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float64
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float64
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PO_1002000810982088893677765
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2025-04-16T16:07:25
DS_0gyf3srv7xh7_0
1
SIESTA
DFT-GGA
-10,508.53418
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[]
null
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3.141349
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null
CO_7333954638908072214887209
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[ true, true, true ]
Ge32Te32
GeTe
AB
[ "Ge", "Te" ]
[ 0.5, 0.5 ]
[ 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, ...
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null
data/MD/5202/MD_1086845055867124744315202.json
data/MD/6006/MD_2098417955611410094286006.json
null
{"dipole": [[0.3232210874557495, 0.4360174536705017, -0.30814415216445923], [-1.693738341331482, -1.2496204376220703, 0.12413440644741058], [-0.2882288992404938, 0.9959147572517395, -0.9552167654037476], [-0.30410701036453247, -0.19129522144794464, -0.10838896781206131], [-0.2047647088766098, -0.24879485368728638, 0.20...
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PO_1002569675954501506423217
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2025-04-16T17:59:53
DS_0gyf3srv7xh7_0
1
SIESTA
DFT-GGA
-10,512.714844
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[]
null
null
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3.529251
1.36039
null
CO_4881278021276759899223031
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[ true, true, true ]
Ge32Te32
GeTe
AB
[ "Ge", "Te" ]
[ 0.5, 0.5 ]
[ 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, ...
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data/MD/5202/MD_1086845055867124744315202.json
data/MD/1872/MD_6174735605127283423171872.json
null
{"dipole": [[2.649878740310669, 0.43415752053260803, 1.4595484733581543], [-0.04243297129869461, -0.3371374309062958, 1.3653087615966797], [-2.199552059173584, 0.34076425433158875, -0.631003737449646], [1.5677353143692017, 0.24311117827892303, -0.9145203232765198], [-0.8289462924003601, 0.37389957904815674, -1.17951309...
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PO_1002576653043094755379990
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2025-04-16T19:57:47
DS_0gyf3srv7xh7_0
1
SIESTA
DFT-GGA
-10,510.828125
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[]
null
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3.345557
1.281837
null
CO_1095568866166472243749362
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Ge32Te32
GeTe
AB
[ "Ge", "Te" ]
[ 0.5, 0.5 ]
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data/MD/5202/MD_1086845055867124744315202.json
data/MD/1516/MD_1252772578805663917681516.json
null
{"dipole": [[-0.37762048840522766, -0.07839242368936539, -3.3232531547546387], [-0.0076279486529529095, -0.22109995782375336, -0.13142554461956024], [-0.22296452522277832, 0.24281343817710876, 0.3737386465072632], [-0.5877074003219604, -0.3110608160495758, -0.4822525680065155], [0.8080236911773682, -2.145559310913086, ...
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PO_1002858409796131441572908
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2025-04-16T21:27:46
DS_0gyf3srv7xh7_0
1
SIESTA
DFT-GGA
-10,497.816406
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[]
null
null
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4.517385
1.326843
null
CO_7195722966165419638486076
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[ true, true, true ]
Ge32Te32
GeTe
AB
[ "Ge", "Te" ]
[ 0.5, 0.5 ]
[ 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, ...
64
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null
data/MD/5202/MD_1086845055867124744315202.json
data/MD/1228/MD_9148165472354844210901228.json
null
{"dipole": [[0.6341806054115295, -0.3153854012489319, 0.17020034790039062], [-0.2924053966999054, -0.06263464689254761, -0.048374276608228683], [0.9577919840812683, 0.48860421776771545, 0.8298528790473938], [1.8679959774017334, 0.45884111523628235, -0.08517139405012131], [0.016277140006422997, -0.3379632830619812, -0.2...
{"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"}
PO_1001012806430384617089620
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2025-04-17T17:45:49
DS_0gyf3srv7xh7_0
1
SIESTA
DFT-GGA
-10,502.500977
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[]
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null
CO_1151950625356546551744422
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[ true, true, true ]
Ge32Te32
GeTe
AB
[ "Ge", "Te" ]
[ 0.5, 0.5 ]
[ 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, ...
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null
data/MD/5202/MD_1086845055867124744315202.json
data/MD/4674/MD_9111574243299128283224674.json
null
{"dipole": [[-0.38004761934280396, 1.2954837083816528, 0.21919940412044525], [-1.3845036029815674, -0.6701878905296326, -2.3842175006866455], [0.09088283777236938, -0.5654447078704834, -0.6091036200523376], [-0.47167813777923584, -0.5313760638237, 0.04335548356175423], [-0.4608476161956787, -0.4579823911190033, -0.2485...
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PO_1001161137454410412162418
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2025-04-16T18:36:58
DS_0gyf3srv7xh7_0
1
SIESTA
DFT-GGA
-10,499.735352
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[]
null
null
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4.197041
1.39026
null
CO_2740331323620100944470925
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[ true, true, true ]
Ge32Te32
GeTe
AB
[ "Ge", "Te" ]
[ 0.5, 0.5 ]
[ 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, ...
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data/MD/5202/MD_1086845055867124744315202.json
data/MD/3253/MD_6009018708930158190973253.json
null
{"dipole": [[0.41849178075790405, 0.4261680543422699, -0.9770340919494629], [-1.4397879838943481, 1.5731803178787231, -0.21378980576992035], [0.14303766191005707, 0.293199360370636, -0.4301990270614624], [0.9703657031059265, -2.0522067546844482, -0.8712229132652283], [0.5061941742897034, -1.1284196376800537, -0.1616308...
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PO_1001552884002208715713519
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2025-04-16T21:43:25
DS_0gyf3srv7xh7_0
1
SIESTA
DFT-GGA
-10,490.889648
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7.478458
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CO_1133006101972497957218701
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[ true, true, true ]
Ge32Te32
GeTe
AB
[ "Ge", "Te" ]
[ 0.5, 0.5 ]
[ 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, 52, ...
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null
data/MD/5202/MD_1086845055867124744315202.json
data/MD/4412/MD_1025253960163214957634412.json
null
{"dipole": [[1.0163981914520264, -0.778028130531311, 0.8536006212234497], [-1.2945905923843384, -0.16087289154529572, 0.24387581646442413], [-0.6371193528175354, -0.3365676999092102, 0.36734431982040405], [3.883734703063965, -0.9311188459396362, -0.8688055872917175], [-1.7575172185897827, -0.8265664577484131, 0.5302283...
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PO_1000195769691483156993110
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2025-04-17T18:37:27
DS_0gyf3srv7xh7_0
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2025-04-16T15:44:13
DS_0gyf3srv7xh7_0
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2025-04-17T18:16:17
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2025-04-16T20:18:47
DS_0gyf3srv7xh7_0
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PO_4902401834353464760254048
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2025-04-16T18:28:20
DS_0gyf3srv7xh7_0
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GeTe
AB
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PO_4902047547271703196964645
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2025-04-16T21:43:16
DS_0gyf3srv7xh7_0
1
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Ge32Te32
GeTe
AB
[ "Ge", "Te" ]
[ 0.5, 0.5 ]
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End of preview. Expand in Data Studio

