GST GAP 22 -- ColabFit
Collection
Datasets from GST GAP 22 in ColabFit format • 3 items • Updated
property_id string | property_hash string | last_modified timestamp[us] | dataset_id string | multiplicity int32 | software string | method string | energy float64 | atomic_forces list | cauchy_stress list | cauchy_stress_volume_normalized bool | electronic_band_gap float64 | electronic_band_gap_type string | formation_energy float64 | adsorption_energy float64 | atomization_energy float64 | max_force_norm float64 | mean_force_norm float64 | energy_above_hull float64 | configuration_id string | configuration_hash string | structure_hash string | cell list | positions list | pbc list | chemical_formula_hill string | chemical_formula_reduced string | chemical_formula_anonymous string | elements list | elements_ratios list | atomic_numbers list | nsites int32 | nelements int32 | nperiodic_dimensions int32 | dimension_types list | names list | labels list | property_metadata_path string | configuration_metadata_path string | hash string | configuration_metadata string | property_metadata string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PO_4922853083334843220852390 | 4922853083334843220852390664476669783513056743807172548876498871396252091785902358090779211826571105711380396868745306445390166406398104573767480486193922 | 2025-04-16T18:43:44 | DS_jy3ylaf48xg3_0 | 1 | CASTEP | PBE | -16,080.133349 | [
[
-0.06763,
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[
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[
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[
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2.01886
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[
0.06159,
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1.13021
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[
0.19194,
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0.07333868828576261,
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] | true | null | null | null | null | null | 2.091133 | 1.498996 | null | CO_1185093879285845986264600 | 11850938792858459862646009819375520738194485174432629555611492037665220641303404253539210584602400889656290849721540594661518742891114860691006188624805767 | 1279464422748743327441120029431932951619090767307619976881350010240215007247923376117181531859549480161918868152515616541004174883129461085120913531896594 | [
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[
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0.05094... | [
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true,
true
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] | 12 | 3 | 3 | [
1,
1,
1
] | [
"main_gst_gap_22_pbesol_cryst_conv_hex",
"extended_gst_gap_22_for_efield_pbesol_cryst_conv_hex",
"refitted_gst_gap_22_pbe_cryst_conv_hex"
] | null | data/MD/9806/MD_2127439833971556448789806.json | data/MD/0859/MD_1160691421349734141100859.json | null | {"config-type": "cryst", "masses": [72.63, 121.76, 121.76, 121.76, 121.76, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6], "sub-config": "conv_hex", "hash": "11606914213497341411008595714685281519729200534343730250725059374261891914615845843530564979381996516452893744129228585192303421822938486955566716032194708", "id": "MD_1160691421349734141100859"} | {"input": {"energy-cutoff": {"value": 600, "units": "eV"}, "pseudopotential": "ultrasoft", "scf-convergence": {"value": 1e-06, "units": "eV"}}, "hash": "2127439833971556448789806564301716500022852324897694830653033720714133886944194651353852313458749271670266058258980838837403038732263847875654974841319928", "id": "MD_2127439833971556448789806"} |
PO_4924982618426249621495576 | 4924982618426249621495576045143141076701805984607151022494374181676855949891570638689169977151724250355304522656345298075317281740746215957388124832397229 | 2025-04-17T17:35:57 | DS_jy3ylaf48xg3_0 | 1 | CASTEP | PBE | -28,788.354696 | [
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] | true | null | null | null | null | null | 0.62077 | 0.229628 | null | CO_1475185648738717011949046 | 1475185648738717011949046332407475792106043459892991902461623947868967854348047645885329201188460213452165415698940704824622141691001513316258344550997196 | 10932505238662845461715549548528108686234181035294674046078192215901123027298753603798245751962267381767742871179127178216472265475521469292024422450799143 | [
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40.... | [
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52,
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] | 21 | 3 | 3 | [
1,
1,
1
] | [
"main_gst_gap_22_pbesol_cryst_conv_hex",
"extended_gst_gap_22_for_efield_pbesol_cryst_conv_hex",
"refitted_gst_gap_22_pbe_cryst_conv_hex"
] | null | data/MD/9806/MD_2127439833971556448789806.json | data/MD/9789/MD_4830816949455406572169789.json | null | {"config-type": "cryst", "masses": [72.63, 72.63, 72.63, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6], "sub-config": "conv_hex", "hash": "4830816949455406572169789736567860491429948757810844329915808453857771411019311101799354838419572378219825197132248055432832841489258478104957232901479312", "id": "MD_4830816949455406572169789"} | {"input": {"energy-cutoff": {"value": 600, "units": "eV"}, "pseudopotential": "ultrasoft", "scf-convergence": {"value": 1e-06, "units": "eV"}}, "hash": "2127439833971556448789806564301716500022852324897694830653033720714133886944194651353852313458749271670266058258980838837403038732263847875654974841319928", "id": "MD_2127439833971556448789806"} |
