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Ni33
Ni
A
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MD_1213582242930949697188121
2024-08-16T15:24:47
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MD_7212896525036108519471547
null
[ "Ni_iter0_Ni_iter0_T437_0_mp-23_interstitials_FCC2_db100_12" ]
[ "DS_nue14kckbkdh_0" ]
2023-12-01T22:55:26
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CO_1239242581472449905866462
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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2023-12-01T17:55:36
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni16
Ni
A
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MD_1213582242930949697188121
2024-08-16T15:18:46
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MD_5254385145730000393819070
null
[ "Ni_iter0_Ni_iter0_T437_1_mp-10257_elastic_B222_dist03_11_4" ]
[ "DS_nue14kckbkdh_0" ]
2023-12-01T22:55:26
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CO_9048942893498165466837094
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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2023-12-01T17:55:36
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni16
Ni
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2024-08-16T14:33:21
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2023-12-01T22:55:26
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CO_1054442729135305187145805
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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MD_1213582242930949697188121
2024-08-16T15:00:17
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2023-12-01T22:55:26
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CO_6797340693787003962843232
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
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MD_1213582242930949697188121
2024-08-16T15:13:43
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2023-12-01T22:55:26
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CO_3774511532810433470580689
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
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MD_1213582242930949697188121
2024-08-16T15:07:02
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[ "Ni_iter0_Ni_iter0_T1750_5_mp-1094136_elastic_B222_dist03_9_6" ]
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23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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2024-08-16T15:38:57
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2023-12-01T22:55:26
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CO_7884802502567584311069139
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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2024-08-16T15:16:29
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2023-12-01T22:55:26
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CO_1261604790321790017213430
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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MD_1213582242930949697188121
2024-08-16T15:24:08
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2023-12-01T22:55:26
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CO_1409440515859610498950702
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni33
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MD_1213582242930949697188121
2024-08-16T15:00:52
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MD_7212896525036108519471547
null
[ "Ni_iter0_Ni_iter0_T1750_0_mp-23_interstitials_FCC2_db100_4" ]
[ "DS_nue14kckbkdh_0" ]
2023-12-01T22:55:26
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CO_1200422812151536316299717
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni16
Ni
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MD_1213582242930949697188121
2024-08-16T15:09:02
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MD_7254722095552994262685996
null
[ "Ni_iter0_Ni_iter0_T1750_2_mp-1008728_elastic_B222_dist03_8_17" ]
[ "DS_nue14kckbkdh_0" ]
2023-12-01T22:55:26
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CO_5117852678227258365073516
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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2023-12-01T17:55:36
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GPL-3.0-only
{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni16
Ni
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MD_1213582242930949697188121
2024-08-16T15:38:42
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null
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2023-12-01T22:55:26
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CO_9664686957469512398757281
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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2024-08-16T15:25:31
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2023-12-01T22:55:26
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CO_4372420248818954589024581
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni16
Ni
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2024-08-16T14:40:21
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2023-12-01T22:55:26
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CO_4507645820128327677659634
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
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MD_1213582242930949697188121
2024-08-16T15:18:26
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MD_6140727495363540633599620
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2023-12-01T22:55:26
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CO_6789803147716883866183998
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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2024-08-16T14:42:12
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23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
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2023-12-01T22:55:26
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CO_4784638055967944541804424
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
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MD_1213582242930949697188121
2024-08-16T14:58:20
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2023-12-01T22:55:26
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CO_9957047861923473971989650
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
