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MD_1086845055867124744315202
2025-04-16T20:08:27
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PO_2141256618303716776218302
null
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[ "toluene_10k_test_7607" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
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CO_1244412030822423112306473
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.
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DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:09:11
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PO_2607175942959267573464106
null
null
[]
[ "lips_8414", "lips_20k_train_11855" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:28
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CO_3074332676705108925358983
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" ]
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DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:08:23
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[ "water_10k_train_7040", "water_90k_val_1824" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:57
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CO_1251769360604639386109770
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" ]
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MD_1086845055867124744315202
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[ "salicylic_acid_10k_test_7612" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:48
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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" ]
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MD_1086845055867124744315202
2025-04-16T20:09:45
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[ "water_10k_train_3384", "water_90k_train_57234" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:54
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CO_6152591951198639165462455
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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:07:30
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[ "aspirin_10k_test_8618" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:51
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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" ]
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DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:08:27
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[ "DS_tku3ae1rtxiy_0" ]
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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" ]
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MD_1086845055867124744315202
2025-04-17T00:48:22
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[ "uracil_10k_train_1751" ]
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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" ]
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DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-17T00:52:54
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[ "malonaldehyde_10k_test_8722" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
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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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
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[ "ethanol_10k_train_2456" ]
[ "DS_tku3ae1rtxiy_0" ]
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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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
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[ "naphthalene_10k_test_6203" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:46
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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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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null
[]
null
null
null
-26.564897
null
5.755327
1.896097
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MD_1086845055867124744315202
2025-04-17T00:52:54
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PO_5900600318022907277030167
null
null
null
[ "water_90k_train_32903" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:47
6242556397671321421350288665284800832094758418225349373424926153027356220122982881557110806099257244556661008377589918264279352378713585998195855018751432
CO_6242556397671321421350288
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
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[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
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MD_1086845055867124744315202
2025-04-17T00:30:11
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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.
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MD_1086845055867124744315202
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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.
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MD_1086845055867124744315202
2025-04-17T00:29:58
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2023-12-02T01:23:57
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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.
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MD_1086845055867124744315202
2025-04-17T00:52:54
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[ "malonaldehyde_10k_train_5327" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:37
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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" ]
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MD_1086845055867124744315202
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2023-12-02T01:23:33
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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.
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MD_1086845055867124744315202
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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" ]
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MD_1086845055867124744315202
2025-04-17T00:48:22
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2023-12-02T01:23:36
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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" ]
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MD_1086845055867124744315202
2025-04-17T00:44:25
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[ "benzene_10k_train_9033" ]
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2023-12-02T01:23:46
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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" ]
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MD_1086845055867124744315202
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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.
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MD_1086845055867124744315202
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[ "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.
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MD_1086845055867124744315202
2025-04-17T01:13:40
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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" ]
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MD_1086845055867124744315202
2025-04-17T01:09:01
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PO_3557500508565503626762018
null
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[ "water_90k_val_1350" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:56
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CO_7841022543415255761924752
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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C6H12N2O2
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MD_1086845055867124744315202
2025-04-17T01:09:01
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[ "ala_40k_test_9860" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:50:56
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CO_9040701881529792521648806
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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-17T01:12:08
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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.
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[ "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" ]
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MD_1086845055867124744315202
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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" ]
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MD_1086845055867124744315202
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[ "benzene_10k_test_7265" ]
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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" ]
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null
[]
null
null
null
-25.503605
null
6.888727
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MD_1086845055867124744315202
2025-04-17T01:13:01
7148839626419161678632747226471706390994751539671563144467606555071104031539134311588761650410288577685000940731575365373412895415531687359197941727944206
PO_7148839626419161678632747
null
null
null
[ "water_90k_train_50342" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:44
10644581393952233671994952730253642038770021954875497403513088223238438056181322716281907769965019970741027217092637764478632376259805244975114413332628440
CO_1064458139395223367199495
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
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[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
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MD_1086845055867124744315202
2025-04-17T01:14:40
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PO_8020887131304566011700638
null
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null
[ "water_90k_train_74452" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:51
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CO_6162587127988541375529181
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
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null
[]
null
null
null
-26.219099
null
6.349333
1.847516
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MD_1086845055867124744315202
2025-04-17T01:17:22
8182067338712169594837100742400248362945151802440572525687887714681806049647244284454207325201556222915388874830457310067754854832392332475278494980348725
PO_8182067338712169594837100
null
null
null
[ "water_90k_train_83858" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:37
2611884607604233872693032476590433536993064355946722570566523153330835732966142078110298250080151789579506233322920649028496613276945533994745846431706439
CO_2611884607604233872693032
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
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MD_1086845055867124744315202
2025-04-17T01:12:08
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null
null
[]
[ "lips_8790", "lips_20k_train_11289" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:29
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CO_1039163349737314860810325
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" ]
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DS_tku3ae1rtxiy_0
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C2H6O
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MD_1086845055867124744315202
2025-04-17T01:09:01
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PO_8685311673059335423269223
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[ "ethanol_10k_train_6101" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
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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" ]
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MD_1086845055867124744315202
2025-04-17T01:13:40
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PO_9591841254412248121482015
null
null
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[ "toluene_10k_test_6275" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:43
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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" ]
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2023-12-01T21:28:46
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DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
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[ "malonaldehyde_10k_train_6439" ]
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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.