Cite this dataset Mo, P., Li, C., Zhao, D., Zhang, Y., Shi, M., Li, J., and Liu, J. NVNMD GeTe. ColabFit, 2023. https://doi.org/10.60732/c741fb0f

This dataset has been curated and formatted for the ColabFit Exchange

This dataset is also available on the ColabFit Exchange:

https://materials.colabfit.org/id/DS_0gyf3srv7xh7_0

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Dataset Name

NVNMD GeTe

Description

Approximately 5,000 configurations of GeTe used in training of a non-von Neumann multiplication-less DNN model.

Dataset authors

Pinghui Mo, Chang Li, Dan Zhao, Yujia Zhang, Mengchao Shi, Junhua Li, Jie Liu

Publication

https://doi.org/10.1038/s41524-022-00773-z

Original data link

https://github.com/LiuGroupHNU/nvnmd

License

LGPL-3.0

Number of unique molecular configurations

5025

Number of atoms

321600

Elements included

Ge, Te

Properties included

energy, atomic forces


Usage

  • ds.parquet : Aggregated dataset information.
  • co/ directory: Configuration rows each include a structure, calculated properties, and metadata.
  • cs/ directory : Configuration sets are subsets of configurations grouped by some common characteristic. If cs/ does not exist, no configurations sets have been defined for this dataset.
  • cs_co_map/ directory : The mapping of configurations to configuration sets (if defined).

ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files:

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