 ], [ 3.37055, 0.64588, 11.466913769470215 ], [ 2.63417, 12.242069769470215, 0.274507 ], [ 7.304737769470215, 8.500697769470214, 4.04059 ], [ 6.380707769470215, 8.983417769470215, 3.94474 ], [ 7.472507769470215, 7.751957769470215, 3.37833 ], [ 3.06275, 3.66067, 3.0245 ], [ 2.79082, 4.58835, 2.81584 ], [ 3.29797, 3.67212, 3.98565 ], [ 10.510737769470214, 1.11071, 10.347487769470215 ], [ 11.372967769470215, 1.64032, 10.620897769470215 ], [ 10.525007769470214, 0.203405, 10.720437769470214 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8627874983642991280665844969689565570492576016263475806850869065308623508133688773240980471491771448384112159227020871036729523387069602613713120597972857
1
DLPOLY
NPT-PME-SHAKE
null
[[-2.4991717446094017, 4.026322910324659, 0.7688421596737628], [0.45404873784285865, -2.40145929059709, -1.5341197856769926], [1.9895821950242232, -1.0255102660304278, 0.6638185088627663], [0.6188672241562636, 0.14514460211651775, -2.9910470362333546], [-0.5462149162291223, -0.956240362316201, 1.3616735442218997], [-0.11702901755901428, 0.8014433325874698, 1.5594357802859604], [0.9725713036826577, 0.7761750385507352, 0.8561515525235338], [0.3344911563139079, -0.6001729362564243, -0.3879968881881241], [-0.907945701137702, 0.02229490054864331, -0.46135559822588557], [5.208945852044967, 0.5085184549177555, -0.6063436557371646], [-1.8374303788466175, -1.7118607906499939, 0.38089817575666113], [-2.956520494767681, 0.938812307788376, -0.18630455861359588], [0.40800771188160545, 0.9504642566603008, 2.9843082463014707], [-0.0974761193589737, 0.5019964857687511, -0.1296705364839995], [-0.6331513773323412, -0.9932169786284091, -2.6396325841741644], [1.2461601039352106, -1.6610683540527273, -1.2732323468854996], [-1.3182356685798933, 0.44896212227651416, 0.24571518768874248], [0.13696655582788247, 1.1516609339251673, 1.001781399552135], [-0.9823108932495884, 2.041506436108119, -1.3655936639763544], [0.41422439736831607, -2.192240244365695, 0.563231011269477], [0.6364123619068434, -0.05933604272583619, 0.7031974994492752], [1.502563688936763, -7.656245392558363, -1.3508021501683396], [1.2026875369679435, 3.88203301573425, 2.5447257910923082], [-2.8342942830430533, 3.5027614294907483, -1.6101501614013907], [-0.786734210676949, 1.9397871340282007, 0.6327957912484193], [0.3117596654368592, -0.6434807194287032, -1.0576387696374583], [0.27336677577088464, -1.017869501641767, 0.046726179635151334], [2.7421367774881054, -2.1565949076603648, 0.01686033098993431], [-1.6097815660704962, 2.3226579452674962, 0.4594996123244402], [-1.2565848471760392, -0.19664430810753616, -0.48498472714405394], [-1.3718077476136703, 2.3403114934095157, 0.12629593781926862], [-0.9406336023645607, -0.8144178882349573, -0.18809029458138846], [1.9146966330334267, -1.7930428281756006, 0.11769465736245324], [-2.597794845909806, -0.09094330917082528, 0.48870970819391757], [1.9624969428269614, -1.3056600631729034, 1.1911439984874581], [0.4037788393323307, 1.264850055419392, -1.6781061311713699], [0.8365596265825749, -4.073841353100451, -1.590900812297381], [0.5287001333881456, 1.1634126203572166, -0.5617522935302413], [-1.385749323952799, 2.538971367514696, 2.668300628086444], [1.5821325798377486, 3.0213542452642006, 1.6827157410153804], [-1.2660165512312818, -0.26540555026512846, -0.31638662094349995], [-0.028955157992968068, -2.519869456543044, -1.2899622384924536], [1.804772832529362, -0.3383271496046056, 0.6243527899631057], [-1.9030403477458444, -0.04350292187687008, -0.7134097583228826], [0.05620775247045601, 0.32078287913715736, 0.07232490854499378], [-0.40793355917386076, -0.8004633026488561, 0.8954698332908364], [-1.0450848463087563, -0.006856089975421196, 0.07360848757963827], [1.4344559446187686, 0.6976468874075693, -1.132459285393391], [-1.6832534565569206, -1.6756040193369448, -3.5170846104077444], [0.2877519674317839, 0.3741637222404352, 1.5611833557959665], [1.597717657711101, 1.4861850469980729, 2.0240697087489785], [1.0661207986636903, -1.0977029138978653, 1.2075269768418058], [-0.8606831068857077, 0.8710861680482488, -0.004376180589162777], [-0.4623789923210751, 0.40203343203015374, -1.322550402159188], [0.5343591558212911, -0.3521937059528579, -0.33878160596552026], [-0.6915238684990624, 0.5823806228133623, 0.8212000423234168], [0.17221771234993832, -0.07491895239135977, -0.5599743631106323], [0.3084475111575975, 2.733238452558745, 2.1454589922516925], [0.4021435769878563, -0.38606544865423675, -1.647009694490844], [-0.16957813613916772, -2.1638584038868163, -0.5645362723824093], [1.0342611528274297, 0.8396514909464313, -0.03967603505905331], [-0.9404818278165453, -0.3965877612473613, 0.09129195698969493], [-0.11093028257818992, -0.3282128937248596, 0.05268614931493306], [-1.179288238079627, -0.5737598284860879, -1.438575539493472], [1.0080431837616843, 0.23652675655189043, 1.2323052559092336], [0.19250173022984737, 0.18963275763079063, 0.24514711723759916], [1.1943139183331513, 0.4582463881993988, 1.230774501182107], [-1.5870891029343657, -0.6333985530248234, -1.2013345752827775], [0.20975242535727728, -0.2159383222928191, 0.08931845422392903], [-0.44275237505485565, -0.15699038876833654, -0.9660840258589138], [0.2924309599263156, 0.6862984876316752, 0.9173817416086021], [0.23475402983107058, -0.2002470022358559, 0.2742973705710019], [-0.676428805595017, 1.6173356021460052, -0.193819133306621], [-0.40389852440448, -1.5132919812736227, 0.4101048024936124], [0.9422901131457574, -0.6285114125787277, -0.20093042134349096], [1.921552506188065, 1.5399912924773596, -1.246069039206401], [-1.453926450921315, -0.17554938049965915, 0.22125043147335793], [-0.2774876715702855, -1.418766792769634, 0.8638963908879765], [0.26808935791560645, -0.07101401009170652, -0.5566786872108695], [-0.35148079921875136, -0.4408790434907799, 0.41756343742465474], [0.18817138555418525, 0.5532702645040094, -0.1259446881510044], [-0.838502340797172, 0.3903875541401495, 0.5713921455370478], [-0.4798070468489002, -0.12775774353743974, -0.044375408707175726], [1.2589568665407371, -0.23678997698230567, -0.402431081345954], [-1.1422942761047885, -0.7114193435360521, 0.8264167503594889], [1.4102804273277445, 0.6836489376648922, -0.6498422411983771], [0.052082086613831784, -0.08400157498616682, -0.48249996097225906], [-0.08706004894945994, 1.42051436827964, 0.28883477042148226], [-0.04259691455353132, -0.7769599297847577, -0.49076516921561175], [0.15769592359582524, -0.7711404599722816, 0.1819932941668271], [-1.1417088599910148, 0.6982236306900279, -0.2876335832843318], [0.9794185040059807, -0.6488275199345028, 0.4196241021451381], [0.09693536832647313, 0.26985254452197954, 0.1522411463401519], [1.7803631487928286, -0.7173515601556253, 0.8774129984926619], [-0.46314220147680973, -0.029605576977448905, -0.04046023246657057], [-0.8085767363441935, 0.004186158855047501, -0.8881196087512336], [1.4913540544619115, 1.0953135488705372, -1.1653293160778682], [-0.03534239470749142, 0.7470516709944095, -0.595988295146857], [-1.4459517825270203, -1.497750267556846, 1.6351626069143281], [1.4614111043463025, 0.8853443027303807, 0.131007887072798], [-0.6586234829049822, 0.49017975310183814, -0.2822408167725619], [-0.6241142871019387, -1.414465068437312, 0.4557095850397129], [0.8767451904813941, 2.6376161508933884, 2.9352503759672377], [-0.9914910851966912, -1.8743332760926468, -0.49507556637924904], [0.07596923226362631, -0.5204696164700535, -2.2157132623201905], [-1.0034162282550436, -0.2913759099968258, -0.3658109184007993], [0.8700671103687168, 0.30769861217353295, 0.7806285374310726], [-0.28546494181397475, 0.39243911238775187, -0.4172074176991672], [-1.6346552462823907, 1.254707179196306, 1.1442066354097826], [3.1136808710297945, -0.8215599648229961, -0.7921460574176123], [-0.6354149863055993, -0.6994681819837539, -0.23455108557829574], [0.38394407411454723, -0.20923509096932766, -0.3362916360949363], [0.7680269135301372, 0.04860688310584497, -0.5847396329310874], [-1.303916824078555, 0.08836964647804994, 0.9776752649116325], [-0.1311722372262204, 0.8050859217398393, -0.7979264994891703], [0.31450548383124055, -1.0851663362317936, 1.913842359148883], [-0.3907084488988106, 0.30254174667353556, -1.2491869220642031], [-1.124185404318723, -1.0487838088646744, -0.8632285828767088], [0.5583178523294358, 0.44782598137422747, -0.4196002518590214], [0.8075056416767705, 0.7574634049882657, 1.151114545552312], [-1.115039903696881, -0.43051934648481477, -1.2128694409319478], [0.08715371552766372, -0.47894410013304123, -0.1594092414221362], [0.8753011640674191, 1.1766516973598167, 1.2379079049388306], [0.7836250006504623, 0.939393387486492, -2.7842867376798095], [-2.6031936834034965, 0.6631290187732106, 0.34648004468242694], [1.9336857971979815, -1.1725798030573464, 1.9452726998350427], [0.43538046843696504, -1.4659469951241344, 2.449480757589161], [-0.6907953506685885, 0.30301571690490936, -0.4665289421053818], [0.3328463538549868, 1.124623382300139, -1.742965900161835], [-3.226301922072876, 0.14134069830168616, 0.11929999843889036], [2.1381304497903777, -0.9105779054418547, 1.8542990357546143], [0.8724087748238115, 0.7143811154301811, -1.8775118687696548], [2.043271357280755, -2.4520522520741075, 1.6608602061011633], [-2.920311424026865, 0.6878162331118292, 0.01212700320721302], [0.8776992019260624, 2.06658392785592, -1.7315437813197623], [-1.6706171413307245, 0.05826061164275567, 0.32736035440657885], [0.16935741258219678, 0.8765023512045694, -0.03840290678614359], [1.417366130512235, -0.6831806047738732, -0.5811404079352938], [-0.8791779196652981, 1.697299106871831, -2.3028535349593158], [-0.6071719111277629, 0.48299864877288107, 0.6023411440852158], [1.2955952424316537, -2.20979405494759, 1.684775538452732], [0.2764200460353886, 0.8097996055596317, -0.4691524735782194], [-0.013954238672848661, -0.42079840350521147, 0.5086615566344558], [-1.1070088618990377, 0.00891202800283775, -0.05237696287854741], [-1.254841608081691, -2.2287441913712267, 1.3359585993724339], [-0.12544383214255359, 0.4965282656245393, -1.1466740559189472], [1.3999554216470402, 1.4377342748559008, -0.4100215433129869], [-0.9558847762322792, -2.57728359984944, 0.3392889665974575], [0.7887289618794373, 2.16471267777136, -0.3719725314086586], [-0.11441632712532068, 0.1892277364083724, 0.5322473213960482], [-0.9562056709909403, -2.071197874115588, 1.1601776542766598], [0.1153369481694255, 0.4297877931633805, 0.31102117385037287], [-0.24200061403645712, 1.9589671004816889, -0.7919682643756516], [-0.14124356259095633, -0.09014801053922462, -0.6810384154390273], [0.756067079146524, -0.5910230992189248, 0.3948271764903827], [0.25066303795404443, 0.38274635610992297, -0.08202286852161182], [1.5482565007207123, -0.9820593811414486, -0.48101690681736575], [-0.19043499452744345, -0.42700858436843575, 1.4178951732224598], [-1.6623345874247415, 0.9720942979603235, -0.7888503815178495], [-1.6866445336011504, -3.8344278446453073, -0.8485801707853943], [1.282746442838236, 0.3156745814925249, 0.6727862164426474], [0.3890328578887206, 3.4567954235203717, 0.31164648498819625], [0.42722236966035454, 0.15017354335461647, -1.1352779555708197], [0.20225129355279065, 0.05925234990364484, 0.6475179224059128], [-0.7255603949954293, -0.21886583650325317, 0.3126937293695025], [0.4821443748883373, 0.5481879853533225, -2.998778865350825], [0.591664888736247, -0.7967253123520198, 1.676028988071388], [-0.9642106942948381, 0.07669601552783718, 1.422851696319077], [0.1884679963851639, -0.5719645524038487, -0.6571837929066647], [0.19610225615033833, 0.04381210831325573, 0.22390605242206157], [-0.13966510729159617, 0.29438147968909634, 0.24037879458052117], [1.2972777717067958, -0.036395102972526204, -0.8623005899259861], [-1.6403966606130305, -0.0649811886288774, 1.0516328339517063], [0.27771273154291404, -0.0052445044604371455, 0.023094709052527872], [1.3169043889730154, 1.2138624801175342, 2.947912709687379], [-0.8458742474150626, -1.51485742732601, -0.35934445537221194], [-0.34170174826933647, -0.06496340932468131, -2.642173723749508], [-2.8607073908133898, 0.32950557923238505, -1.4310431854962506], [2.08034337473743, -0.19068910848497778, 1.7913646353161161], [0.6119072770258434, -0.20572259428668563, -0.49900435896501905], [0.3414888302605492, -5.119051955463276, 4.676087096041199], [0.8472488911785163, 0.5798655017319644, -1.2297684527495478], [-0.845310513379577, 4.049271221984586, -3.402863421987015], [-1.9795694112708648, 2.3627871357627668, 1.2228562061913608], [2.102177227573359, -1.6427556707307556, -0.22928277419589843], [-0.4946115699038877, -0.5408507700606925, -1.0006105673245878], [-0.19270727633201679, -0.6262131122802087, -0.7425504715418386], [-0.830675110535235, 2.339994935066512, -1.4277301639338575], [0.9518475732550696, -0.7792538936676189, 2.5686194413655894], [1.9910262214381982, 4.278138567560489, -0.9637163429098737], [-1.6580155174297888, -1.4150678302137158, -0.3634887678161637], [0.3076678236223641, -3.2717822494896036, 1.5329446170337875]]
null
[]
null
null
null
-25.17908
null
7.918362
1.966163
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:02
3537959164594428723647891717756286377537222597396834837257357964177641040166636257353835924862223610766689888692333643459696447129341600992713274893432328
PO_3537959164594428723647891
null
null
null
[ "water_90k_train_84144" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:38
8938657787867566546904727054070706748501986810586432499510880448071480223867234274386246743547646826643990181884525226193334217708158711984609265722682669
CO_8938657787867566546904727