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DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:07:25
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PO_1239908961170901354604305
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[ "malonaldehyde_10k_train_6105" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:37
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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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:08:40
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PO_1328402465788622315944163
null
null
[]
[ "lips_714", "lips_20k_train_10629" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:27
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CO_4831043766864587113304264
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" ]
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2023-12-01T21:28:46
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10.60732/62c08514
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
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MD_1086845055867124744315202
2025-04-16T20:08:14
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2023-12-02T01:23:55
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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" ]
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MD_1086845055867124744315202
2025-04-16T20:10:07
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[ "naphthalene_10k_test_9969" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:48
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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" ]
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DS_tku3ae1rtxiy_0
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null
[]
null
null
null
-27.304009
null
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MD_1086845055867124744315202
2025-04-16T20:09:32
3763842448683169805076298484636445807573394763534983387522915206193067236752510459564307295266434202039212550643124183685462806379280891017310875793008907
PO_3763842448683169805076298
null
null
null
[ "water_90k_train_19878" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:27
8616964340780660078272263946879916744187726362266483616890050299980515227671491732475376962322803759069440653292193107806532707359873268369049146236663607
CO_8616964340780660078272263
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
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[ "H", "O" ]
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MD_1086845055867124744315202
2025-04-16T20:09:21
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PO_4098501335975998604815947
null
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[ "water_90k_train_198" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:26
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CO_2427502455405503035203993
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" ]
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2023-12-01T21:28:46
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C3H4O2
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i-PI
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MD_1086845055867124744315202
2025-04-16T20:07:22
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PO_5336174670100204961917651
null
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[ "malonaldehyde_10k_test_9975" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:47
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CO_1147345181201847429624007
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" ]
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2023-12-01T21:28:46
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10.60732/62c08514
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
Li27P12S44
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null
[]
null
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MD_1086845055867124744315202
2025-04-17T00:48:50
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PO_1017296860873360805010141
null
null
[]
[ "lips_20k_test_3626", "lips_20497" ]
[ "DS_tku3ae1rtxiy_0", "DS_4pbhjtu62o2d_0" ]
2023-12-02T01:23:48
5880065844267328486777422156288501322227104044138334571119980095419347507250093931963740161624730808145922335786424924590079826740970257783260419965819674
CO_5880065844267328486777422
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
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294,980
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294,980
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284,980
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32,373,780.031527
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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
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[ "Li", "P", "S" ]
[ 0.3253012048192771, 0.14457831325301204, 0.5301204819277109 ]
3
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[ true, true, true ]
[ 1, 1, 1 ]
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1
VASP
DFT-PBE
null
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null
[]
null
null
null
-356.956915
null
3.008919
0.931076
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MD_1086845055867124744315202
2025-04-17T00:29:44
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PO_2482957724355430292115922
null
null
[]
[ "lips_5864", "lips_20k_test_4851" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:29
10054629609206064500977363894846775652824628492115865931016094906388748105996141647243338456491818138616640509623980217923390735139835165352663721518690460
CO_1005462960920606450097736
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
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
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[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
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MD_1086845055867124744315202
2025-04-17T00:52:57
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PO_2749838333380759762872526
null
null
null
[ "water_90k_train_43182" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:33
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CO_9460308993668706101129048
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
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NPT-PME-SHAKE
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null
[]
null
null
null
-25.934306
null
4.976249
1.787493
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
MD_1086845055867124744315202
2025-04-17T00:52:54
4508491475886958295541569366956780471713995512292194078035232093116484286743596352813755946380435908240960922506751142702881006794262863801367588630381615
PO_4508491475886958295541569