PO_4925460334015246504336705 | 4925460334015246504336705147512990793729132029533765682844987923300170444903083755818429298764794490203196468692346301188274776261484191900042715740958551 | 2025-04-16T20:52:01 | DS_jy3ylaf48xg3_0 | 1 | CASTEP | PBE | -115,144.487396 | [
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] | true | null | null | null | null | null | 4.633953 | 1.511772 | null | CO_7414923376910661577542910 | 7414923376910661577542910292162399864283532795412917463527817836284440987647583946832869728075189643489865157231150090797665959562559855184895798127037468 | 8178315017446879149756985395516056827291022504625079914869870063230425361477174850740035737411132981130017348615646673214894895855623939455341987962876293 | [
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[
0,
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[
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... | [
true,
true,
true
] | Ge12Sb24Te48 | GeSb2Te4 | A4B2C | [
"Ge",
"Sb",
"Te"
] | [
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... | 84 | 3 | 3 | [
1,
1,
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"main_gst_gap_22_pbesol_cryst_spc_hex",
"extended_gst_gap_22_for_efield_pbesol_cryst_spc_hex",
"refitted_gst_gap_22_pbe_cryst_spc_hex"
] | null | data/MD/9806/MD_2127439833971556448789806.json | data/MD/0512/MD_6833017999298962675160512.json | null | {"config-type": "cryst", "masses": [72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6], "sub-config": "spc_hex", "hash": "683301799929896267516051236814807644720990017798961280935293538531152424999143328536006861717775122615099718594716446691743820353277059558707142257144930", "id": "MD_6833017999298962675160512"} | {"input": {"energy-cutoff": {"value": 600, "units": "eV"}, "pseudopotential": "ultrasoft", "scf-convergence": {"value": 1e-06, "units": "eV"}}, "hash": "2127439833971556448789806564301716500022852324897694830653033720714133886944194651353852313458749271670266058258980838837403038732263847875654974841319928", "id": "MD_2127439833971556448789806"} |
PO_4938325032988703110749891 | 4938325032988703110749891991150618403111787603998350833952179722035541251714075156627305967593662619759393386408198627899332350902697464700886398258747988 | 2025-04-16T19:49:43 | DS_jy3ylaf48xg3_0 | 1 | CASTEP | PBE | -259,081.192482 | [
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] | true | null | null | null | null | null | 3.313878 | 1.030806 | null | CO_1314549182101434922725386 | 13145491821014349227253865446225181772500577486825880821524247542631116567437064638597464925814471446884895832069216144206023009510143545388158613571527445 | 3944824030047423124795270272037329029172111899793548228692026507853440165556991667435306444030394263904342412472079881771327286250712351606849832385778765 | [
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true,
true
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"refitted_gst_gap_22_pbe_cryst_spc_rs"
] | null | data/MD/9806/MD_2127439833971556448789806.json | data/MD/3339/MD_9938531946644907471583339.json | null | {"config-type": "cryst", "masses": [72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 72.63, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 121.76, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6, 127.6], "sub-config": "spc_rs", "hash": "9938531946644907471583339802271898152272189570484186934442380030553054006747611641171002821790946938814451325060290185719540652456152525803726231890577366", "id": "MD_9938531946644907471583339"} | {"input": {"energy-cutoff": {"value": 600, "units": "eV"}, "pseudopotential": "ultrasoft", "scf-convergence": {"value": 1e-06, "units": "eV"}}, "hash": "2127439833971556448789806564301716500022852324897694830653033720714133886944194651353852313458749271670266058258980838837403038732263847875654974841319928", "id": "MD_2127439833971556448789806"} |
PO_4938042320015915026818768 | 4938042320015915026818768825715238921846859007822520411033620205218039934212439831133885592728659412290552952753800812236603115733811630486673608743130739 | 2025-04-17T17:56:16 | DS_jy3ylaf48xg3_0 | 1 | CASTEP | PBE | -295,419.893161 | [
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https://materials.colabfit.org/id/DS_jy3ylaf48xg3_0
https://materials.colabfit.org
GST GAP 22 refitted
The training dataset for GST_GAP_22, recalculated using the PBE functional. GST-GAP-22 contains configurations of phase-change materials on the quasi-binary GeTe-Sb2Te3 (GST) line of chemical compositions. Data was used for training a machine learning interatomic potential to simulate a range of germanium-antimony-tellurium compositions under realistic device conditions.
Yuxing Zhou, Wei Zhang, Evan Ma, Volker L. Deringer
https://doi.org/10.1038/s41928-023-01030-x
https://doi.org/10.5281/zenodo.8208202
CC-BY-4.0
2690
341004
Ge, Sb, Te
energy, atomic forces, cauchy stress
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).