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.630521980000001, 3.872952920000001, 4.3745312300000005 ], [ 5.135639370000001, 4.2291027, 4.2064870700000005 ], [ 4.4496361900000005, 3.6030562700000006, 3.2438213400000007 ], [ 3.1002030500000006, 3.5997390400000007, 3.1712571600000006 ], [ 2.3420387000000007, 4.36208137, 4.0213783 ], [ 3.0167854000000007, 4.95863936, 5.20645144 ], [ 4.45736617, 4.94019248, 5.198849560000001 ], [ 7.06022321, 3.7582640400000007, 3.2503757800000006 ], [ 7.31150418, 4.595677330000001, 4.89696007 ], [ 6.58912267, 2.934823410000001, 5.00056567 ], [ 5.18715796, 3.1756851100000008, 2.3965807400000005 ], [ 2.5841242700000007, 2.8976049700000006, 2.5462714500000008 ], [ 1.3426386900000007, 4.27303119, 3.8776580000000007 ], [ 2.4420377100000006, 5.49607546, 5.981601380000001 ], [ 5.04038401, 5.26066515, 6.14518824 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7392875146670781055272145157842595984521341671637819157727317911313268594624897920090899977023762113799208642243044636977376547948445139604924280297373572
1
i-PI
DFT-PBE-vdW-TS
null
[[0.25307976840144275, 0.13179211659903714, -1.7537055753818072], [2.380557312852929, 1.2667124546495325, 2.4644508958961295], [2.933589126650206, -1.683147842213632, -3.9455523476261143], [-1.1691605566806262, -0.21224761454431504, -0.4550478899864176], [3.723153884519653, 0.7522261406968442, 3.4367309881842236], [0.2973691654209788, 0.009993081400956198, -2.4774918473010445], [-1.284577968619861, -0.070930673941383, 2.289350920330274], [-0.6081485170076637, -0.3060280723545519, 2.593145133787681], [-0.7962257179965979, -0.2067145477590034, -0.27783480107144926], [0.6235062985658045, 0.4332237326535625, -0.8892186360251053], [-2.041628364152138, 0.20590059670262878, 1.6492022064290135], [-0.26552801204256954, -0.08876770060694754, -0.9625515527811517], [-3.351092156477918, 0.20212619838210286, 0.16578810645696604], [0.26353869034781446, -0.26383337697160114, -0.3266385648074071], [-0.9584329537814598, -0.170304492693231, -1.5106270361037795]]
null
[]
null
null
null
-7,381.117033
null
5.19676
2.410034
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:01
4610488421861056377646599561928201975502596017225153934473827428286923893056815651014144902967620043360549601743489484487322434037742311801833745884042807
PO_4610488421861056377646599
null
null
null
[ "toluene_10k_test_8067" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
9413032370131292443975396907221949167058577563847988109721088284398939807494477810002494364309404170662805676695389984172987646240090208255452771934501350
CO_9413032370131292443975396
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.5224374199999997, 3.92181141, 3.59198543 ], [ 2.14864723, 3.1602425899999997, 3.80013879 ], [ 4.37197197, 3.10342735, 2.78103336 ], [ 3.32129293, 4.86380399, 2.99456103 ], [ 3.81868267, 4.1242206999999995, 4.61908109 ], [ 1.4138807299999998, 3.94906017, 4.07976108 ], [ 1.6712852399999998, 2.72062748, 2.8487716599999997 ], [ 2.24465041, 2.41282711, 4.564265219999999 ], [ 5.18425466, 2.90583601, 3.29408954 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
11247243854399487323426750887895834068926560076634823765162512845985111081504751038265356092980194513734883594753028047996844552131074972006383772880944589
1
i-PI
DFT-PBE-vdW-TS
null
[[-2.4287620952606446, -0.6321673396870495, -1.3906197484054998], [-0.48467142702116, 1.4923389985351587, -1.8797761423636588], [0.9664238755609154, -0.03830441762132857, 0.7523014540630479], [0.2481571705950256, -0.5448559833429601, 0.7919751615900249], [0.8810825046941698, 0.30044378514014425, 0.09842107444368123], [0.138622978076817, -0.41054497347848184, 0.386410151399448], [1.0768220617097966, 0.3817901854576566, 1.0431423099956114], [-0.08115910169827047, -0.6082235161999816, 0.5154971997747665], [-0.31175770173439277, 0.055903787879458045, -0.3178076571343577]]
null
[]
null
null
null
-4,215.068205
null
2.869206
1.31664
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
5203639184813722611797335857409716690622434830781434728093416141464060296208986838788798367317861193245999735065171663765658431681861313814821241401383413
PO_5203639184813722611797335
null
null
null
[ "ethanol_10k_test_1347" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:43
12414146576071104539443851715585973294467861825598842849826693083580100240818066473431551070752312553138764152416606313705589750315604803456379528605875017
CO_1241414657607110453944385
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H6
CH
AB
[ 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.5, 0.5 ]
2
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 158.5221, 208.0815, 160.28209999999999 ], [ 157.14589999999998, 207.9811, 160.201 ], [ 156.39839999999998, 208.8207, 159.4196 ], [ 157.0325, 209.84969999999998, 158.70069999999998 ], [ 158.4217, 209.92149999999998, 158.7038 ], [ 159.2199, 209.07469999999998, 159.4835 ], [ 159.0701, 207.34179999999998, 160.7899 ], [ 156.7077, 207.18439999999998, 160.76239999999999 ], [ 155.34369999999998, 208.5965, 159.4776 ], [ 156.4657, 210.5236, 158.0471 ], [ 158.83999999999997, 210.6821, 158.00879999999998 ], [ 160.3244, 209.1037, 159.48399999999998 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
5271833737132935727047144757110779248461516839455414593568211702447350294169651495342790446988472616919856533065809300521086771905897391331921236186236384
1
i-PI
DFT-PBE-vdW-TS
null
[[0.9726587258223146, 2.0455344458841345, -2.085786096757575], [1.1010880934168006, -0.4334439639695896, 0.47085314641647275], [-0.28917870022011644, 0.7060524220616015, -0.08817771672104532], [-0.7816725728647923, -0.6925519459231622, -0.13246827044663345], [0.6971728304478824, 0.8288617949638603, -0.5492139812979066], [-0.9904241534882993, -1.1946235384111026, 0.8964890644269947], [0.8534274162074402, -0.8520349064114773, 0.960107404343007], [-0.6601745320573863, -0.5490491281202678, 0.3605988416566495], [-0.6036648609831868, 0.5551280890456937, -0.5270487222317624], [0.02375234556722918, -0.10698284340509233, 0.19062709774107434], [0.18164572177904054, -0.41344802285464505, 0.5761287603228374], [-0.504624318965921, 0.10655759714004714, -0.07210952745211295]]
null
[]
null
null
null
-6,354.12211
null
3.079087
1.175019
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:17:28
5673439878941952654648222873198415694588693484765340449124077982262137918558138118794463617411814972561546236321894296311253346602954037364399771800355205
PO_5673439878941952654648222
null
null
null
[ "benzene_10k_train_5672" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:45
373516740362077861163760365121398177393617882816567273247390432880873467369371748292775736362064132026816818733017439803078379657665107098328965920876272
CO_3735167403620778611637603
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 12.001275769470215, 7.580917769470215, 0.319936 ], [ 11.550144769470215, 8.476567769470215, 0.387144 ], [ 0.116134, 7.402167769470215, 1.16862 ], [ 3.0002, 5.75658, 8.126527769470215 ], [ 4.00448, 5.71705, 8.066537769470216 ], [ 2.65913, 6.696377769470215, 8.370487769470214 ], [ 2.89943, 0.9531, 8.894307769470215 ], [ 2.75301, 0.0512297, 8.466017769470215 ], [ 3.763, 1.01739, 9.467227769470215 ], [ 8.953537769470215, 8.490347769470215, 2.18447 ], [ 8.941007769470215, 7.497517769470215, 2.47566 ], [ 8.007487769470215, 8.754587769470215, 1.91568 ], [ 8.389037769470214, 3.64881, 6.489217769470215 ], [ 7.9293277694702144, 3.80412, 5.57005 ], [ 8.960377769470215, 2.80183, 6.465297769470215 ], [ 6.289027769470215, 9.311297769470215, 2.23158 ], [ 6.483997769470215, 9.762227769470215, 3.11465 ], [ 5.98444, 8.376957769470215, 2.30183 ], [ 6.748857769470215, 10.375217769470215, 12.121303769470215 ], [ 6.604947769470215, 9.994567769470216, 0.619599 ], [ 7.653127769470215, 10.874537769470216, 12.067839769470215 ], [ 1.74478, 7.582377769470215, 10.939087769470214 ], [ 0.898148, 7.541717769470215, 11.507133769470215 ], [ 2.10135, 8.526817769470215, 11.034967769470216 ], [ 9.149037769470215, 11.844072769470214, 12.384520469470214 ], [ 9.645817769470215, 11.038397769470215, 0.28219 ], [ 9.413767769470216, 11.982785769470215, 11.412657769470215 ], [ 7.869967769470215, 1.75399, 0.729492 ], [ 8.367477769470215, 0.86611, 0.468354 ], [ 7.720157769470215, 2.45605, 0.00489445 ], [ 6.873837769470215, 3.18102, 8.872067769470215 ], [ 6.191707769470215, 3.85897, 8.614877769470215 ], [ 7.5735877694702145, 3.0763, 8.139357769470216 ], [ 5.20395, 12.433796949470215, 11.266507769470214 ], [ 5.59198, 0.346822, 10.379437769470215 ], [ 5.73309, 11.676735769470215, 11.718239769470214 ], [ 2.191, 8.459597769470214, 7.764827769470215 ], [ 1.3613, 8.044087769470215, 8.202367769470214 ], [ 2.09732, 8.382887769470216, 6.732987769470215 ], [ 0.895366, 1.19802, 10.571797769470216 ], [ 1.62747, 1.33134, 9.834567769470215 ], [ 12.403906569470214, 1.35607, 10.192157769470215 ], [ 12.321909769470215, 0.511432, 3.081 ], [ 0.582592, 1.24745, 3.00237 ], [ 0.0660012, 12.138589769470215, 2.4748 ], [ 9.514597769470214, 11.898318769470215, 3.7835 ], [ 10.481967769470215, 12.247507769470214, 3.74853 ], [ 8.963527769470215, 12.085583769470215, 2.96531 ], [ 1.03538, 4.38378, 9.300317769470215 ], [ 1.71212, 4.86696, 8.695507769470215 ], [ 0.495034, 3.69065, 8.816087769470215 ], [ 10.584967769470214, 3.06734, 10.157577769470215 ], [ 10.237447769470215, 3.77751, 9.528827769470215 ], [ 10.975217769470214, 3.58371, 10.941967769470216 ], [ 10.891077769470215, 11.137997769470214, 8.345547769470215 ], [ 11.678995769470214, 11.422187769470215, 7.764927769470215 ], [ 10.157457769470215, 10.637417769470215, 7.799107769470215 ], [ 3.57382, 0.869914, 4.60916 ], [ 3.51355, 1.07741, 3.64052 ], [ 4.27841, 0.124489, 4.76591 ], [ 11.507636769470215, 9.726047769470215, 10.688427769470215 ], [ 11.774612769470215, 10.306197769470215, 11.463103769470214 ], [ 11.352947769470214, 10.236977769470215, 9.821627769470215 ], [ 7.437147769470215, 3.92621, 11.553944769470215 ], [ 6.489887769470215, 4.15204, 11.816459769470216 ], [ 7.679187769470214, 3.90552, 10.546857769470215 ], [ 1.21032, 2.91383, 2.27335 ], [ 2.20946, 2.864, 2.60386 ], [ 1.10454, 3.86184, 1.9118 ], [ 6.431167769470215, 6.252587769470215, 5.60704 ], [ 6.00782, 6.712357769470215, 4.82506 ], [ 7.047227769470215, 6.875747769470215, 6.06731 ], [ 1.91242, 12.078721769470215, 0.132969 ], [ 2.57405, 0.124694, 0.755779 ], [ 1.3912, 0.298188, 11.954784769470216 ], [ 7.805377769470215, 7.398817769470215, 9.304607769470215 ], [ 7.013887769470215, 7.973897769470215, 9.578317769470214 ], [ 8.592937769470215, 7.4399077694702145, 9.970277769470215 ], [ 6.280847769470215, 1.71785, 2.839 ], [ 6.784897769470215, 1.79667, 1.92598 ], [ 6.6882177694702145, 2.29809, 3.55831 ], [ 9.577687769470215, 4.99666, 0.804847 ], [ 8.729047769470215, 4.80291, 0.243077 ], [ 10.456447769470214, 4.76599, 0.315466 ], [ 12.115648769470216, 4.75693, 11.896046769470216 ], [ 0.218237, 4.60269, 11.028817769470216 ], [ 12.163659769470215, 5.73141, 12.209262769470214 ], [ 4.00085, 0.596195, 1.39451 ], [ 4.34942, 0.540716, 0.436642 ], [ 4.84131, 0.59751, 1.90952 ], [ 10.808297769470215, 6.553867769470215, 6.03163 ], [ 11.382497769470215, 6.649597769470215, 6.872497769470215 ], [ 10.865097769470214, 5.61372, 5.69637 ], [ 5.06646, 7.075307769470215, 3.0974 ], [ 4.57611, 7.042437769470215, 2.16697 ], [ 4.49747, 6.598617769470215, 3.80323 ], [ 9.913567769470214, 7.3914377694702145, 10.967387769470214 ], [ 10.274287769470215, 6.940287769470215, 11.819466769470214 ], [ 10.485977769470214, 8.251907769470215, 10.758027769470214 ], [ 0.702781, 10.575797769470215, 2.29095 ], [ 0.925448, 9.729717769470215, 2.80019 ], [ 1.44405, 10.966937769470215, 1.73214 ], [ 2.15068, 1.80482, 6.4757077694702145 ], [ 2.43946, 1.50163, 7.414067769470215 ], [ 2.89388, 1.57894, 5.75873 ], [ 9.244807769470215, 6.06194, 3.25188 ], [ 9.617397769470214, 5.68037, 2.39041 ], [ 9.682657769470215, 5.62199, 4.06104 ], [ 5.81354, 5.7708, 8.195997769470214 ], [ 6.5505477694702146, 6.14838, 8.782847769470216 ], [ 6.0833, 5.73341, 7.188227769470215 ], [ 11.913632769470215, 9.040177769470215, 4.75804 ], [ 11.461675769470215, 8.158817769470215, 4.82569 ], [ 11.451854769470215, 9.770677769470215, 5.28732 ], [ 3.18169, 10.855767769470216, 7.914857769470215 ], [ 4.17525, 10.846447769470215, 7.655097769470215 ], [ 2.76434, 9.923527769470216, 7.743277769470215 ], [ 1.92844, 8.145867769470215, 5.1129 ], [ 0.963305, 8.553877769470215, 5.03831 ], [ 2.53097, 8.820307769470215, 4.67518 ], [ 9.711037769470215, 1.41043, 6.17028 ], [ 9.419907769470214, 1.22477, 5.23412 ], [ 10.000527769470215, 0.52428, 6.637747769470215 ], [ 1.51583, 7.440747769470215, 2.1674 ], [ 2.23047, 7.2521477694702146, 1.49284 ], [ 1.77857, 7.189947769470215, 3.08703 ], [ 12.270916769470215, 7.2074077694702146, 8.649357769470214 ], [ 11.829578769470215, 7.811067769470215, 9.324817769470215 ], [ 0.228516, 6.427677769470215, 9.100267769470214 ], [ 2.88489, 9.975227769470216, 11.018127769470215 ], [ 3.03118, 10.308737769470214, 10.058477769470215 ], [ 2.7515, 10.776767769470215, 11.610709769470215 ], [ 6.16018, 10.853697769470214, 8.088817769470214 ], [ 6.20253, 10.023317769470214, 8.719707769470215 ], [ 6.5175877694702145, 11.681817769470214, 8.599427769470214 ], [ 9.646857769470214, 10.417247769470215, 6.03161 ], [ 8.973627769470214, 9.639797769470215, 6.01377 ], [ 9.496657769470215, 10.866277769470216, 5.13282 ], [ 11.993962769470215, 2.87365, 7.266167769470215 ], [ 11.193927769470214, 2.39639, 6.865287769470215 ], [ 0.387548, 2.74532, 6.7718577694702144 ], [ 11.120207769470214, 4.24665, 4.64936 ], [ 11.403207769470214, 3.86096, 5.54213 ], [ 10.933907769470215, 3.41845, 4.01553 ], [ 2.5274, 3.38783, 11.387307769470215 ], [ 2.21074, 4.00699, 10.632777769470215 ], [ 2.01769, 2.52367, 11.445544769470215 ], [ 3.72992, 9.850197769470215, 3.96743 ], [ 4.07415, 9.750757769470216, 3.03473 ], [ 4.36177, 10.441947769470215, 4.50568 ], [ 8.361487769470216, 7.685677769470215, 6.571527769470215 ], [ 8.368037769470215, 7.674007769470215, 7.562087769470215 ], [ 9.095557769470215, 7.125087769470215, 6.17128 ], [ 4.88615, 4.17879, 0.193928 ], [ 4.1028, 3.75724, 12.134951769470215 ], [ 4.81608, 4.07991, 1.20586 ], [ 10.803167769470214, 10.003627769470215, 1.05832 ], [ 10.219427769470215, 9.472977769470216, 1.73538 ], [ 11.723989769470215, 10.221357769470215, 1.43381 ], [ 7.189887769470215, 0.669782, 9.492807769470215 ], [ 8.160407769470215, 0.495892, 9.852687769470215 ], [ 7.031177769470215, 1.72431, 9.432967769470215 ], [ 10.441127769470215, 2.37398, 2.56941 ], [ 9.856037769470214, 2.169, 1.75031 ], [ 11.373857769470215, 2.12961, 2.33436 ], [ 12.435875729470215, 12.228414769470215, 6.316497769470215 ], [ 0.615959, 0.584452, 6.22289 ], [ 12.174809769470215, 11.985919769470215, 5.41191 ], [ 9.381177769470215, 5.20009, 8.588907769470215 ], [ 8.938347769470216, 6.00278, 9.002397769470214 ], [ 8.952237769470216, 4.83454, 7.750477769470215 ], [ 5.8423, 11.421877769470214, 5.24724 ], [ 5.90302, 11.264577769470215, 6.238137769470215 ], [ 6.633007769470215, 11.986362769470215, 4.96328 ], [ 3.81689, 6.640087769470215, 0.600225 ], [ 3.34666, 6.991547769470215, 12.185722769470214 ], [ 4.35365, 5.83437, 0.396992 ], [ 7.090327769470215, 3.9308, 4.2869 ], [ 7.748757769470215, 4.20861, 3.54242 ], [ 6.688127769470215, 4.73939, 4.75452 ], [ 9.911567769470215, 0.484568, 10.032087769470214 ], [ 10.292377769470214, 12.367546569470214, 9.250907769470215 ], [ 10.207407769470215, 1.46801, 10.119597769470214 ], [ 4.09797, 3.68029, 3.08715 ], [ 4.77579, 2.89144, 3.19219 ], [ 3.95251, 4.27162, 3.88681 ], [ 3.0893, 5.75059, 5.0346 ], [ 2.56555, 6.638587769470215, 5.0175 ], [ 3.05337, 5.3312, 5.95223 ], [ 5.65467, 8.976007769470215, 10.062157769470215 ], [ 5.84468, 9.644647769470215, 10.813747769470215 ], [ 4.6902, 8.728837769470214, 10.078367769470216 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8926088465915724745145630980248706477738775721301707568570119930884694653566229317729410029381202578258641562936495397604921542141822148075172901295106760