null
null
null
[ "water_90k_train_9715" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:40
9369834306823802882689061442964400144729915393194023155320349296369652212590628551053514940522466069048637220174990854845935266853011759175927059761386387
CO_9369834306823802882689061
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
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MD_1086845055867124744315202
2025-04-17T00:48:22
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[ "lips_3874", "lips_20k_train_5529" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:27
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CO_1253853280081972162166551
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" ]
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C10H8
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MD_1086845055867124744315202
2025-04-17T00:26:39
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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" ]
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DS_tku3ae1rtxiy_0
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H64O128
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MD_1086845055867124744315202
2025-04-17T00:30:11
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[ "water_90k_train_66988" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
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CO_9175795005828639398284081
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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
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MD_1086845055867124744315202
2025-04-17T01:09:01
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PO_1233027795874565877201265
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[ "ethanol_10k_train_9367" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:43
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CO_2940549645477699808980846
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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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DFT-PBE
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[]
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MD_1086845055867124744315202
2025-04-17T01:13:40
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PO_2236162830400358187572810
null
null
[]
[ "lips_20k_test_1043", "lips_15584" ]
[ "DS_tku3ae1rtxiy_0", "DS_4pbhjtu62o2d_0" ]
2023-12-02T01:23:45
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CO_1119548617847928344678404
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
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
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NPT-PME-SHAKE
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null
[]
null
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MD_1086845055867124744315202
2025-04-17T01:09:02
2552193174706198859051614968061869919732807796657007247311028291938575290781933109484061101921955133619669562331015503273740236771356165938192148677206243
PO_2552193174706198859051614
null
null
null
[ "water_90k_train_6028" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:34
910825164291326496373980242225313350631882177646222212910287224441594440633424025405376012913006297552309293342078199018360832893870015570814078105686189
CO_9108251642913264963739802
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" ]
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294,980
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284,980
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2023-12-01T21:28:46
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2023
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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
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C10H8
C5H4
A5B4
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[ "C", "H" ]
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DFT-PBE-vdW-TS
null
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null
[]
null
null
null
-10,489.876942
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MD_1086845055867124744315202
2025-04-17T01:13:01
3009381955822658366426740921329414889213248151195290712071589516333176355035635198737714743150764911576445898096454523915105876667051125560050892107120722
PO_3009381955822658366426740
null
null
null
[ "naphthalene_10k_test_314" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
2399207431940672559924000677992658782406158929082681889229043764127146090420379863708104121562489096858887228821534591061257682162338876606249941285420
CO_2399207431940672559924000
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
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DLPOLY
NPT-PME-SHAKE
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MD_1086845055867124744315202
2025-04-17T01:13:40
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2023-12-02T01:23:45
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CO_1318685333395284788466240
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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-17T01:13:40
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[ "uracil_10k_train_9139" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:39
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CO_7020892055216395190869025
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" ]
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Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
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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.
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[ "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.
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MD_1086845055867124744315202
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Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
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MD_1086845055867124744315202
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Approximately 300,000 benchmarking configurations derived partly from the MD-17 and LiPS datasets, partly from original simulated water and alanine dipeptide configurations.
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MD_1086845055867124744315202
2025-04-17T01:09:01
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[ "malonaldehyde_10k_test_8509" ]
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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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:07:30
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2023-12-02T01:23:54
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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.