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MD_1213582242930949697188121
2024-08-16T14:27:22
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2023-12-01T22:55:26
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23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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MD_1213582242930949697188121
2024-08-16T14:12:15
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PO_3190632444697525367487671
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2023-12-01T22:55:26
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CO_1025480704125819123041257
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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DS_nue14kckbkdh_0
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MD_1213582242930949697188121
2024-08-16T15:09:59
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PO_1317644810838615460359627
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2023-12-01T22:55:26
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CO_1175043232569439102971120
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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2023
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GPL-3.0-only
{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni16
Ni
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MD_1213582242930949697188121
2024-08-16T14:43:54
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[ "Ni_iter0_Ni_iter0_T1750_1_mp-10257_elastic_B222_dist03_0_2" ]
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2023-12-01T22:55:26
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CO_2867685039110450147609964
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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2023-12-01T17:55:36
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GPL-3.0-only
{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni16
Ni
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MD_1213582242930949697188121
2024-08-16T15:31:36
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PO_9454773257574523337009344
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MD_1335738535281727543802207
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[ "Ni_iter1_Ni_4_mp-1014111_elastic_B222_dist03_8_1750_4" ]
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2023-12-01T22:55:26
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CO_4512538866270343623123265
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni33
Ni
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MD_1213582242930949697188121
2024-08-16T14:42:55
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MD_1229072388698067718151592
null
[ "Ni_iter3_Ni_iter3_0_mp-23_interstitials_FCC2_interTd_1750_3" ]
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2023-12-01T22:55:26
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CO_7464365097051065588260369
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
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[ 1 ]
GPL-3.0-only
{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
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Ni16
Ni
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MD_1213582242930949697188121
2024-08-16T14:52:04
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MD_9779790798079339782879715
null
[ "Ni_iter0_Ni_iter0_T437_4_mp-1014111_elastic_B222_dist03_4_19" ]
[ "DS_nue14kckbkdh_0" ]
2023-12-01T22:55:26
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CO_1623840058784247590607864
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
[ "Ni" ]
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2023-12-01T17:55:36
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GPL-3.0-only
{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
Ni16
Ni
A
[ 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28 ]
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MD_1213582242930949697188121
2024-08-16T14:53:42
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MD_7254722095552994262685996
null
[ "Ni_iter0_Ni_iter0_T1750_2_mp-1008728_elastic_B222_dist03_10_6" ]
[ "DS_nue14kckbkdh_0" ]
2023-12-01T22:55:26
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CO_2440166936668308349178941
23-Single-Element-DNPs_RSCDD_2023-Ni
[ "Christopher M. Andolina", "Wissam A. Saidi" ]
Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.
[ "Ni" ]
1
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75,534
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3,817
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2,191.496483
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2023-12-01T17:55:36
[ [ 1, 1, 1 ] ]
[ 3 ]
2023
[ 1 ]
GPL-3.0-only
{'source-publication': 'https://doi.org/10.1039/D3DD00046J', 'source-data': 'https://github.com/saidigroup/23-Single-Element-DNPs', 'other': None}
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DS_nue14kckbkdh_0
23-Single-Element-DNPs_RSCDD_2023-Ni__Andolina-Saidi__DS_nue14kckbkdh_0
End of preview. Expand in Data Studio

Dataset

23-Single-Element-DNPs RSCDD 2023-Ni

Description

Configurations of Ni from Andolina & Saidi, 2023. One of 23 minimalist, curated sets of DFT-calculated properties for individual elements for the purpose of providing input to machine learning of deep neural network potentials (DNPs). Each element set contains on average ~4000 structures with 27 atoms per structure. Configuration metadata includes Materials Project ID where available, as well as temperatures at which MD trajectories were calculated.These temperatures correspond to the melting temperature (MT) and 0.25*MT for elements with MT < 2000K, and MT, 0.6*MT and 0.25*MT for elements with MT > 2000K.

Additional details stored in dataset columns prepended with "dataset_".

Dataset authors

Christopher M. Andolina, Wissam A. Saidi

Publication

https://doi.org/10.1039/D3DD00046J

Original data link

https://github.com/saidigroup/23-Single-Element-DNPs

License

gpl-3.0

Number of unique molecular configurations

3817

Number of atoms

75534

Elements included

Ni

Properties included

energy, atomic forces, cauchy stress

Cite this dataset

Andolina, C. M., and Saidi, W. A. 23-Single-Element-DNPs RSCDD 2023-Ni. ColabFit, 2023. https://doi.org/10.60732/b184fffc

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