1
DLPOLY
NPT-PME-SHAKE
null
[[1.2943073269813516, -1.8073356541829932, 0.566982010813286], [-0.7767951459897695, 1.2330381101553651, 0.06884233313038908], [-0.2672450577870751, 0.2564764367845998, -0.5769514304100688], [-1.8495680062721915, 0.650965372853691, -0.006655010381379084], [1.406928378024433, 0.1560793078386784, 0.19242324110644513], [0.725959345235927, -0.7245500101472127, -0.3255763530050493], [1.68230378152791, 1.8008266942809614, 1.4486620423130094], [0.32375549207043036, -1.5379878684435564, -0.30854551415145887], [-1.7323156633068117, -0.4425789184285523, -1.1690282786337862], [-0.6850539363379491, -1.11446749683008, 0.15120907941364722], [0.5278762144132049, 1.0247947574469267, 0.07481227656618324], [0.19694178622164632, 0.22847620088358803, 0.09271777045790813], [-0.5022306522142606, 0.5697529804184814, -0.4716415761656719], [0.49126385701623376, -0.3348133519972663, 1.2909119135214644], [0.08105498054683936, -0.18607819771627004, -0.09460627947678543], [1.3106252591008356, 3.636956148430304, -1.6260517976177467], [-0.05658848976519176, -0.20526943885046825, 0.6556617110108531], [-1.1690586335433892, -3.1553321434208765, 0.9939064687179648], [1.114437141920477, 0.7515572068626379, 0.4531597726330543], [-0.09934554814895762, 0.017251388953935125, -0.3233439662245257], [-1.1078197716270057, -0.6066949054054288, 0.15675925781378736], [-0.7719600425315648, -0.5589509690154428, 0.8266118890640801], [0.015557194720674121, -0.36371122593939775, -0.2150961903721165], [0.7894097791376777, 0.7897783744685724, -0.44395356219200605], [-1.1824494850940048, 0.5356730897655386, -0.38365093241609466], [0.9696919236860226, -1.077252377656705, 1.013190509147235], [0.19012884358201812, 0.7286305772809981, -0.40885981755832046], [1.0760988910917881, -2.419663563527622, 0.676012509691889], [-1.1930867127020552, 2.4507513273768327, -0.20045948660307747], [0.33607394802892565, -0.14608386974795018, -0.5894880080761405], [1.4780586040557628, -1.3673455759020179, 0.5742715255336827], [-1.4283936355294677, 1.5689065120821213, -0.4889352018081119], [-0.030049972854037984, 0.25232475243403013, -0.23452636800904747], [-0.5809019050741266, 0.4498597603176338, -0.22694327794863256], [0.39773300862252886, -0.8245347459640979, 1.3227889050203552], [0.09557373380999214, 0.42461661749171314, -0.8439705609413838], [-0.9382095460119719, -0.7362323139287407, -1.3622979880765915], [0.2767240287729852, 0.3840147576897659, -0.01914831061918812], [0.33721572627156715, -5.321649294985542E-4, 1.3692752808696422], [0.7033189190876876, 0.585867101002059, -1.388971280786383], [-1.4171840010546162, -0.5919857834949082, 1.4971865335213603], [0.44148614168284145, -0.016124831530251703, 0.2335142485945677], [-0.01839247337007145, -0.6682112979238977, -0.13342240331094007], [-0.0733795248329179, -0.15470986777401377, -0.2784282401264152], [0.1525915287252846, 0.8179043664236539, 0.9139689824860844], [1.064334195412766, -0.06611386039863802, 1.6078908888437902], [-0.8642649862188709, -0.07090690062496423, -0.7269914121624318], [-0.07621814252237157, 0.38556372536265443, -1.094671759353215], [0.6316032769425841, 1.3694877652368636, 1.0833580509025815], [-0.08909729702539232, -0.38540631347428417, 0.12252325619717161], [-0.7727536065969024, -0.8782412538832602, -1.0913804198691095], [0.2551022266627119, 0.2901925021638714, 0.7206255539771002], [-0.5222605561366352, 0.290839061738417, -1.0992900420285405], [0.3331316900052557, -0.4695904515596353, 0.36722935996239464], [-1.5749991760810251, -1.089381332250964, -0.22703781180996788], [0.09699174173002169, 0.05329628299795494, -0.5260939475779384], [1.747319661482048, 1.0826598879817106, 0.5413537942769721], [2.2790769679087894, -2.115013017919804, 1.5400476658809081], [-0.2962318282501869, 0.4818928627801975, -2.0877586455118964], [-1.2528121655539424, 1.3707539986088777, -0.04967407499917608], [-0.46667204382208205, -1.496037383372101, -0.9442761915169302], [0.24519611873452984, 0.8277783848759698, 0.6619018131421147], [0.05114715539805694, 0.5219656798719196, -0.12362427213263187], [2.7796164180165928, -0.3677844211665652, -0.8587230470084803], [-1.415566518014338, 0.24919819674491295, -0.3608335805090258], [-1.3519513003175991, 0.11634993486703682, 1.3864735053676152], [3.9640086173251943, 0.8141403576328721, 1.0860422921946251], [-3.1852924391991158, -0.2495646238679787, -0.9526888378926407], [-0.6713682085226179, -0.6691956642781689, -0.07450829382858669], [-1.8862757648136295, -2.913260412167635, -0.5614140531089499], [-0.5921462308742388, 0.6863635338665389, -1.288795742680564], [2.2535007883603666, 2.0192953151099804, 1.3109288081968662], [-0.9826447972552224, 1.4095085453406948, -0.6633068118151716], [-0.3608387842078149, -0.24151927189846542, -0.6069724360075142], [1.2298942088036176, -1.3962954868320403, 1.1614265419860437], [1.0629638880649699, -0.670379505752689, -0.2611046932159379], [-0.39048555713401084, 0.4897331022891071, 0.5275813381484893], [-0.6375615120561028, 0.2263366133981367, 0.020718570092955406], [-0.13868117457889068, -0.8074926324297979, -2.0074655731960944], [-0.521670803607204, -0.05071871753108776, 1.7775488150310574], [0.47620348543744895, 0.7819077800500595, 0.40651641853696274], [-0.1109376544848078, -0.32936117659098757, -1.37387188146668], [1.3782299792025505, 0.05419869109629791, 0.6421277577435375], [-1.1102481643952522, 0.13757235309524676, 0.5065453857935555], [0.3109687032209161, 0.3719530175381995, -1.181499810064994], [-0.6064607389599194, 0.2861813176806074, 1.272811714566714], [0.10469668507041471, -0.4963938367391542, -0.2037742427317337], [-0.7567088686638462, -0.11945914489352365, -1.8546806403324816], [-0.8506182861444581, 0.034737204538319175, -0.44341151023480824], [1.9961995653176945, 0.32410760902182606, 2.4038399827931025], [0.2733910596985671, 1.7090421204725652, 1.216733187282854], [-0.3159924407602257, 0.22777543611332268, -0.16890599171224238], [0.14391306006976426, -1.600649074695627, -1.0394995429417897], [-1.9724229982671684, -0.5967775227965372, -2.0117152605405253], [1.3784164450758265, -0.11114493515324025, 2.3693047684961135], [0.21521110538704244, 0.22976324905075862, -0.3923771016438484], [2.041237578337349, 2.2110429426569738, -0.02577860343131898], [-0.5060727164868788, 0.5301788511273814, -0.8982711578056349], [-1.7410665501038138, -2.3780686645400886, 0.8196779604276053], [-1.4803569043542817, 0.014000811777011098, 0.01277642481609261], [0.520725464993851, -0.3469054470584358, 0.07510108184897825], [1.0661294714950054, -0.013077502155198583, -0.6120156874172828], [1.2720485054109794, -0.21758225746860865, -0.9105475505322516], [-0.047746104597814795, 0.30490075679126055, -0.44181570927281777], [-2.2449233581896677, 0.3107076509983296, 1.7072338351433534], [-0.3379034817948598, 0.03120532407768775, 1.2126743022273565], [0.1182531876991499, -0.4959255038481352, -0.904619670328336], [0.11196625227878643, 0.1491475474100324, -0.35502451809412794], [-0.10503969554892952, -0.8129608525740095, -2.02858825386418], [0.33208704747334405, 0.3989853654644388, 0.029405408030694885], [-0.4843646197050197, 0.36479532985379337, 1.9152256757436519], [1.7346486549305913, 1.912094783638877, -0.4461347792677702], [-1.4227736408372404, -2.0075392922622735, 0.3725388672935389], [-0.5317963341676597, -0.0549605993273352, 0.2555840024422693], [0.8640828567612526, -0.596768849965222, -0.36751252790483474], [-0.808476998784069, 0.06814807298361009, 0.3933671053384745], [0.2153676499922812, 0.8515289334325505, 0.4280120309516004], [-3.3112046042326884, 0.6206494909915301, 0.1238484648221289], [1.725351379760734, -1.3711529488493754, 0.266075526484225], [1.708400330955243, 0.9120306046871449, -0.6443133112349592], [1.4216938733385023, -1.948997680884906, 2.6386005172476596], [-0.4473142843266327, -0.35261737376260377, -1.7265222119882813], [-0.6131344826569393, 2.001971334557937, -0.9997606298557014], [-2.037833492046146, 1.0651320958937613, -1.2540350347693807], [1.4380421603675893, -0.489962932318959, -0.9061070608988868], [0.7067143325475748, -0.6722268188228192, 2.268799662800318], [-0.7085486363707324, 1.8068629848763167, -1.8451752172110603], [-0.32199187182249145, 0.5046547085668494, 0.41016291046342407], [1.1108422533403408, -2.3921923703368355, 1.247192170861715], [0.5905981304844817, -0.27948806011312843, -1.9492318473304158], [-0.21251515577272326, -0.49537911547527985, 0.6880981001295721], [-0.4454626348408449, 0.9539637440959701, 1.1137996888188124], [0.574340908184204, -0.3110805827448817, 2.026103487692385], [-0.3379104200599119, 1.559045502876778, -1.4091919869976912], [-0.39578509070914275, -0.9465875010624218, -0.881194352946074], [-1.6951005441334366, -1.5219084391852393, -0.4856481987396641], [0.9577104072241216, 0.3059024688081622, 0.8997802304544738], [0.5958798847554175, 0.9725105938634515, -0.4162078738900944], [-2.754122630365664, 1.1426585350200256, 1.9007724023569286], [-0.1540589717838106, -0.45861931994595095, -0.13109157989498935], [3.0894793352448255, -0.8320020537264554, -1.8174568483277913], [-0.8808604489404401, -3.788617949638603, -1.7877870923986101], [0.26811320820172313, 0.3286361278930397, 0.39076959235958253], [0.4599939637094046, 3.2482658673785325, 1.379556922393771], [1.2720658510736098, 1.4887825599769648, 0.009484651690421552], [-0.16660465592276325, -0.7426328634393327, 0.312642559664743], [-0.9014540868983006, -0.8050035298423452, -0.23615035567281226], [-0.2701517572023528, 0.4075281043098768, 1.2781108145002802], [0.40200090891272183, -0.28865307460542955, -1.3804155326939722], [-0.07482702037941902, -0.12703052663166312, 0.15260887438791493], [-1.0846156114432806, 1.33011744748167, -2.198497692159587], [0.05870986430488124, -0.13633907648223023, 2.7158711078501265], [1.358499287960549, -0.6189886437946759, -0.2667879995767658], [0.5886033792819936, 0.2866132246801026, -0.028229502196828172], [-0.3677887575822228, -0.09303562972560896, 0.16929540183829334], [-0.35631416811069305, -0.30016062083595685, -0.04662167201780359], [-0.8282293721043584, -0.5769427575787537, 0.3809966123920883], [0.6081779595603222, 0.5325161791668184, -0.9370300409531095], [0.2773796948204117, 0.14032944617033785, 0.5615094542534167], [1.9098702024065373, 3.087996281089932, 0.8606700976387349], [-2.3428613058161742, 0.38839974120271353, -1.056259789458347], [0.3824302314084851, -3.848304374749572, -0.09192594095883354], [-2.937583367591017, 0.4665723062619576, -0.8497900307538597], [0.14265766773689403, 0.51019664777724, 1.1170606733933146], [2.3335857127246045, -0.5629578170830494, -0.020838645442513872], [1.0015559059379406, 1.3823322284146238, 2.830517265005299], [0.404090627618111, 0.0073345267149223, 0.6412734838589936], [-1.1493279423013878, -1.365775793433973, -3.507891409213669], [1.5948686326240693, -1.2108183163259112, 0.7743017069866593], [-0.8406055023910995, 0.8736099619609619, 0.01317854064002026], [-0.6289970911323769, -0.0766366066333283, -0.7576498708615418], [-0.24051322346590623, 0.3093585920872556, -1.1619208933710081], [-0.025820276385788352, -0.5183707912917835, 1.4916619399735997], [0.09820420354788183, 0.13684079977381255, -0.33499895058741086], [-2.6041043306915888, 3.5833623873182394, -0.8053114153540337], [0.8275615640930907, -0.7277936490590845, 1.4966011174075866], [1.5100786972713538, -2.5721926478674373, -0.6827122718828543], [1.0472660633845203, -0.253959147495373, -1.5309672114939301], [-0.8952790310019029, -0.07932865347355568, 0.8922522128729101], [-0.157552821879125, 0.5959405945746236, 0.1294719286468822], [-0.654365122729236, -0.5582918338354902, 0.2006017210366462], [0.18190569857054395, 0.9302652325272804, 0.6001859455033971], [0.23218817268647887, -0.4208630160985095, -0.7241857512319756], [1.1897736911396621, -2.5134342157071914, -1.6984829483463513], [-1.3918072966264419, 2.0994409492934243, 0.2669193929711906], [0.08624480280583438, 0.39088884379016603, 1.2186455465878478], [0.0402418505740547, 0.7032278543588782, -0.9145370529372278], [0.3500467465607887, -0.5850692005210637, 0.2684748652675655], [-0.09624240910439139, -0.181647248197352, 0.6615852547991112], [1.6273657315619943, 0.6883496122377118, -0.07558155670383843], [0.36813263534386914, -0.2974772468270447, 0.053686560407137394], [-1.8088230447535443, -0.5886597526855422, -0.0314463420599362]]