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DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:09:11
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[ "salicylic_acid_10k_test_849" ]
[ "DS_tku3ae1rtxiy_0" ]
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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" ]
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null
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MD_1086845055867124744315202
2025-04-16T20:09:44
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PO_3161783064378533738192695
null
null
null
[ "water_90k_train_15336" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:48
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CO_9372393921987114978632334
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" ]
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2023-12-01T21:28:46
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CC-BY-4.0
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10.60732/62c08514
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
Li27P12S44
Li27P12S44
A44B27C12
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[ "Li", "P", "S" ]
[ 0.3253012048192771, 0.14457831325301204, 0.5301204819277109 ]
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1
VASP
DFT-PBE
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null
[]
null
null
null
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MD_1086845055867124744315202
2025-04-16T20:08:56
4744433572284598990042241836335668500758072795612829130006274406049573401911589409141983225256468396997064061874370769931792963511042579161911340381252195
PO_4744433572284598990042241
null
null
[]
[ "lips_20k_train_5384", "lips_2595" ]
[ "DS_tku3ae1rtxiy_0", "DS_4pbhjtu62o2d_0" ]
2023-12-02T01:23:56
10965720095944764704666128608423148856690445770645859348928070383531670391987270323184413070402596995401734671432610443823229395958714582211352264157625897
CO_1096572009594476470466612
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
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294,980
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294,980
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284,980
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32,373,780.031527
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2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
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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
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
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null
[]
null
null
null
-25.415308
null
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1.907883
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MD_1086845055867124744315202
2025-04-16T20:08:05
5287137677393114308273285720743646447505038043807370671729261062296518047160699822247550712339946551697062502826413502942555052695997009637697247314082202
PO_5287137677393114308273285
null
null
null
[ "water_90k_train_74857" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:52
2219442278014242918006592470430502702936046278113962948793748899725369932243690309714832894927473196659085376833897661352087909574167929347227297454802898
CO_2219442278014242918006592
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
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[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
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MD_1086845055867124744315202
2025-04-16T20:09:45
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PO_6290004097912240849272791
null
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null
[ "water_90k_train_40935" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:30
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CO_1010439360043302379543201
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" ]
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294,980
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284,980
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2023-12-01T21:28:46
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
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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
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
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[]
null
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MD_1086845055867124744315202
2025-04-17T00:29:44
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PO_4130248087026959418904531
null
null
null
[ "water_90k_train_1036", "water_1k_train_96", "water_10k_train_4538" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:40
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CO_7134319365498198247222794
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
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284,980
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32,373,780.031527
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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
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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 ] ]
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[ true, true, true ]
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1
i-PI
DFT-PBE-vdW-TS
null
[[0.1005748005682439, -0.6629845294035, 0.248541143044476], [0.7609847479588492, 0.5140990055731615, 0.7856752579733675], [-0.9303776324211249, -1.0995582059728053, -0.5469559923193406], [-0.06840033095524298, 0.93322509639852, 0.06448756576174346], [0.001578456687013129, -0.4284415442496526, -0.11229124061382831], [-0.4749213981297907, -0.1318869132179153, -0.1839343085064864], [0.0604246218211905, 0.30255428758761727, -0.1981466506392744], [0.17982297016719484, 0.5001202054420282, 0.14278470736999857], [1.0456187458045179, 0.034691915013191375, 0.0020504737967747474], [-0.16494871754843343, -0.006449256131258099, -0.09185069547434316], [0.05745295596109715, -0.0387115225502287, 0.1020347503005136], [-0.5678042992959396, 0.08333890129103767, -0.21239458607177983]]
null
[]
null
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MD_1086845055867124744315202
2025-04-17T00:48:22
5228083530466485178806476602332523329637152498789885132703350139705755230970171118056679110558212645844772909272151133429180266912443333627590502542701951
PO_5228083530466485178806476
null
null
null
[ "benzene_10k_test_4499" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:49
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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.
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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[ "malonaldehyde_10k_test_3833" ]
[ "DS_tku3ae1rtxiy_0" ]
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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" ]
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2023-12-01T21:28:46
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DS_tku3ae1rtxiy_0
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null
[]
null
null
null
-26.147671
null
6.133422
1.809781
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MD_1086845055867124744315202
2025-04-17T00:48:22
6470740827171869646265964332607553908587291637939972311335020103207777309528024847362965342043493576963689990921569192076451061271540358396400380244203769
PO_6470740827171869646265964
null
null
null
[ "water_90k_train_60220" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:30
8412340882409954500696280982047799695876030705650125286641562668567580278145508534659216097365494555652064727967948860483331888450354773021136979185959186
CO_8412340882409954500696280
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
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[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
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null
[]
null
null
null
-25.511072
null
6.938856
1.972568
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MD_1086845055867124744315202
2025-04-17T00:29:58
6613137496158522253884170068863832475634120279754152762809174032611782923644152880698614893837364271333478469716815817980863138575219824991740805165641518
PO_6613137496158522253884170
null
null
null
[ "water_1k_test_4194", "water_90k_test_4194", "water_10k_test_4194" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:53
2289281121762456583971902518861843835609378422266010945219369065345029600616536881799640731281197499022246117022161356575116507319526565461829710778968274
CO_2289281121762456583971902
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
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[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
2
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MD_1086845055867124744315202
2025-04-17T00:44:25
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2023-12-02T01:23:49
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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.
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MD_1086845055867124744315202
2025-04-17T01:09:02
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[ "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.
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MD_1086845055867124744315202
2025-04-17T01:13:01
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[ "aspirin_10k_train_5473" ]
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2023-12-02T01:23:44
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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" ]
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null
[]
null
null
null
-26.231647
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MD_1086845055867124744315202
2025-04-17T01:13:40
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PO_1184554026058607664034406
null
null
null
[ "water_90k_train_15131" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:48
10926943223299488107685598431646226955404861207710303246253288458581827037147164725633020692408651684797778267389395423549042311789225359203666977457279387
CO_1092694322329948810768559
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
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[ "H", "O" ]
[ 0.3333333333333333, 0.6666666666666666 ]
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MD_1086845055867124744315202
2025-04-17T01:13:01
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PO_1230997303832193056138880
null
null
null
[ "water_90k_train_537", "water_10k_train_6086" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:43
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CO_9937974409052484953975658
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
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[]
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MD_1086845055867124744315202
2025-04-17T01:13:01
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PO_1279306471990646440664016
null
null
null
[ "water_90k_train_5641" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:33
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CO_1125936484267869866750110
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
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294,980
0
294,980
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284,980
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32,373,780.031527
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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
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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
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1
i-PI
DFT-PBE-vdW-TS
null
[[-0.06841219538848213, -0.12073309708540829, 1.6219804236851554], [1.4650889051938116, 0.538614671308366, -1.5904522534617604], [2.65730833476435, 0.9641538005214106, 0.15388731910642084], [-1.5893157656462211, -0.13217665516649232, -0.2755701952948155], [-0.5986761790280531, -0.4702624225299342, -0.13179886663440374], [0.6516508734408417, -0.6487159873237897, 1.076328894578266], [-0.43373058369889317, -0.5372433926034625, 0.35882916777245266], [-0.9838112930671121, 0.1447685654963548, -0.36723855316358867], [0.004341264811027678, -0.2413806453627238, -0.042787579811730175], [-1.05548495870865, -0.19530667998813558, 0.01744571241238272], [-0.2726540424934043, 0.43455984513792395, -0.25717283044788236], [0.2236957709539941, 0.26372074870818174, -0.5634556722918651]]
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[]
null
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2.831
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MD_1086845055867124744315202
2025-04-17T01:14:40
2137974730519259033184280017698635584653658894954347576593870239878589542140498486243773505395761781237830365703169083889127164680516811795976926079288289
PO_2137974730519259033184280
null
null
null
[ "benzene_10k_test_3827" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:49
12414371638864369485918728963834843182706401552221748109273702327242446739703064136265796647819748315993600655854969164926529033645594189457327731413957426
CO_1241437163886436948591872
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
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null
[]
null
null
null
-26.45194
null
5.882367
1.731107
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MD_1086845055867124744315202
2025-04-17T01:09:01
2449077164557691257827582302405675103445057287514069763216652449037571096023849977459903149192878249030949389595652210857213968406106706910929876018726974
PO_2449077164557691257827582
null
null
null
[ "water_90k_train_44547" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:35
4759123363150333158500061501804098126024954909947787839721499327089248627661018989850582387147774866787381442282992435319000741234257007115870167514136527
CO_4759123363150333158500061
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
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[ true, true, true ]
[ 1, 1, 1 ]
3
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1
VASP
DFT-PBE
null
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null
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MD_1086845055867124744315202
2025-04-17T01:17:28
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PO_2748483308783682309754670
null
null
[]
[ "lips_20k_test_638", "lips_2677" ]
[ "DS_tku3ae1rtxiy_0", "DS_4pbhjtu62o2d_0" ]
2023-12-02T01:23:45
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CO_1240434820735032616394288
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
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
H64O128
HO2
A2B
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DLPOLY
NPT-PME-SHAKE
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MD_1086845055867124744315202
2025-04-17T01:13:01
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PO_3195817479651216680255653
null
null
null
[ "water_90k_train_37028" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:53
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CO_1009440083276290047916673
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" ]
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294,980
295,001
23,735,083
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294,980
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294,980
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284,980
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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
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[ [ 20, 0, 0 ], [ 0, 20, 0 ], [ 0, 0, 20 ] ]
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1
i-PI
DFT-PBE-vdW-TS
null
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MD_1086845055867124744315202
2025-04-17T01:09:01
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PO_3323940958163228428430381
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[ "benzene_10k_train_3881" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
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CO_6397243558633847004857825
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[ "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.