null
[]
null
null
null
-27.112582
null
4.502263
1.676713
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
7056631011648253158099551954827335330130569186139223864956473468883653978275435629202991458382771519170840409455034927632487991956412817208770924008638607
PO_7056631011648253158099551
null
null
null
[ "water_90k_val_2490" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:57
3069872625287913272101985350519607073572195981117149720687221377233499058473559694375578593372816910012218404110417888141263596519831349721484236567534649
CO_3069872625287913272101985
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 1.62989, 5.3295, 4.97041 ], [ 1.3806, 4.36678, 5.025 ], [ 0.852184, 5.93782, 5.06615 ], [ 3.42622, 0.886323, 1.27075 ], [ 3.67581, 12.379962869470216, 1.01202 ], [ 3.33286, 1.5502, 0.493037 ], [ 7.2077377694702145, 8.797797769470215, 7.8836477694702145 ], [ 6.400697769470215, 8.759437769470214, 8.484637769470215 ], [ 7.484637769470215, 7.891157769470214, 7.452357769470215 ], [ 1.969, 8.549827769470214, 1.64133 ], [ 1.57243, 8.479077769470216, 2.56967 ], [ 2.65945, 9.322207769470214, 1.66129 ], [ 0.710427, 9.604987769470215, 10.722957769470215 ], [ 0.152235, 9.448217769470215, 11.564934769470215 ], [ 0.320029, 10.430927769470214, 10.242347769470214 ], [ 6.670567769470215, 10.149457769470215, 4.08184 ], [ 6.7317377694702145, 9.181587769470216, 4.44922 ], [ 6.01539, 10.691437769470214, 4.62571 ], [ 8.923207769470215, 7.941037769470215, 3.83754 ], [ 9.179777769470215, 8.943167769470215, 3.60436 ], [ 8.085417769470215, 7.880797769470215, 4.488 ], [ 7.403867769470215, 1.57431, 10.810097769470215 ], [ 6.917767769470215, 1.63177, 11.677077769470214 ], [ 7.0176577694702145, 0.901059, 10.151477769470215 ], [ 7.6355477694702145, 11.394297769470215, 7.112937769470215 ], [ 7.726627769470215, 10.385877769470214, 7.125747769470215 ], [ 8.414517769470216, 11.810317769470215, 6.6256477694702145 ], [ 0.765773, 6.510237769470215, 12.256517769470214 ], [ 0.108886, 6.920637769470215, 11.611552769470215 ], [ 1.06254, 7.275037769470215, 0.416687 ], [ 5.01923, 2.27376, 4.04216 ], [ 5.15371, 1.70954, 4.91164 ], [ 5.59529, 1.88253, 3.29433 ], [ 9.265527769470214, 6.974217769470215, 11.535591769470216 ], [ 8.361457769470215, 7.406597769470215, 11.619693769470215 ], [ 9.219797769470215, 5.96585, 11.726788769470215 ], [ 5.24297, 7.4257377694702145, 1.19298 ], [ 4.63692, 6.674787769470215, 0.925117 ], [ 4.72764, 8.084927769470216, 1.80257 ], [ 7.637207769470215, 6.142687769470215, 2.1838 ], [ 6.883277769470215, 6.605947769470215, 1.6937 ], [ 8.053777769470216, 6.859017769470215, 2.74593 ], [ 4.43338, 9.808737769470214, 2.36801 ], [ 4.99683, 10.314577769470215, 3.06169 ], [ 4.36367, 10.330787769470215, 1.4967 ], [ 0.091166, 11.550016769470215, 6.996887769470215 ], [ 12.026858769470214, 11.743669769470214, 7.8050077694702145 ], [ 0.724109, 12.358733769470215, 6.852747769470215 ], [ 8.284717769470216, 3.14537, 1.94923 ], [ 7.394117769470215, 2.66104, 1.74664 ], [ 8.095787769470215, 4.11865, 2.12355 ], [ 2.33269, 5.44699, 10.017787769470214 ], [ 2.37323, 5.7475, 10.977687769470215 ], [ 1.73662, 4.62786, 9.914917769470215 ], [ 0.975865, 8.988467769470216, 4.25827 ], [ 0.464585, 8.120327769470215, 4.26499 ], [ 1.37883, 9.274607769470215, 5.18109 ], [ 1.77541, 9.484327769470216, 6.8166677694702145 ], [ 1.88094, 8.967117769470214, 7.680937769470215 ], [ 1.2162, 10.391127769470215, 6.895457769470215 ], [ 6.673877769470215, 7.784247769470215, 5.22456 ], [ 5.70309, 7.907927769470215, 5.63162 ], [ 6.921287769470215, 6.825057769470215, 5.33699 ], [ 10.277897769470215, 1.98031, 3.85514 ], [ 9.557037769470215, 2.23439, 3.20588 ], [ 9.841917769470214, 1.49519, 4.65607 ], [ 10.298077769470215, 9.865797769470214, 6.566687769470215 ], [ 10.438547769470215, 8.893247769470214, 6.718977769470214 ], [ 11.138897769470216, 10.398317769470214, 6.890397769470215 ], [ 0.0588922, 4.12866, 0.80168 ], [ 0.488191, 4.94759, 0.466309 ], [ 0.343884, 3.22383, 0.539274 ], [ 10.310947769470214, 10.986957769470214, 1.54684 ], [ 9.701597769470215, 10.822897769470215, 2.37364 ], [ 11.020997769470215, 11.723236769470216, 1.79703 ], [ 3.67689, 4.387, 3.13023 ], [ 4.18159, 3.62572, 3.51249 ], [ 2.99343, 4.78875, 3.79844 ], [ 3.35613, 2.9844, 5.99233 ], [ 4.27719, 2.86805, 5.54237 ], [ 3.22395, 3.74487, 6.654217769470215 ], [ 8.246607769470215, 3.94672, 9.784367769470215 ], [ 8.664047769470216, 4.28741, 10.641097769470214 ], [ 7.874917769470215, 2.97074, 9.870327769470215 ], [ 6.05872, 1.58531, 1.45226 ], [ 5.05644, 1.61481, 1.45932 ], [ 6.478047769470215, 0.67764, 1.29487 ], [ 9.649387769470215, 4.93856, 5.90693 ], [ 8.732627769470215, 5.23276, 5.64197 ], [ 10.247257769470215, 4.87687, 5.07316 ], [ 7.996087769470215, 10.327627769470215, 10.965397769470215 ], [ 7.396647769470214, 9.567487769470215, 11.263637769470215 ], [ 8.599927769470215, 9.865517769470214, 10.319287769470215 ], [ 9.610327769470215, 8.853817769470215, 9.340537769470215 ], [ 9.840467769470216, 8.017727769470214, 9.854127769470214 ], [ 8.854157769470214, 8.743827769470215, 8.688557769470215 ], [ 0.128986, 2.52013, 7.518787769470215 ], [ 0.427698, 2.31784, 6.534627769470215 ], [ 11.589352769470215, 2.8324, 7.528717769470215 ], [ 5.69149, 0.900209, 6.549477769470215 ], [ 6.531647769470215, 0.314234, 6.649547769470215 ], [ 5.83813, 1.73722, 7.095717769470215 ], [ 2.18615, 8.181407769470216, 9.110237769470215 ], [ 2.10389, 7.186647769470214, 9.322357769470216 ], [ 1.71013, 8.752057769470214, 9.765497769470215 ], [ 3.68261, 10.839747769470215, 0.0643478 ], [ 2.88683, 10.234127769470215, 0.0944953 ], [ 3.85624, 11.416777769470215, 11.669805769470216 ], [ 12.218498769470214, 0.53846, 2.24493 ], [ 0.506116, 0.0263293, 2.79229 ], [ 11.626193769470214, 1.17507, 2.80001 ], [ 6.309747769470214, 11.774845769470215, 9.477827769470215 ], [ 6.4841077694702145, 11.634915769470215, 8.472317769470216 ], [ 7.071177769470215, 11.323487769470216, 10.001017769470215 ], [ 10.098987769470215, 0.550734, 11.389317769470214 ], [ 9.867557769470215, 12.153035769470215, 11.956901769470214 ], [ 9.272557769470215, 1.09289, 11.136537769470214 ], [ 1.76116, 11.673692769470215, 3.88158 ], [ 2.75557, 11.475937769470216, 4.01959 ], [ 1.15891, 10.826687769470215, 4.03057 ], [ 1.46067, 2.66481, 9.986547769470215 ], [ 0.775909, 2.46896, 10.716817769470214 ], [ 1.02839, 2.56755, 9.047527769470214 ], [ 6.18588, 3.3615, 8.112947769470214 ], [ 6.8678577694702145, 3.79642, 8.721287769470216 ], [ 5.26322, 3.62338, 8.391697769470216 ], [ 4.43799, 10.975977769470214, 5.75882 ], [ 4.82474, 11.806130769470215, 6.249077769470214 ], [ 3.58526, 10.683597769470214, 6.21294 ], [ 3.78535, 5.07788, 7.905047769470215 ], [ 3.62028, 5.98302, 7.420137769470215 ], [ 3.25894, 5.09238, 8.763547769470215 ], [ 7.175897769470215, 5.1572, 4.95868 ], [ 7.123497769470215, 5.62898, 4.06341 ], [ 6.480077769470215, 4.42726, 4.91211 ], [ 9.801507769470215, 2.74226, 7.6137777694702145 ], [ 9.390137769470215, 3.01806, 8.531177769470215 ], [ 9.605407769470215, 3.46813, 6.967647769470215 ], [ 6.5894477694702145, 7.975647769470215, 11.428927769470215 ], [ 6.08161, 7.840497769470215, 12.318146769470214 ], [ 5.92707, 8.296397769470214, 10.732277769470215 ], [ 9.395897769470215, 10.563887769470215, 4.12923 ], [ 9.874017769470214, 10.416677769470216, 5.04118 ], [ 8.363047769470214, 10.512327769470215, 4.27266 ], [ 2.75606, 0.41859, 7.550567769470215 ], [ 3.24428, 0.294462, 8.402897769470215 ], [ 2.90403, 1.32048, 7.205127769470215 ], [ 11.406947769470214, 8.796537769470214, 0.150129 ], [ 10.618197769470214, 8.180157769470215, 12.331327769470215 ], [ 11.125917769470215, 9.467307769470215, 0.867623 ], [ 8.703907769470215, 6.3604677694702145, 8.110697769470214 ], [ 8.377377769470215, 5.62584, 8.739107769470214 ], [ 9.433917769470215, 5.94285, 7.510297769470215 ], [ 11.676762769470216, 4.24117, 3.37382 ], [ 11.372427769470216, 3.30601, 3.60974 ], [ 12.045807769470215, 4.18609, 2.43028 ], [ 4.83297, 9.195627769470214, 9.572587769470214 ], [ 3.92161, 8.798747769470214, 9.445007769470216 ], [ 4.9113, 10.210037769470215, 9.644477769470214 ], [ 3.8681, 12.333177769470215, 10.208767769470215 ], [ 3.51197, 0.789244, 10.567907769470215 ], [ 4.88483, 12.300632769470214, 9.974197769470216 ], [ 3.55868, 2.80454, 11.770099769470216 ], [ 3.69568, 3.67448, 12.249466769470216 ], [ 2.86182, 2.90416, 11.077687769470215 ], [ 0.1434, 1.59957, 12.174799769470216 ], [ 0.253056, 1.1064, 0.621772 ], [ 11.816115769470215, 1.07804, 11.755187769470215 ], [ 3.47216, 7.113277769470215, 6.03178 ], [ 2.93695, 6.430367769470215, 5.49673 ], [ 2.94368, 7.961337769470215, 6.21569 ], [ 6.937757769470215, 11.574759769470216, 0.953994 ], [ 7.335187769470215, 11.118577769470214, 1.77082 ], [ 7.268527769470215, 11.234777769470215, 0.0348943 ], [ 9.833217769470215, 4.26502, 12.117378769470214 ], [ 10.837457769470214, 4.0963, 12.308229769470215 ], [ 9.256967769470215, 3.81964, 0.391393 ], [ 9.857277769470215, 0.313349, 6.14118 ], [ 9.973227769470215, 0.965475, 6.886307769470215 ], [ 10.700277769470215, 12.307708769470215, 5.77927 ], [ 3.18132, 5.14424, 0.750919 ], [ 2.39528, 5.79091, 0.66906 ], [ 3.32905, 4.81839, 1.71819 ], [ 11.204027769470216, 11.359467769470214, 9.274097769470215 ], [ 10.638267769470215, 10.509917769470215, 9.310267769470215 ], [ 11.000757769470216, 11.956499769470215, 10.112437769470215 ], [ 1.36651, 1.61821, 5.06837 ], [ 1.38005, 0.702892, 4.6232 ], [ 2.3021, 1.98227, 5.26504 ], [ 11.791503769470214, 6.9622177694702145, 4.16736 ], [ 11.678485769470214, 6.0643677694702145, 3.70171 ], [ 10.884367769470215, 7.390547769470214, 4.28221 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
1197454601429489228329151595216312557344301348358017011644938065413855457983189850408956463357711899697242921436379995016013204280818815952408880501295662
1
DLPOLY
NPT-PME-SHAKE
null
[[3.006354583504622, 0.582415314138623, -0.2535489225741657], [-0.7525372368012516, -1.8291478249406345, 0.06578689465805627], [-2.0967090074291472, 1.2118200283428127, 0.00209343935002333], [0.01695980836511926, 0.7751906721964639, 0.38830867647390427], [-0.2030066971603416, -0.1672876413888325, -0.5752125277313781], [0.05081932237434369, -0.48840615909788676, 0.1562644727872572], [1.854260008013696, -1.1856714419275887, -1.505599179897071], [-1.0149077297476379, -0.41744635420190007, 0.5151184795485965], [-0.84141207570341, 1.5756886661705807, 1.2638483434024905], [1.5609882170913751, 1.5433173232867254, -0.492790275327703], [-0.5339818876590814, -0.13782299792025504, 0.5544237510689264], [-1.0225831854615592, -1.6281549592116744, 0.01245947619567989], [-0.842066874467705, 1.9084348488238774, -0.36720941245036975], [0.024693632233791778, -0.5753729751107086, 0.10431074407688985], [0.7148884760621184, -1.2045305136224163, 0.29765070345334793], [0.8867926655600133, -0.999630537385974, -0.10334936072560376], [-0.32950731379864806, 1.1359934641543208, -0.36193026002882844], [-0.6925559354255671, 0.3421947987296037, 0.7208683932539248], [-1.731053766350455, 2.657264450237896, 1.1940450605623811], [-0.8554880809279236, -3.3681460782324075, 1.0837613375587367], [2.8924672990895264, 0.5032410370624774, -2.1916548282519215], [1.6126479368201583, 0.24787558996935022, -1.827426267924574], [-1.2226393854084816, -0.09046543616535968, 1.605336740021474], [-0.39211821762909077, -0.28141429594822664, 0.20910326393333714], [-1.221793784355253, 0.6717021125282517, 0.06605401786256337], [-0.05357901729882934, -0.8406185116380724, 0.27747596324801], [1.1928135185156277, 0.5034101572731231, -0.3900519155682526], [0.8212043787390744, 0.45697148199606946, 0.30911401824416795], [-0.649595065505895, -0.10374050541791772, -0.568395682317658], [0.22979924130071655, 0.05268268018240699, 0.5072001845578504], [1.486588333654228, -1.7901461025163352, 2.1645782488859746], [-0.30011595575468375, 1.0011916470227038, -1.9721454676650831], [-0.39110089451582186, 0.31598593613673936, -0.06938828786167875], [1.227435461125768, -0.9486169435901705, 0.03300268163944265], [-1.3106772960887265, 0.37776381451936036, 0.002225040892399651], [0.324812710207749, 0.7429580946136514, 0.027045096988272593], [0.007574287136630049, 1.5855106476350056, 1.2730545538435385], [-0.8933666716969089, -1.3116226347020796, -0.3860463684253434], [0.9194588847085842, -0.48645477205197457, -0.7510888739716189], [-0.8268417190939319, -0.7334136437513118, -0.2702237417022686], [-0.7796918716490348, -0.2802538711182575, -0.6762076483964802], [1.5890491628115933, 0.8374399189610643, 1.024074912447768], [0.27489926506427437, 0.30700261746049096, 1.1828484353345023], [-0.33657783952833675, -0.716501622686739, -0.6921613216007272], [0.06240622501140477, 0.1794638629137591, -0.4482162587834099], [3.4657718039315677, 1.23762170150543, -4.107804160530638], [-2.543260082600045, 0.3492128538298356, 4.015668337053977], [-0.6594127105546622, -1.4578465706757695, -0.015332048019732427], [-1.0504663381398165, -1.2462598414953348, -0.4142274328592764], [1.0654399814054496, 0.20313982512102938, 0.15794006379734715], [0.03208583327695993, 1.2053674418443294, 0.21771625271242798], [-0.34751688166615496, -0.09591154058971783, -0.7425461351261811], [-0.04183986310803052, 0.21765164011913002, 0.9739112561208507], [0.02879570798923875, -0.20480630965823843, 0.09020915399999653], [2.260261260370538, 2.8267922839554354, 1.3534343544724923], [-0.9912135545946059, -1.2673998678260507, 0.37017898989268233], [-1.150719931727472, -1.2383242008419584, -1.6537311387600973], [-1.578407598787885, 3.6232444021210277, -1.7767379053030892], [-0.09680180672421958, -0.12322185275960819, 1.2417326235488186], [1.8787911113886415, -3.5223013184438168, 0.3050247782790674], [-4.386371165958097, 2.0560421013923365, 1.4512855737858468], [3.3608305450180653, -0.17900897291127868, -1.4965187255100925], [0.6290838194455285, -2.2897662325047308, 0.29338063495532624], [0.03585539267978346, -1.255466051936383, 1.7993002759694925], [-0.9492197053665746, 0.6423359056951014, -1.2422486570120708], [0.9164494122422218, 0.4760820657990366, -0.7809060680331579], [2.1841094650077277, 2.7093014381288887, 0.28442506933928635], [0.05609327109709581, -1.7957053873893563, 0.37698109149316666], [-2.040426668609381, -1.0511081276571388, -0.8021284862613679], [-4.298428656422318, 0.11802465859399527, 3.6606676692459668], [2.1569808486538897, 2.284861746396005, -1.9677353329413214], [1.841237751793975, -2.5991217891010265, -1.763368735830762], [0.8798153727669628, 2.0120881922870777, 2.358615503900172], [1.301505776972939, 0.19545352836796392, -1.3769420637522485], [-1.858991037496119, -2.0567792920541255, -0.9508805525634287], [-2.5960732888937454, 3.347704214822562, 0.22416753828621383], [1.3081274836820678, -2.4627285074230763, 1.131700412653314], [1.0509736987717537, -0.8153762360952832, -0.9055259812007709], [0.23764902092407283, -1.0440614522135667, -0.22700312048470722], [-1.110955000147438, 0.9590243411683692, 0.769037298378354], [0.9880609804115431, 0.5638684643711417, 0.1128291989946454], [-1.089537443214637, -1.9919542143889208, -1.2292697649489257], [0.4543175956136289, -0.18501751044642534, 0.7803813617385904], [0.9429839396509705, 2.1482473075195183, 0.6051988420035628], [2.171308365986543, 2.187730372081809, 0.533227351334662], [-1.8416410384501303, -0.6836142463396315, -0.19488892704934666], [-0.24425988659405773, -1.4046777782981477, -0.2830469564433066], [3.0189605438212146, -0.5338908229302721, -0.31510564375825], [-2.1920884698176795, 0.2883031258618626, -0.5408724521389804], [-0.4497990504984276, -0.08328303091170537, 0.8893858421232478], [-1.1981169548648514, 0.42567817204468933, 1.0049513193978281], [-0.7476891240960741, -0.19564302973220032, 0.7582526326379457], [2.0084933037069415, -0.2803653170006574, -1.5037865581522012], [1.4191050331909254, 1.9659227111964517, 0.715504247085495], [-0.2049663233960032, -1.0595988295146856, 0.3439636226763317], [-1.1574630580750132, -0.6482594494833595, -0.9076985254452197], [-0.23363653551611152, 0.017410708865194715, -2.6204092535641], [-0.44275671147051326, 0.33688225590749904, 2.4716485144307243], [0.8794988144239593, -0.5515530439036066, 0.1795367146968065], [1.1415917767682602, -0.8748068126824547, -0.31901101969946905], [-0.757905719385339, 0.10789869439197382, -0.19314135153934084], [-0.13502687710424569, 0.9633911117355549, 0.5143075698206285], [2.083942599733224, -2.1159410108705266, -2.4514191353881003], [-0.0204641959504816, 0.10023104422623602, 0.18494509230494366], [-1.8135584106516243, 1.673336073948029, 2.282624155916692], [2.2978276292121773, 1.5468515020476554, 0.5975927689401627], [-1.4747802738186302, -0.5275856745641468, -1.201872290824318], [-1.1050141106965496, -1.0024622168103754, 0.1069550903448838], [0.7455772896708314, -0.906917970626855, 1.1742710051638037], [-1.566894415217003, 1.5194973920796235, -0.9444800030528366], [0.834968162036242, -0.7653253265754633, -0.13280836685382635], [0.7274814271317386, -0.06686232574113679, -0.6870313418778067], [0.02910645553526113, 0.14719399215629136, 0.6870053233838612], [-0.42889275697165546, 0.04464600104420889, 0.025806139670744632], [-0.08553102878859627, -1.9077973957222125, 0.8777252204200079], [0.24645411291679462, 1.7787933663247837, -0.9849907981259747], [-0.047906118335579596, -0.1780246065570074, 0.1685131124536654], [-1.4324438477536499, -2.1617422330459157, 0.4712166074312288], [-0.650093753306517, 0.0030462019069821497, -0.11278106478084622], [1.8864839127651936, 1.8949919602853709, -0.4897591207830526], [-0.6942254554537365, 0.42489458173536415, -1.5312837698369333], [0.12535536926313892, -0.3702548771666901, 0.19887192483083643], [0.587445556301419, 0.002473769021687282, 1.1663743922513456], [0.8099036795354138, -1.1344930643367972, -0.7394239158527215], [0.5729706008364078, 0.3042329487799928, 0.2019017784507895], [-1.6064945630020484, 0.7108772915788543, 0.15614608863980517], [1.2005930482053309, 1.5760355794231873, 0.4733154326094988], [-0.6668756819013621, -1.1938108941168717, -0.9736640804283684], [-0.5726020055055133, -0.2991996711262365, 0.2620981660430901], [0.21982505164671048, 1.5988060980411545, -2.2645673211185176], [0.7246540841229946, -1.7165527923914985, 0.40026330715872843], [-0.6203112505702386, -0.04759866646545698, 1.4036500477873004], [-0.5100101819039641, 0.2709544277405713, -0.6189062518971818], [0.5179154676477373, 0.3020630063849384, -0.5311458718190223], [-0.19533817971147224, -0.6630683089540045, 0.6954179697595717], [-0.5572684397403007, -0.8779030134619689, 4.011011026637734], [0.9596617942700337, -0.7975925954835363, -1.9021470461203822], [-0.34434392632950167, 1.870786088084744, -2.1296917849207215], [-0.12245517447134756, 0.20036408545861065, 1.0739003283533937], [0.5455340989708818, -0.12690390329446172, -0.5137308265381699], [-0.34979610173578046, 0.12261041815188903, -0.6971785545165504], [-1.6227474488866684, -0.3461834338514483, 1.446441797496327], [-0.6699068364460125, 0.17617599256217986, -1.2849189870826851], [1.9122292125242624, 0.3021215479963158, -0.49534442415001917], [-1.6021451380974931, -2.8473078664314593, -0.7393024962143091], [1.0006149037402452, -0.590749905032497, 2.2341343560336018], [0.42482910185893463, 3.294119126541813, -1.4811894961605374], [-1.325980506944336, -0.783429861945871, -0.2610387796979426], [1.0758560518149634, 0.7960921956660127, 0.3601189392086562], [-0.07272776155958321, 0.041864580677278745, -0.18268495246421157], [1.0929762208311, -1.4599497322696973, -0.6794035867361187], [-0.16105664573045186, 0.4533245564280424, 0.08093442819155856], [-1.0876250839096429, 0.8568410426130894, 0.4650458879504885], [0.04457661839368757, 0.565537984399311, 0.293381068596892], [-0.5855592154903705, -0.6488188471031876, 0.688961046845431], [0.336449915266438, 0.495782402131435, -0.7769989575256758], [2.829662991120755, -0.06422318317193194, 0.41422092823579], [-1.8817138555418527, 0.08931238324200842, -0.320159302565597], [-0.8380253350748378, -0.1751851215844222, -0.14821955445930968], [0.6342311448310792, 0.7458331381946288, 0.18893025829426224], [0.8680420042566255, -0.8796505889719746, -0.5165971972878322], [-1.683665416044391, 0.3563310801317577, 0.4015364787957947], [2.0271182089562596, -1.8855602562301284, 1.1234005130847005], [0.11165403035144048, 1.4563114795329855, 0.9449136446185948], [-2.227347865529485, 0.1380003573206502, -2.1741010176700266], [-0.6709952767760657, -1.4028955114628812, 0.435276394461183], [0.6439273702414342, 0.7426718911802509, 0.2846952280347538], [-0.18102020249326553, 0.7940367346443186, -0.6770315673714209], [0.41906427088374415, 0.08621791702875738, 0.1957271561959574], [-0.2527310745811456, -0.013349612237711897, -0.058674305696489064], [-0.14321446350732767, 0.11359674456603755, -0.037994373067042723], [0.06257144244795868, 0.14438833122583533, -1.153451873591749], [0.17063361971022334, -0.36033098993431195, -0.41601837252585805], [-0.03952998457970592, 0.039745461073731204, 1.5281095135755827], [0.9720075696471718, -0.44665514914668014, 0.3778314626036186], [-1.4696112663547916, 0.38851162072667916, -0.13651253310853353], [0.2503894101260509, 0.07741065682820683, -0.06335286454945509], [-0.9342243800226535, -1.5573282822763752, -2.2729973131568584], [0.8154629644084348, 1.4538744139334236, 1.549453351442205], [-0.022386875924740635, 0.5077812642559665, 0.7147497107610757], [-0.10472964182941234, 0.6599894538371207, -0.7559543323394269], [0.20496068605564835, -0.3606254325574618, 0.2723039202932111], [-0.030040562832061028, 0.06847850785671789, -0.1593103711451433], [-0.7453951602132128, 1.2777465555850431, 2.9286633605833696], [0.053491855344111924, -0.01907064541476081, -0.24439605004570583], [0.3844011323248565, -1.286467087472442, -2.378198757009816], [-1.131969270424084, 0.25395004102249213, 0.2844142283001424], [0.47916092091592033, -0.22487047126430798, -0.26454693996492706], [-0.06077703364885094, 0.07725367858140232, -0.02384694707664875], [0.15045107395670174, -0.5702386589721308, 0.235273532426849], [0.24905986508543607, -0.4147469354550548, -0.19868459167442884], [-0.7012851401442812, 0.4496212574564667, -0.051434659756154674]]
null
[]
null
null
null
-27.086668
null
5.647203
1.766941
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
744478176354996587974958124822893555254437882401775268511186285862102149787234542789400573814384881212993743483740848909322893035852870854687491360823143
PO_7444781763549965879749581
null
null
null
[ "water_90k_train_23930" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:33
12891647468043241509418837212248784715111300668767659423346120526407561589113690943505522941291791759477465176423667369823664468347189439383218348459017665
CO_1289164746804324150941883
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H12N2O2
C3H6NO
A6B3CD
[ 1, 6, 1, 1, 6, 8, 7, 1, 6, 1, 6, 1, 1, 1, 6, 8, 7, 1, 6, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.2727272727272727, 0.5454545454545454, 0.09090909090909091, 0.09090909090909091 ]
4
22
[ [ 32.92599868774414, 0, 0 ], [ 0, 32.92599868774414, 0 ], [ 0, 0, 32.92599868774414 ] ]
[ [ 22.214794158935547, 12.031196594238281, 9.41519832611084 ], [ 21.137603759765625, 12.015621185302734, 9.581092834472656 ], [ 20.699798583984375, 12.437363624572754, 8.676348686218262 ], [ 20.680435180664062, 11.077520370483398, 9.895841598510742 ], [ 20.889911651611328, 12.926630973815918, 10.774913787841797 ], [ 19.949316024780273, 12.730851173400879, 11.541337013244629 ], [ 21.658056259155273, 14.01363754272461, 10.878013610839844 ], [ 22.475025177001953, 14.01185417175293, 10.28415584564209 ], [ 21.570980072021484, 15.080728530883789, 11.854423522949219 ], [ 21.088743209838867, 14.790788650512695, 12.7879638671875 ], [ 23.007652282714844, 15.43755054473877, 12.22506046295166 ], [ 23.41663360595703, 14.638263702392578, 12.84310245513916 ], [ 23.66396141052246, 15.566548347473145, 11.364407539367676 ], [ 23.05506134033203, 16.333660125732422, 12.843804359436035 ], [ 20.782176971435547, 16.286094665527344, 11.363054275512695 ], [ 20.80755615234375, 16.675397872924805, 10.197600364685059 ], [ 20.296123504638672, 17.07856559753418, 12.321187019348145 ], [ 20.51844596862793, 16.70836067199707, 13.234223365783691 ], [ 19.616924285888672, 18.35181999206543, 12.190255165100098 ], [ 19.89217758178711, 19.0218563079834, 11.375761985778809 ], [ 19.714933395385742, 18.826467514038086, 13.166581153869629 ], [ 18.531452178955078, 18.25404930114746, 12.17258071899414 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
2650463441561670585295162694134576668816330150674353146229706117280821654058800224751973546976747029046093381613009622049610346262194916442408835627245745
1
GROMACS
AMBER-03
null
[[0.032357536256313324, -3.036139726638794, 0.16019569337368011], [0.5471694469451904, 3.3833296298980713, 3.6500191688537598], [-1.3908673524856567, -0.4473751187324524, 0.5480862855911255], [1.7060024738311768, -1.5420854091644287, -2.537625312805176], [-2.4636595249176025, 4.484739780426025, -2.0815269947052], [0.4609318673610687, 0.2961061894893646, 0.10276364535093307], [1.5599273443222046, -4.712597370147705, -1.0263749361038208], [-0.17667509615421295, 1.5365006923675537, -0.8457313776016235], [0.11440020799636841, 0.625206708908081, 1.3363704681396484], [-0.48366159200668335, -2.1192612648010254, -0.6652665138244629], [2.3731143474578857, 0.08684389293193817, 2.232028007507324], [0.21479831635951996, -0.2866479158401489, -0.38168659806251526], [-0.8614781498908997, 0.22419413924217224, -0.7504417300224304], [-0.7272831797599792, 0.36973968148231506, -0.5674225687980652], [1.1496367454528809, 7.516425132751465, -0.6250238418579102], [-0.37722378969192505, -2.326988697052002, -1.994059443473816], [2.446460247039795, -5.644308567047119, -1.2578307390213013], [-1.8019754886627197, 2.292235851287842, 1.4016985893249512], [-4.920127868652344, 2.645630359649658, 5.178698539733887], [2.3636529445648193, -1.499610185623169, -0.37499579787254333], [1.7015196084976196, 1.7910938262939453, -0.9878042340278625], [0.10623600333929062, -2.117323637008667, -1.7034223079681396]]
null
[]
null
null
null
null
null
7.62948
3.258752
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:14:40
7565341892686880625084334672177299208146151096765375049603851471235678603793297409551103992982360585443775214669292869715663907346589151269678543943277666
PO_7565341892686880625084334
null
null
null
[ "ala_40k_test_993" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:50:56
4737629520834346102351478748345708048817106799809713641329306439674631796301732467756701071361710960277253425205176879000109485689175804175109469223381208
CO_4737629520834346102351478
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C9H8O4
C9H8O4
A9B8C4
[ 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 6, 6, 8, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.42857142857142855, 0.38095238095238093, 0.19047619047619047 ]
3
21
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 7.546806480000001, 4.492545, 5.13680411 ], [ 6.19723731, 6.58526248, 3.9996204100000003 ], [ 8.05210601, 5.11258503, 4.017721460000001 ], [ 7.3431979, 6.07813681, 3.3995932000000004 ], [ 2.3683488900000005, 7.28602716, 5.87278171 ], [ 6.45677714, 5.00168705, 5.93740626 ], [ 5.84041847, 6.089465860000001, 5.28258673 ], [ 6.65302038, 3.3210615900000002, 7.53620568 ], [ 3.3775853600000003, 5.87044905, 4.166986430000001 ], [ 5.5227268700000005, 5.19704563, 8.09393637 ], [ 6.241719590000001, 4.48018737, 7.252637050000001 ], [ 3.4904886900000003, 6.46020878, 5.237242800000001 ], [ 4.59816641, 6.7522549000000005, 5.910153960000001 ], [ 5.32314294, 4.51004038, 8.77700158 ], [ 8.11210003, 3.7225437400000003, 5.53766773 ], [ 5.60313936, 7.387266950000001, 3.4847156900000003 ], [ 8.981542560000001, 4.68771023, 3.65815077 ], [ 7.59844045, 6.55725051, 2.48370858 ], [ 1.52562584, 7.38837347, 5.29052771 ], [ 1.9112006300000002, 6.9272743100000005, 6.8081197200000005 ], [ 2.9567391200000004, 8.37813006, 5.96754271 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3803434731903418598183374410439746929491277150205937327378733388596135713901862213857909750188656642683177380118297693646606516559996211062818099019247568