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MD_1086845055867124744315202
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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" ]
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Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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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" ]
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MD_1086845055867124744315202
2025-04-17T01:09:01
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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" ]
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DS_tku3ae1rtxiy_0
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C6H12N2O2
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MD_1086845055867124744315202
2025-04-17T01:14:40
4676274361282987807288974289495561110689035367440499358607695824463152249049867878840441988480842098713266794943126495841675823928149857494721398859673571
PO_4676274361282987807288974
null
null
null
[ "ala_40k_test_2445" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:50:56
7818152876331160977423224389337070385308012787546166126095427849281457559019691488959855416075937074295918343335425565022123380996552325778557464979805129
CO_7818152876331160977423224
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" ]
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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
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NPT-PME-SHAKE
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null
[]
null
null
null
-26.094931
null
5.459265
1.828948
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MD_1086845055867124744315202
2025-04-17T01:14:40
4811409559163972765780587452183103602628900577395687228519294503239950200870475801175865756344428859828066810958288988618991668502646076704861237596391001
PO_4811409559163972765780587
null
null
null
[ "water_90k_train_7237" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:36
31531198073136799612413437774828671542238840297919259986566317728283116568742384385259617361483043911416025174906303201191615444754269750823872519821423
CO_3153119807313679961241343
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
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[ true, true, true ]
[ 1, 1, 1 ]
3
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1
VASP
DFT-PBE
null
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null
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MD_1086845055867124744315202
2025-04-17T01:13:40
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PO_5837827713351461050847687
null
null
[]
[ "lips_24359", "lips_20k_train_15745" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:31
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CO_1287509364797617936673293
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
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[ "H", "O" ]
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DLPOLY
NPT-PME-SHAKE
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MD_1086845055867124744315202
2025-04-17T01:09:02
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PO_7002508045456650415189843
null
null
null
[ "water_90k_train_36163" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:50
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CO_1617476214187975010681196
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" ]
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2023-12-01T21:28:46
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2023
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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
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H8
C7H8
A8B7
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[ "C", "H" ]
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MD_1086845055867124744315202
2025-04-17T01:09:02
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PO_7104811917882509249350474
null
null
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[ "toluene_10k_train_5487" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:35
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CO_1103892715329247898840082
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" ]
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2023-12-01T21:28:46
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10.60732/62c08514
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
Li27P12S44
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MD_1086845055867124744315202
2025-04-17T01:09:01
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PO_8195528406163973080468623
null
null
[]
[ "lips_5038", "lips_20k_train_3933" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:28
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CO_1162007995830805447825076
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" ]
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2023-12-01T21:28:46
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C7H6O3
C7H6O3
A7B6C3
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MD_1086845055867124744315202
2025-04-16T20:07:38
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PO_1195828676328451582276780
null
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[ "salicylic_acid_10k_train_8348" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
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CO_8731497300130405185463493
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" ]
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2023-12-01T21:28:46
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
C2H6O
C2H6O
A6B2C
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MD_1086845055867124744315202
2025-04-16T20:08:56
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PO_1270331204431412840141788
null
null
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[ "ethanol_10k_train_7453" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:42
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CO_1038288881522033071433690
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
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[ "H", "O" ]
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[ true, true, true ]
[ 1, 1, 1 ]
3
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1
DLPOLY
NPT-PME-SHAKE
null
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MD_1086845055867124744315202
2025-04-16T20:07:30
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PO_1273645370156654744192175
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[ "water_90k_train_78914" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:57
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CO_4975294366135092536291122
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" ]
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2023-12-01T21:28:46
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:07:34
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[ "malonaldehyde_10k_test_961" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:41
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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" ]
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:08:27
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PO_1334611060529447492150539
null
null
[]
[ "lips_11014", "lips_20k_train_12191" ]
[ "DS_4pbhjtu62o2d_0", "DS_tku3ae1rtxiy_0" ]
2023-12-02T05:05:27
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CO_8073643699282694450889937
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" ]
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2023-12-01T21:28:46
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0
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MD_1086845055867124744315202
2025-04-16T20:09:52
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null
null
null
[ "salicylic_acid_10k_test_4716" ]
[ "DS_tku3ae1rtxiy_0" ]
2023-12-02T01:23:45
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CO_1638972283427002566484919
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" ]
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2023-12-01T21:28:46
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DS_tku3ae1rtxiy_0
Forces_are_not_enough__Fu-Wu-Wang-Xie-Keten-Gomez-Bombarelli-Jaakkola__DS_tku3ae1rtxiy_0