1
i-PI
DFT-PBE-vdW-TS
null
[[-1.0420695589552302, 1.488172374558408, 1.3079250928888724], [-0.7878541350342778, 0.20981683020243133, 1.0000706667098147], [0.7106930045209668, -2.0105890335573715, 0.43034237895766647], [-1.3614413976386128, 1.9093048480841226, -0.37680019680364824], [3.0206098604900333, 2.175458696478742, 1.4503951644233963], [1.30913928574256, 1.6241171682985356, -3.2013478916609923], [-2.105009343662661, 1.1674674212801843, 0.1923536708136126], [-0.6390350076887881, 1.896370853476516, -0.06170449472620521], [0.3811353668999485, -0.13615283056530805, 0.9537388727453759], [-0.8260758455373278, 0.17499208691226942, 0.9475588684608772], [0.82962160670337, -3.729125820197546, 0.004740493911755136], [-2.4723980214640595, 0.6703747893169593, -1.2590777254133485], [3.478815538243834, -1.5679244267531522, -0.47833628493327013], [0.044252270481293474, 0.5190806662186468, 0.26160882442378075], [0.9701760780025425, -1.6962021854138531, 1.0225414422387644], [0.4573555126780602, -0.7949071725562424, 0.7020471478818985], [0.1732595343044906, 0.11100177152138448, -0.49364983824918784], [0.6447498966128681, 0.1336063470114774, -0.902424769355889], [-1.7172790564643325, 0.2801429969582703, -2.178930568007421], [0.9210189987560158, 0.0769498747248381, 0.3977552820676626], [-1.9896645869906944, -2.5019552559993103, 0.28119386362649423]]
null
[]
null
null
null
-17,637.534959
null
3.995041
2.177945
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:09:01
9174420510415064470805490566135105807230648393545683570389208872661941475273581450961610427330580954019779685837818736028582368777062583112210357532509703
PO_9174420510415064470805490
null
null
null
[ "aspirin_10k_train_6599" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
10777743927470622864757960047368328236393988904485302206976401726597571497270954053551438848259807943494035507028215278471669002872273672463945349693233577
CO_1077774392747062286475796
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C4H4N2O2
C2H2NO
A2B2CD
[ 6, 6, 7, 6, 7, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.3333333333333333, 0.3333333333333333, 0.16666666666666666, 0.16666666666666666 ]
4
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 5.36496516, 3.92396494, 3.60690533 ], [ 5.1674595199999995, 2.6064016199999998, 3.7131033 ], [ 3.78078956, 2.1654034099999997, 3.94493204 ], [ 2.64202541, 2.96648474, 3.82804323 ], [ 3.00720219, 4.34166119, 3.8538015899999998 ], [ 4.21779869, 4.88074529, 3.61624213 ], [ 1.4787659400000002, 2.63292392, 3.68442472 ], [ 4.3980055799999995, 6.12947164, 3.50508165 ], [ 5.958725530000001, 1.73470719, 3.6129751900000002 ], [ 3.6310587500000002, 1.21196824, 3.5082394 ], [ 2.14212527, 4.93295655, 3.99111037 ], [ 6.37298583, 4.2467849, 3.42155596 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7087287788054432006481847057444117973524194972279229845402502582594917517222099221860935013311346905768291247093264344493427203668897230672205464741778577
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.16123114942626038, -0.0503630514789505, -0.3530404352516928], [-1.4749306696886793, -1.7611865138617706, 0.18900761267725757], [1.2818139564475508, -2.4292817569497185, -1.51582413627364], [1.0282974470413617, 1.3220275677143785, -0.4296212925626022], [-3.0899605658413303, -0.6745809964302277, 0.6789968636846268], [2.697570874542817, 2.9023594463094606, 0.20241388994170492], [0.32791437656801664, -0.5591558250800851, 0.3337776218214015], [-0.49307790015796815, -2.137991305511556, 0.0443477898117247], [-1.6707662388265088, 1.859965148919529, 0.3448948285827872], [-0.0954038552847031, 1.1197834101904127, 1.011843161161715], [1.3856443975135926, -0.2863800995180857, -0.478497647981018], [0.2641293271099113, 0.694803975694214, -0.0282982556118643]]
null
[]
null
null
null
-11,279.339873
null
3.967562
1.996857
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:13:40
9600666028211294201795879075458450895711115652920416063254500151640317824734006581482745652246489651108329122874226981995388383356734154727703724771356048
PO_9600666028211294201795879
null
null
null
[ "uracil_10k_val_273" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
11679460396390955861247374974149369318494800489496839997227038335850232167769146394462366586600352683232550968583588608227367543889242225119489558402856721
CO_1167946039639095586124737
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
[ 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1 ]
[ "C", "H" ]
[ 0.4666666666666667, 0.5333333333333333 ]
2
15
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 6.62175689, 4.000694230000001, 4.402062610000001 ], [ 5.143266550000001, 4.099780720000001, 4.295137490000001 ], [ 4.3008626, 4.548891380000001, 5.4090468000000005 ], [ 2.8930557100000005, 4.629536300000001, 5.33290938 ], [ 2.3941679800000006, 4.2261956000000005, 4.0375290900000005 ], [ 3.199454630000001, 4.06873982, 2.9315396200000006 ], [ 4.5946832, 3.9077241700000007, 3.0222000700000007 ], [ 7.2033517300000005, 4.3968136300000005, 3.5044547800000005 ], [ 7.026330880000001, 4.492218030000001, 5.304036000000001 ], [ 6.88074239, 2.9140050400000006, 4.7216619500000006 ], [ 4.8657680700000006, 4.788907870000001, 6.3681988800000005 ], [ 2.3507381400000007, 4.802702420000001, 6.20093367 ], [ 1.3300941000000006, 4.242415360000001, 3.9203766800000004 ], [ 2.6458422100000005, 4.0254958300000006, 1.8880489900000006 ], [ 5.074908250000001, 3.7326260900000006, 2.0963447900000007 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
3801211037524492174361178264799682918951000375678064706845493655090179570252648386444386575094338162643007226313886566391788126346480807271286022830278882
1
i-PI
DFT-PBE-vdW-TS
null
[[1.4814948592367603, -1.1803519526816217, 1.1708615426911837], [-0.604092133439414, 1.2145094163260832, 0.29686301137930865], [1.3961498300627837, -0.3818551350412749, 0.03689266281035873], [2.9398113150576863, -1.9522819328657315, -3.4164279347319213], [-0.42197423263067246, 1.5620568337429592, 1.9279577727227404], [-1.0064735816240156, -0.7031135554506094, -2.267247947585916], [-2.3263639767807867, 0.8155795004616371, 1.3508749446024622], [-0.687944086143578, -0.8328336332414348, 0.9160371904755898], [-0.19731027590643635, 0.5033309492048208, -0.17333450097298325], [-0.0430151036582267, 1.1610153736156779, -1.180191937272969], [-0.7670530730342378, -0.2299978026670011, -1.0376642714858875], [-1.4095735111878007, 0.48697183057889376, 1.375440781995978], [-0.7936982746560487, -0.022465878351519687, -0.27315526399516493], [1.2029521466136746, -0.16123315631599966, 1.9458795008599103], [1.2370900980903088, -0.27933085731487606, -0.6727855514926737]]
null
[]
null
null
null
-7,381.628721
null
4.91181
1.961989
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:14:40
965818759905528193023554420101817829865977392771072993286279871094735029343269201178664245545855494990311358564698581655802852193690955011839698154662766
PO_9658187599055281930235544
null
null
null
[ "toluene_10k_test_5544" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
4373446711371598039301659162871613259108656275343485100981592492269095581554263058279313091653082536637994513869721987649152150063217826153893948040304605
CO_4373446711371598039301659
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.5457851600000003, 3.80841364, 3.1390175200000003 ], [ 2.25570805, 3.16568455, 2.58106715 ], [ 4.24261438, 3.21849094, 4.33027407 ], [ 4.36619499, 4.08978675, 2.3967452000000002 ], [ 3.25287262, 4.74552964, 3.63166251 ], [ 1.52886384, 3.94077642, 2.3498149 ], [ 2.5245339, 2.68559421, 1.53865081 ], [ 1.9034472500000001, 2.43202868, 3.40603676 ], [ 4.26947623, 2.23458562, 4.10208479 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8094008714189526008238083085219598343868078355961322093406207686919540863048044546720351050048693767871543556666655165929625076855100863274368629832617948
1
i-PI
DFT-PBE-vdW-TS
null
[[1.1665014005972112, 1.6076781482594495, 1.1705013711095846], [1.7350772090785465, -1.8187165924922768, -0.5617338589199202], [-1.0154225143448632, -2.100014518774945, -1.8477363785595469], [-1.0513122497671343, -0.55442791277907, 0.350931412947323], [-0.06648140990164142, 0.3553823801349666, -0.3862131528517137], [-0.3634343207763745, 0.12480407994919454, 0.24498219400082913], [-0.7464374972919083, 0.19160158752057627, 1.9892653352136032], [0.06679560758538836, 0.8712975768282761, -1.5728684048755188], [0.27626296340021816, 1.314640308522965, 0.6095265065943872]]
null
[]
null
null
null
-4,214.777916
null
2.975781
1.720971
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T01:17:22
9764308689705170414514356120093985873456794257536313033676602225402681858114796730693432341566875838633127623325828536203441867675268867839740443197270040
PO_9764308689705170414514356
null
null
null
[ "ethanol_10k_train_6637" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
7314850071133498384582502973080464833292629107841443112758678269867228843746294156783422842384641884436283557608661977156995591787743292028001785999459011
CO_7314850071133498384582502
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
[ 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8, 1, 8, 8 ]
[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
192
[ [ 12.442877769470215, 0, 0 ], [ 0, 12.442877769470215, 0 ], [ 0, 0, 12.442877769470215 ] ]
[ [ 2.58588, 12.383211969470215, 2.25067 ], [ 2.08609, 11.990280769470214, 1.44145 ], [ 2.59199, 11.727792769470215, 3.05465 ], [ 6.14709, 11.186907769470215, 9.175167769470214 ], [ 6.469877769470215, 11.666737769470215, 10.012587769470215 ], [ 6.875977769470214, 11.067367769470215, 8.414537769470215 ], [ 4.57284, 5.07841, 9.038837769470215 ], [ 5.06788, 5.87296, 8.634677769470215 ], [ 5.24436, 4.34999, 9.326477769470214 ], [ 8.913667769470216, 8.209797769470214, 9.260177769470214 ], [ 9.468697769470214, 8.583987769470214, 10.038627769470214 ], [ 9.383667769470215, 8.384187769470214, 8.378527769470214 ], [ 8.553617769470215, 9.489507769470215, 12.428968569470214 ], [ 8.015777769470215, 9.369387769470215, 11.595955769470216 ], [ 7.927187769470215, 9.762197769470214, 0.765981 ], [ 11.463880769470215, 0.892414, 0.638292 ], [ 10.946817769470215, 1.71179, 0.953897 ], [ 10.994027769470215, 0.284528, 12.427221769470215 ], [ 9.106287769470214, 1.66039, 8.246237769470214 ], [ 8.109757769470214, 1.77489, 8.080967769470215 ], [ 9.194957769470214, 1.41815, 9.203537769470215 ], [ 7.368677769470215, 5.35473, 10.756567769470214 ], [ 7.9779377694702145, 4.65115, 10.453847769470215 ], [ 7.6231377694702145, 6.260387769470215, 10.367737769470214 ], [ 1.09183, 3.64049, 12.130651769470214 ], [ 0.878544, 2.91157, 11.446967769470215 ], [ 2.05417, 3.67873, 12.247408769470216 ], [ 3.11035, 5.42693, 1.73649 ], [ 3.26857, 4.77003, 0.963939 ], [ 2.5413, 6.191147769470215, 1.41191 ], [ 3.88041, 1.52226, 7.0135977694702145 ], [ 3.79, 0.797543, 7.7017777694702145 ], [ 3.40098, 1.41108, 6.150887769470215 ], [ 8.908027769470214, 9.277467769470215, 4.36832 ], [ 8.561407769470215, 8.724887769470214, 3.68907 ], [ 9.302137769470214, 10.128417769470214, 3.95097 ], [ 6.14633, 1.83229, 4.58793 ], [ 5.42778, 2.07315, 5.23026 ], [ 6.534137769470215, 2.69919, 4.27703 ], [ 9.744757769470215, 4.03016, 10.416537769470215 ], [ 10.565747769470216, 3.97197, 9.797467769470215 ], [ 9.368797769470214, 3.11121, 10.724657769470214 ], [ 4.47279, 8.843097769470216, 2.48576 ], [ 4.55578, 8.018347769470214, 3.06159 ], [ 4.30802, 8.572757769470215, 1.49355 ], [ 12.052499769470215, 1.34493, 3.21932 ], [ 12.286800769470215, 0.652675, 3.89601 ], [ 12.001724769470215, 0.907799, 2.30566 ], [ 10.219087769470214, 3.12561, 2.34183 ], [ 9.975437769470215, 3.9491, 2.89247 ], [ 10.718017769470215, 2.43195, 2.90461 ], [ 7.096637769470215, 4.21854, 4.63679 ], [ 7.758257769470215, 4.83717, 4.20727 ], [ 7.0154277694702145, 4.50347, 5.64953 ], [ 6.15678, 7.978397769470215, 5.58353 ], [ 5.67235, 7.392677769470215, 4.90348 ], [ 6.748997769470215, 8.618837769470215, 5.12874 ], [ 7.3068377694702145, 4.44805, 7.258747769470215 ], [ 8.319347769470216, 4.40572, 7.292917769470215 ], [ 6.944967769470215, 5.26203, 7.714647769470215 ], [ 3.5836, 11.865637769470215, 8.617807769470215 ], [ 2.96089, 11.219867769470214, 9.102447769470215 ], [ 4.51374, 11.723669769470215, 8.992207769470214 ], [ 0.48168, 8.969937769470215, 5.06651 ], [ 0.529964, 8.019127769470215, 4.67596 ], [ 1.27743, 9.492317769470215, 4.7357 ], [ 10.196427769470215, 11.585437769470214, 11.385917769470215 ], [ 9.533227769470216, 11.063177769470215, 11.961429769470215 ], [ 10.564307769470215, 11.003907769470215, 10.617557769470215 ], [ 8.164147769470215, 10.640657769470215, 7.295137769470215 ], [ 8.268197769470214, 11.352007769470214, 6.562317769470215 ], [ 9.055157769470215, 10.315127769470216, 7.7335677694702145 ], [ 2.55164, 10.285627769470215, 3.9763 ], [ 3.24821, 9.858347769470214, 3.40187 ], [ 3.02825, 10.659867769470214, 4.77605 ], [ 6.580857769470215, 6.956017769470215, 8.143447769470214 ], [ 7.324857769470215, 7.399617769470215, 8.721167769470215 ], [ 6.526667769470214, 7.376587769470214, 7.2520077694702145 ], [ 0.991296, 5.286, 9.916117769470215 ], [ 1.74766, 4.86597, 9.357187769470215 ], [ 0.901372, 4.84361, 10.814627769470215 ], [ 8.257407769470216, 7.078587769470215, 2.21344 ], [ 8.830197769470214, 7.468747769470215, 1.47255 ], [ 7.553027769470215, 6.480317769470215, 1.82739 ], [ 6.958337769470215, 10.469087769470216, 2.10673 ], [ 6.20723, 10.037347769470214, 2.6331 ], [ 7.269887769470214, 11.342467769470215, 2.53478 ], [ 11.088117769470214, 3.86085, 7.800927769470215 ], [ 10.454827769470215, 3.09756, 7.508397769470215 ], [ 12.018727769470214, 3.4573, 8.043887769470214 ], [ 10.498067769470214, 6.524417769470215, 11.620899769470215 ], [ 9.963317769470216, 5.75327, 11.235267769470214 ], [ 10.860947769470215, 6.15824, 0.0735593 ], [ 7.183027769470215, 2.10384, 0.696873 ], [ 7.909237769470215, 2.72557, 1.05786 ], [ 6.23843, 2.42575, 0.989294 ], [ 8.703547769470216, 1.564, 10.995897769470215 ], [ 9.340557769470214, 0.831103, 11.269207769470215 ], [ 7.940847769470214, 1.72755, 11.658650769470215 ], [ 5.19001, 1.73322, 10.548367769470214 ], [ 5.84938, 1.74241, 9.787367769470215 ], [ 5.3077, 0.953151, 11.191327769470215 ], [ 12.064056769470215, 11.782873769470214, 5.10732 ], [ 12.043154769470215, 10.758357769470216, 5.14561 ], [ 12.173986769470215, 12.139907769470215, 6.06691 ], [ 0.39435, 7.313387769470215, 7.989447769470215 ], [ 0.747979, 6.815127769470215, 8.784167769470216 ], [ 0.384091, 6.7103877694702145, 7.211577769470215 ], [ 11.133767769470214, 8.969747769470215, 10.793267769470216 ], [ 11.142637769470214, 7.9613977694702145, 11.061777769470215 ], [ 11.861967769470215, 9.269707769470216, 10.111837769470215 ], [ 0.629357, 9.762617769470214, 8.964037769470215 ], [ 0.582119, 8.820077769470215, 8.478757769470215 ], [ 1.4571, 9.899277769470215, 9.556377769470215 ], [ 11.741520769470215, 4.91199, 1.24493 ], [ 0.0884655, 4.50222, 0.786437 ], [ 11.150737769470215, 4.15819, 1.59481 ], [ 6.582517769470215, 12.045826769470215, 12.155506769470215 ], [ 6.326837769470215, 11.242257769470214, 0.310779 ], [ 6.549417769470215, 0.492563, 0.221295 ], [ 3.83857, 3.50185, 12.432887119470214 ], [ 4.44061, 3.4326, 11.566608769470214 ], [ 4.13689, 2.7999, 0.713294 ], [ 0.827074, 7.605157769470215, 12.081728769470216 ], [ 0.167236, 8.394287769470214, 12.176400769470215 ], [ 0.592097, 6.761477769470215, 11.508977769470215 ], [ 2.61693, 3.7593, 7.982097769470215 ], [ 3.00218, 2.82983, 7.717857769470215 ], [ 3.40246, 4.36337, 8.291277769470215 ], [ 3.62333, 8.286907769470215, 12.383878769470215 ], [ 2.58767, 8.233617769470214, 12.369456469470215 ], [ 4.0203, 8.372237769470214, 11.468386769470214 ], [ 9.508217769470214, 5.28577, 3.80532 ], [ 9.113577769470215, 6.12275, 3.33385 ], [ 9.847177769470214, 5.44104, 4.76539 ], [ 6.396477769470215, 1.93099, 7.8081277694702145 ], [ 5.44676, 1.68199, 7.509787769470215 ], [ 6.625547769470215, 2.90636, 7.486257769470215 ], [ 12.173514769470215, 9.233407769470215, 1.76134 ], [ 0.0704374, 8.532637769470215, 2.43226 ], [ 11.176207769470215, 9.169717769470214, 1.57885 ], [ 12.125259769470215, 6.6889677694702145, 3.20203 ], [ 11.495953769470216, 6.386847769470215, 3.94896 ], [ 12.068031769470215, 6.02496, 2.42589 ], [ 4.31194, 10.636037769470216, 6.02196 ], [ 3.91354, 11.053047769470215, 6.8720577694702145 ], [ 5.33877, 10.455077769470215, 6.07891 ], [ 6.302517769470215, 5.62747, 0.854778 ], [ 6.439847769470215, 5.44423, 12.323835769470215 ], [ 5.3939, 6.06526, 0.942228 ], [ 1.05786, 1.86631, 9.673877769470215 ], [ 0.698254, 1.32318, 8.921057769470215 ], [ 2.04793, 1.71601, 9.641197769470214 ], [ 1.50914, 3.72926, 3.47772 ], [ 0.626541, 3.55905, 3.015 ], [ 2.1046, 4.3005, 2.88909 ], [ 2.49706, 1.46986, 4.80088 ], [ 2.15687, 2.43759, 4.68339 ], [ 2.36226, 1.00411, 3.90028 ], [ 2.30702, 10.553357769470214, 10.945117769470215 ], [ 1.58846, 10.848567769470215, 11.628471769470215 ], [ 3.11468, 10.109217769470215, 11.468859769470214 ], [ 0.615099, 12.249755769470214, 7.8789777694702146 ], [ 0.42114, 11.404767769470215, 8.375127769470215 ], [ 1.57298, 12.408935369470214, 7.632327769470215 ], [ 9.882637769470215, 11.582570769470214, 3.59914 ], [ 9.169107769470216, 12.044038769470214, 4.23751 ], [ 10.793407769470214, 11.821333769470215, 4.02685 ], [ 4.25007, 6.562407769470215, 3.88622 ], [ 4.32114, 5.96455, 3.06735 ], [ 3.74232, 6.17881, 4.66408 ], [ 10.184067769470214, 8.646677769470216, 6.704127769470215 ], [ 9.471157769470215, 8.798537769470215, 5.98911 ], [ 11.048867769470215, 9.039747769470214, 6.274077769470215 ], [ 0.716394, 11.170817769470215, 0.571778 ], [ 0.117053, 12.009361769470214, 0.482534 ], [ 0.318008, 10.413257769470215, 1.14728 ], [ 2.12791, 5.33294, 5.79258 ], [ 2.00287, 4.83393, 6.678357769470215 ], [ 1.97346, 4.72538, 4.99997 ], [ 8.080167769470215, 0.332325, 5.54096 ], [ 8.381597769470215, 1.05712, 6.18204 ], [ 7.1627877694702144, 0.608945, 5.16829 ], [ 4.77533, 8.818317769470216, 9.964367769470215 ], [ 5.44714, 9.548657769470214, 9.652177769470214 ], [ 4.49137, 8.161287769470215, 9.221707769470214 ], [ 4.76086, 1.79933, 2.12725 ], [ 5.40379, 1.6749, 2.89501 ], [ 3.92373, 1.21871, 2.29576 ], [ 10.444667769470215, 5.88014, 6.237947769470215 ], [ 10.225597769470214, 6.8142277694702145, 6.6017877694702145 ], [ 10.866007769470215, 5.27514, 6.967477769470215 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
7925785452132803424832172888645120415110946473983634692774128080260657009480914384955922354054701447256224257653294640248298553321941442737942283157737533
1
DLPOLY
NPT-PME-SHAKE
null
[[0.10742992785938912, -0.5171002215041117, 0.764267241155013], [0.17077065044500297, 0.12480204262523135, 0.8193527292532866], [-0.2957179629947634, 0.4817497610634973, -1.445578850780468], [1.7048314608690525, -0.6190883813548004, -2.3796211013455033], [0.5203481968316412, -0.039297292515520034, -0.07145155443155661], [-1.9603330714138276, 0.4590616343430243, 2.674367273591402], [1.4664717014187016, -0.9518215547611242, 0.2118755344632298], [0.027759521467859354, 0.0788065490283827, 0.1513361363924144], [-1.0200984192897644, 1.1373290801768563, -0.22403310940082877], [-0.3423153510848845, 0.22111730351267012, 0.8277653756289971], [-0.08247819216565802, -0.4478910276090912, -0.42268647888252303], [0.3363905063719292, -0.08922608857042251, -0.5033624567008896], [-0.8041579287891166, 0.7392591320577332, 2.3881334852813376], [-0.5095591946755754, -0.3133767148355718, -1.2444038555938894], [1.134701212288361, -0.33365292716729716, -0.8223275103943883], [1.3338424285315336, 0.5727884713787894, 0.9594970104750457], [-0.40297096509532304, -0.2342479701238307, -0.4099148674878103], [-1.0941297073960172, -0.4429995507473379, -0.8268764104191927], [-0.433654575005247, 0.600259664569576, -2.2647971511483695], [-0.3591644941224222, 0.016834962958337453, -0.3995920300149346], [0.643151151838727, -0.5434873107805027, 2.4091737740519297], [-2.73009021479134, 2.8448231002596645, 0.8624003274861104], [2.598471326752389, -2.4687864800967194, -0.9812007708412472], [0.02914127695299152, -0.256996373021944, 0.16554440229448425], [-4.307300962857732, -0.39004064088754287, -1.0388750990870979], [-0.22647060864195603, 0.047659376284663144, 0.1526153790114013], [4.670926761408676, 0.0876081718885784, 0.7410370624773421], [0.13183093876460722, -1.0141358477605882, -0.6320195728457121], [0.3463586250440146, 0.00923929729251552, 0.47826328287480074], [-0.48455542199395324, 0.8486018528636821, -0.046442144409579666], [2.581958255928314, 2.926195940074205, 1.951278635520795], [-0.7228544716250977, -1.9694872448669847, 0.6898716941335234], [-1.8876720906553712, -1.029946419248135, -2.4843325302291537], [2.1792570158868925, 3.7348117041593163, 4.661083097865963], [-2.4716962150029573, -4.167490585641607, -4.948110450241365], [0.06646294185907342, -0.037129778513233874, 0.21843046037123187], [-0.4456664463767513, -2.4068841465847255, -0.8290142633383809], [-1.602479042103127, -0.05092079450073112, 1.3692579352070118], [1.4142525840700904, 1.98182001099715, -0.6146869194623539], [0.041465760529250856, -0.9723328008214905, 0.11102871921361704], [-1.007184573461483, -0.21320811499480496, 0.5423598427095312], [0.925759696659052, 1.1647612456267247, -0.7619342495312335], [0.07056996112837005, 0.6896635461819595, -2.3411961222036624], [-0.255961270604479, -0.948673316993719, 0.7772287875555278], [0.019640537160480337, 0.6571794564910071, 1.6010046607795487], [-0.4104434765564697, 1.4941510425610525, -0.8158012048297263], [0.5069790273593137, -1.391091788042941, 1.7770631364774079], [-0.03531034859578188, 0.004119182915216135, -0.7018315285171366], [-0.06094355201010211, -0.586604291663848, -0.33387104887487357], [-0.36623675441837394, 0.224280285093311, 0.42306504796943], [0.06349119620893197, 0.02556017817464654, 0.015521809568908246], [-1.0608563900553847, 1.0919961908924862, 3.509192333910944], [1.0910118245382152, 0.4590356158490788, -1.0526562280468956], [0.0895599925760564, -1.3280359679660303, -2.841128474119404], [-1.4602229264561248, -2.008731806568109, 1.0306229000907179], [-0.2432200141193694, 0.05260939475779384, 0.21788927569716554], [1.8312032859623286, 1.8830624808113605, -1.1585514984050662], [0.235600064525865, -1.8344469248742006, -0.70763798908264], [0.3242741273830772, 0.1944999505648615, 0.13658668581627822], [-0.4591700447344639, 1.8196163833252677, 0.8458265468428291], [-1.0699888814302538, -0.36615826529497164, -0.1607331491223962], [-0.12135545946058458, 0.29380950646386117, 0.11138257073127579], [1.0916059134833038, -0.0423813079670363, 0.05719515431568759], [-1.244035260262995, -1.8270576725936796, -0.04753578843842203], [-0.2701929531510998, 0.9991448588323247, 0.5066191048597343], [1.0681198862818357, 0.8841387791775728, -0.48736975575572455], [0.10686272469137728, 0.08441613632303174, -0.8893251323040416], [0.24916957640157292, -0.3608465897559986, -0.17630391682407856], [-0.4235325135773174, 0.4622792547609507, 1.3448265693921906], [1.480530360980585, -0.45947359383049474, 1.2793813842879518], [0.2849328636127893, -0.31530685344476184, 0.3750600593568575], [-2.140194583643387, 1.0150855227895987, -1.5784769814384065], [-1.402127965891489, 0.6769621847208996, -0.10159484695054578], [1.0996933286846957, -1.2859337083465594, -1.4680501567180617], [0.6668886911483349, 0.3979550331041971, 1.6031685321926827], [1.5101263978435873, -0.8353237481201639, 4.112929803837901], [-1.2406181647248198, -0.5505816867963081, -1.239065727919405], [-0.32764525691528207, 1.5207679618672951, -3.005413581306926], [0.99588821067348, 0.6547250452288153, -1.6688652294050612], [-0.902885104065303, 0.18000071117216782, 0.5662318109045243], [-0.06853921767592404, -0.8147951563971672, 0.9773240152433683], [1.4223833634280578, 1.1606459871676789, 0.928916607257772], [-0.0016995020060258832, 0.1604846725052167, -0.1906179912681934], [-1.4487010700539278, -1.1265617600990783, -0.8100597904990867], [0.39753309986071433, 0.6678210205147151, -0.0974895622475122], [-0.4414471139419232, -0.2814992896951153, 0.023441622305134486], [-0.06427305195199415, -0.539515154038157, -0.2079918406002987], [1.5611313188080755, -2.7060491263857016, 0.2880611538681695], [0.7174859890410104, 1.102061011633736, 0.6052768974853993], [-2.0709420255917905, 1.2449762624606904, -0.462608822350927], [0.5295327251944015, -1.390610445904949, 2.0370009002398906], [-0.23153987854567026, -0.018117804802320156, -0.846867286600649], [-0.052935926856809826, 0.9202741308522098, -1.0688700861905978], [-1.5803156216772216, 1.0923604498077233, 0.6567154600156457], [-0.310506007670252, -0.29237111739024096, -0.034661620813407505], [1.7832425287894635, -0.6570537004369372, -0.32900168773297395], [-0.30648441578940977, 1.2250287504358097, -0.9416569964597502], [0.28153311373724443, -1.0176440080275726, 0.5117794394922578], [0.29886229798807656, -0.3828348189893376, 0.31730984383699934], [-0.8359308463122255, 0.37695073658356354, 0.8051683136373333], [0.6934145457257685, -0.26446758355839334, -0.6979114087626819], [0.23321373498949718, -0.021273284383873388, -0.32398792394967674], [-0.030576977448904013, -0.4514382156169939, 1.610583802967149], [0.38591367410622135, 0.49860107230886375, -0.41278817650252464], [0.0953092124548796, -0.12093829627432512, -0.9916428597447065], [-0.12037759772979968, 2.0596976997916787, 1.2079172542509882], [0.2970548799419961, -0.8712986524154702, 1.340520508644211], [-0.0887169933722223, -1.4289617059806108, -2.4580408420972293], [1.028229198647732, -0.3507830699394463, -0.8823738580049365], [-0.10827032521382866, 1.6495291519878996, -0.7207296279528822], [-1.0689958422446675, -1.0552884323510485, 1.1653813530657593], [-0.21312355488948212, -2.287658734495146, -1.1912480724632402], [0.3435043962581936, 2.6955550004943514, 1.4631803619345964], [-0.4638447008133381, -0.39242263400825306, -0.08498594134043812], [-0.9054479257189343, 1.0611079021635246, 0.6630336176287438], [1.5122208866061997, -0.6825951886600996, -1.2661379708696943], [-0.5575329610954133, -0.12587660642518034, 0.12945891939990947], [-0.9689764151025214, -0.8517284085527994, 0.5440944089725643], [0.537862979672618, 1.3367174721125108, -0.642973358796766], [0.40789756692390283, -0.48380955850084906, -0.049896099480844315], [2.7372019364697757, -1.933451630752472, -1.034517001351227], [-2.108942035999188, -0.04617632212976984, 2.9618629588578225], [-0.7952812859380448, 1.8338138081881934, -1.7922752826042085], [0.7336044460402454, -1.2743771606191012, -0.6395475904272757], [0.19899421175238027, -1.5700686714783536, -0.6029005417050439], [-0.3705775064916142, 2.7667415999292295, 1.2178823374321135], [1.4979410698457798, -1.06990648953276, -0.2025969058807], [-0.8082341595072444, 1.6615019956184855, 0.2327905008213171], [-0.9683086070912538, -0.5103397494939403, -0.10776773463911482], [-2.1691011304168337, -0.16230379887357266, 2.0920907247538216], [1.3952720927368507, -0.1260040970455133, -0.22073656621793436], [0.7473075195182068, 0.10868532019225931, -1.8511984985594427], [-0.2612595032549136, 0.6812162084809883, -0.43239961631394264], [0.5875843216024618, -0.9734385868141742, 0.7770293124352791], [-0.22353312067550948, 0.38775534983599674, -0.3640368907552822], [0.39748626657161246, 2.7328525115652207, -0.8039584536688679], [0.30764744246877346, 0.03835507612144046, 0.0716792162535797], [-0.43929191536010465, -2.4727976645799834, 0.9125900023069731], [-0.15372029772095339, -0.9875145920386877, 0.9831434850558444], [-0.6274099630017016, 0.3605642890966899, -0.571014877374838], [0.054285419409449566, -0.17226714748843477, 0.18849314759597788], [-0.43928757894444703, -0.1537710337841471, 0.7344977476657074], [0.47607339296772144, 0.300375707052573, -0.4078980005654686], [0.052175319550469806, 0.18016549496715598, -0.14192828262328863], [2.038102349816916, 0.22519656972175822, 0.659976444590148], [0.6998584593929364, -0.4472882658326872, -0.5660540178625634], [-2.7372583098733245, 0.40324199107392206, 0.1444395009305948], [-0.7546664168891247, 0.569674924936645, 1.3406766196078839], [1.0380771986061026, -0.533964541996451, -1.7275412696678132], [-0.16721045319012753, 0.03211488726186573, 0.4819795910933491], [0.2303352222759938, 0.8661599998612347, 1.0684060897152363], [-1.5568556129696987, -1.1634646573451075, -1.2881452803319267], [1.1749908501629625, 0.3085385758864067, 0.6460912416545681], [0.2627755141688045, 0.19593660507221866, 0.5084794271768373], [-0.3863672631840045, -0.36821025718413986, 0.014989080905374208], [0.4583417893438656, 0.35563378449401833, -0.29001731097130506], [-0.5967861956278523, 1.130620645154576, -1.1533477996159671], [0.30009123818543554, -1.1081233207230365, 0.1642417430309464], [0.10982493022707207, -0.105130326636173, 0.5192424108389576], [2.6342857836683646, -1.4517669159238384, 2.533108533545644], [0.5887898451552697, -0.2256531942905017, -0.5832132146196183], [-3.017338724365279, 1.6337099076690378, -2.140194583643387], [-1.5449087878330583, 2.598206805397276, -1.2125615554202593], [0.20728847398063877, -2.1204422103230978, 0.9475545217540627], [1.3054996157935728, -0.47169794956922045, -0.1071172722904774], [-1.9701030158903616, 2.7452806788398525, 3.6826055960576776], [2.186611576842153, -1.7523932678014198, -2.696339891728374], [-0.6223363566823298, -0.6910251806984404, -0.9604119941787956], [1.7817638110502279, 1.4566670656169074, -0.12388922712931018], [-0.7133490485036763, -0.5965260106883973, 0.04256426134362972], [-0.9376631576391166, -0.7981216381937615, 0.6316683231774478], [1.9072640165963302, 1.3141030644582168, -1.6706865239812458], [-0.48776436958056457, -0.1434425589709165, 0.1558872046250475], [-1.3465090986673327, -1.3202998024329027, 1.613797086969418], [0.5380841368711546, 1.9936931170676115, -0.9930782133273665], [0.37769443186883905, -1.1923972226124995, 0.4862899882569864], [-0.2709613660056234, 0.18557343893372744, -0.10204756874519742], [0.06429039761462448, 0.2738290376799829, 0.7771160407484307], [0.32163498481387237, 0.10220367970887038, -0.4181787748064658], [-0.3302865676923157, -0.36729223798942956, -0.6076012162778636], [-0.31944205941583276, -0.27122805556856483, -0.22655343418101587], [0.4024930920898575, -0.011224031374834565, 0.2395011040514264], [0.547693633968358, 0.009159030238693664, -0.0677790440111498], [0.5595970949484227, 0.2957236003351182, -1.1664567841488396], [-1.2932969421331348, -1.321002301769431, 0.2557730701649399], [0.7172214676858978, 1.1287559864218153, 0.8725562129561693], [-1.5709402910255277, -0.6287455790242371, -0.6019682123386637], [0.6114649626287698, 0.07014976245115027, 0.7934339728679145], [0.7237477732505598, 0.5393720523214568, -0.5053181801624596], [0.15600602241406525, 0.06286501778797703, 0.786859966731019], [0.37861808840390415, -0.36356465509017144, -0.14844938448916156], [-0.6384374680189345, 0.5283445473042239, -0.8852532380015715]]
null
[]
null
null
null
-25.765824
null
6.925392
1.693852
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:07:30
10862849615184569615539740227013694483082637555606298597471739363982015994657913380172480731164330482897169410464278602307248095604270276322651120902590738
PO_1086284961518456961553974
null
null
null
[ "water_90k_train_45911" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:38
3105807135807224669187353710108921165767168878862846411080648320177681660027138041575584701628882627422547552637231774810953198212719220690695499016018967
CO_3105807135807224669187353
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
[ 6, 6, 8, 1, 1, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.2222222222222222, 0.6666666666666666, 0.1111111111111111 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.64431481, 2.91087486, 2.9922350499999997 ], [ 2.1507425, 3.43009292, 3.1120148999999997 ], [ 4.3412282399999995, 3.72546437, 3.9251257699999997 ], [ 3.42993199, 1.8719087499999998, 3.2475369 ], [ 4.0925493799999995, 3.09525594, 2.03191527 ], [ 1.9738836999999998, 4.50450337, 3.06718676 ], [ 1.4395676499999999, 2.88964773, 2.5016748599999996 ], [ 1.9316088599999999, 3.30897855, 4.2281129 ], [ 3.79724254, 4.26310745, 4.50992704 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
848241691187446696935032195058360914555934657721968367974234325452572349305982467638145878738089396892426387645888444749221183723085193923514873774651616
1
i-PI
DFT-PBE-vdW-TS
null
[[-3.337605395303315, 2.4187721689059916, 1.1670313966901007], [0.5987655859234744, -0.15565885248901584, 1.5353786812482981], [2.1685640134307462, -0.7761192784789761, 0.041989990451429544], [1.2242709747221658, -0.6013075671840877, 0.21637440489633364], [0.25737810261867466, -0.29820980160898364, -0.7236936649585525], [0.3793372035409436, 0.46888854337196206, -0.9344721111080755], [-0.44660270766227306, -0.24998915708969266, -0.16606977574009604], [-0.15848283167075158, -0.6150474658940909, -1.1007118855949476], [-0.6863209404688185, -0.18917560540482176, -0.033054756321626744]]
null
[]
null
null
null
-4,214.736748
null
4.283927
1.56463
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:07:38
11460684946197242831419556340612056199419743837804357598158381584799752958833729630338552408805845185764324277201352820299624401131620069674067057540763350
PO_1146068494619724283141955
null
null
null
[ "ethanol_10k_test_6277" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
8313229180059821269583869379125003577141600256724004063055599449715912332926343154556726108621486945191350647407840088625012746310711111012734769782153895
CO_8313229180059821269583869
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C4H4N2O2
C2H2NO
A2B2CD
[ 6, 6, 7, 6, 7, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.3333333333333333, 0.3333333333333333, 0.16666666666666666, 0.16666666666666666 ]
4
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 5.41260804, 3.91521307, 3.73967431 ], [ 5.10007878, 2.5896886099999996, 3.6238854199999997 ], [ 3.77615912, 2.23669077, 3.8984451499999997 ], [ 2.71022199, 3.15115174, 3.82459525 ], [ 3.0171009599999996, 4.43581268, 3.79310591 ], [ 4.34221435, 4.974160019999999, 3.67309525 ], [ 1.59237401, 2.69052753, 3.96930822 ], [ 4.56662503, 6.13015568, 3.66302908 ], [ 5.87206154, 1.9072081099999998, 3.3655645499999998 ], [ 3.4401436299999997, 1.26939769, 3.7815882999999997 ], [ 2.23750187, 5.05551802, 3.70634718 ], [ 6.44091809, 4.1586965199999995, 3.4840996399999997 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
8380773796200245191333056464512866531553923143666413124580134094296849941085188247112059537082960188338216623116063141618250449898411757938029380211726445
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.4762387418965855, -0.274091550003793, -1.3960667640303133], [-1.5949868805289797, 1.991855174801407, 1.027610459385808], [1.168139766409242, -0.8790533648679096, -1.1445757133525216], [-0.2822310594996467, -2.9302049464135207, 1.302656159859641], [1.736738402142296, 1.723164480418717, -0.630925167024298], [0.7281268541112551, -4.0222921210295, 1.3713440914248907], [-1.3451239964384074, 0.06685442873366115, -0.409669100666382], [0.2253082747921935, 3.7135082268423147, -0.4852104340896209], [0.2990786976215162, -1.1888270631932978, 0.0740945884015867], [0.23672426876693156, 0.4853514696349123, 0.09966305214987008], [-0.635677354398358, 0.7465823466560846, 0.020390112485686715], [-0.05985823108995707, 0.5671529184268251, 0.17068871544645287]]
null
[]
null
null
null
-11,279.495914
null
4.311564
2.056501
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:07:30
1723689866114333754560638631657162734378954909135398328578919784376174021373623041461639596622334978170429545594609779168864274499318712409052745729744735
PO_1723689866114333754560638
null
null
null
[ "uracil_10k_test_9985" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
1806688792420985803123954679735357043914804667814644516994223218773806905133700868564795975763444353345231310113211927907938055770845889667175086525075319
CO_1806688792420985803123954
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C4H4N2O2
C2H2NO
A2B2CD
[ 6, 6, 7, 6, 7, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "N", "O" ]
[ 0.3333333333333333, 0.3333333333333333, 0.16666666666666666, 0.16666666666666666 ]
4
12
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 5.38069042, 4.00586321, 3.65880398 ], [ 5.1742883299999995, 2.67679819, 3.79175447 ], [ 3.8254241099999997, 2.14532799, 3.7612645899999997 ], [ 2.7298282599999997, 3.06397819, 3.85346465 ], [ 3.08569017, 4.412851079999999, 3.37752652 ], [ 4.28494761, 4.94304793, 3.5454762499999997 ], [ 1.62484459, 2.73903229, 4.1152467999999995 ], [ 4.39942023, 6.11820246, 3.95104716 ], [ 6.02667215, 2.00284831, 3.90954596 ], [ 3.7621245699999997, 1.29415535, 4.311506469999999 ], [ 2.27669717, 5.04640554, 3.4660535699999997 ], [ 6.37088306, 4.34720971, 3.58351841 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
705660625214600983328647653779128090021396293100867906751843210043064678088186821394297852325529268532266731606285152247268664845560579386816024964468644
1
i-PI
DFT-PBE-vdW-TS
null
[[-0.3968436348282155, -1.3458354551835614, -0.8590296749177702], [-1.4526284087800763, 0.33194964210419664, -0.330870293684111], [1.8450378786627826, 1.3439452808978525, 0.575350234502531], [3.046941844963661, 0.6633750135052964, -2.0300527922900615], [-3.729147303471652, -2.934377111686481, -0.04502770205083822], [2.3380156861396304, 2.1901680749164485, 2.8492677051097037], [-2.4235254104052806, -0.4774423952343001, 0.8491174129555784], [0.20817662410705362, 0.051035024116194455, -1.2008407780386612], [-0.4388254626448197, -0.28473336458875126, 0.03788554005777762], [-0.6551360571135613, -0.179552973839486, -0.04224741200012794], [0.3915955836966436, -0.09875720706872464, 0.047268335609975086], [1.2663386596708346, 0.7402254720627158, 0.14917942474710424]]
null
[]
null
null
null
-11,279.244759
null
4.745433
2.099762
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:09:45
2019387443665707158552069446241046163034043211591479583247345036590690568974058634689467324276945953965748046480357983075293429505600143613471803339480653
PO_2019387443665707158552069
null
null
null
[ "uracil_10k_test_108" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:39
11582575645792678241098191879595637196172708021479396863497497653882110850232297627189519058705879740516818012884918823069578521321920332068753276326307751
CO_1158257564579267824109819
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
C3H4O2
A4B3C2
[ 6, 6, 6, 8, 8, 1, 1, 1, 1 ]
[ "C", "H", "O" ]
[ 0.3333333333333333, 0.4444444444444444, 0.2222222222222222 ]
3
9
[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
[ [ 3.57324346, 3.10861893, 4.9003897 ], [ 2.96044732, 3.80826647, 3.71718298 ], [ 4.06051476, 4.3235290200000005, 2.71608436 ], [ 3.97843259, 5.02481628, 1.7339053800000002 ], [ 3.53466951, 1.89656377, 5.11878417 ], [ 4.34409572, 3.8714847800000003, 5.40139548 ], [ 2.28061807, 3.21163235, 3.05910277 ], [ 2.3279876, 4.61720691, 4.27017568 ], [ 5.0952857, 4.04233957, 2.99047292 ] ]
[ true, true, true ]
[ 1, 1, 1 ]
3
1933324883535134777319742794022211838989642226008847354270182386803518259507507106071662252689464633223892955192938446661197552373059345789833325428894904
1
i-PI
DFT-PBE-vdW-TS
null
[[1.9404367966215335, -0.9086822261462898, -0.7621247991449926], [-1.3815644204821538, 1.0122723564788536, -0.14063280204779413], [0.7701215609643365, 0.6206161662114356, 1.0574367105144888], [-1.2111519427541975, -0.061864480426105484, -0.14113843150081257], [-0.1410623837626495, 1.7495676302185774, 0.3051548281963488], [-1.1623159179944056, -1.2754640256936625, 0.05188781374812468], [0.12725638414576174, 0.018946388683501732, 0.7110788289389173], [0.8721179434376065, -0.5824454579784106, -1.4555648663525658], [0.18616197982416188, -0.5729463513478937, 0.3739027176482804]]
null
[]
null
null
null
-7,263.544519
null
2.274166
1.488347
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-16T20:08:27
2063448250906884124091691254935815892862911956862758658289384869203746910170443183428207047913465344654254372388776273212526820392858948764598637277210731
PO_2063448250906884124091691
null
null
null
[ "malonaldehyde_10k_train_7898" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:40
7190619088580393716481488044279396341094470684749443094081267096034206284020933880420884690592668246914665758781103542347200289424778674998830628305050467
CO_7190619088580393716481488
Forces_are_not_enough
[ "Xiang Fu", "Zhenghao Wu", "Wujie Wang", "Tian Xie", "Sinan Keten", "Rafael Gomez-Bombarelli", "Tommi Jaakkola" ]
Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
[ "C", "H", "N", "O", "Li", "P", "S" ]
7
294,980
295,001
23,735,083
0
294,980
0
294,980
0
284,980
-5,521.86417
32,373,780.031527
0
2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 0.04297435993798716, 0.31683057522908176, 0.0025279035257639504, 0.5502403341079531, 0.028440052221431034, 0.012640023209524905, 0.046346751768257984 ]
CC-BY-4.0
{'source-publication': 'https://doi.org/10.48550/arXiv.2210.07237', 'source-data': 'https://doi.org/10.5281/zenodo.7196767', 'other': ['https://github.com/kyonofx/MDsim/']}
10.60732/62c08514
1070296440820549128103566763887796741911188030112927334126036557339563660796092508528665883984373632668349075880148348245303822530373029760643620978215057
DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0