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 |
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[
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1
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[
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0,
0,
0
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[
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true,
true,
true
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0.2222222222222222,
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46,
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41,
46,
46,
46,
41,
46,
46,
46,
41,
8,
1
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0
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[
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true,
true
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"Pd",
"Rh"
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0.05555555555555555,
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46,
46,
45,
46,
46,
46,
45,
46,
46,
46,
45,
8,
1
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0,
0
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[
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[
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1.5474095423291232,
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true,
true,
true
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"Rh"
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0.05555555555555555,
0.2222222222222222,
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45,
45,
45,
28,
45,
45,
45,
28,
45,
45,
45,
28,
8,
1
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0
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7.5
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[
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1.5618218286569239,
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true,
true,
true
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"H",
"O",
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0.2222222222222222,
0.05555555555555555,
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75,
75,
75,
29,
75,
75,
75,
29,
75,
75,
75,
29,
8,
1
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0
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[
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[
1.4101447944811054,
0.8141474766900156,
9... | [
true,
true,
true
] | HOPt14Re2 | HOPt14Re2 | A14B2CD | [
"H",
"O",
"Pt",
"Re"
] | [
0.05555555555555555,
0.05555555555555555,
0.7777777777777778,
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78,
78,
78,
78,
78,
78,
78,
78,
78,
78,
78,
75,
75,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
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[
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0.7837903635548895,
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true,
true
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24,
24,
24,
24,
76,
76,
76,
76,
8,
1
] | 18 | 4 | 0 | [
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0,
0
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[
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1.5717873260679325,
... | [
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true,
true
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46,
46,
46,
27,
46,
46,
46,
27,
8,
1
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0,
0
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[
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0... | [
true,
true,
true
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0.05555555555555555,
0.2222222222222222,
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44,
44,
44,
41,
41,
41,
41,
44,
44,
44,
44,
8,
1
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PO_1052536681255992797006007 | 10525366812559927970060073571648362155277531363330659873859649920466662848770781817197330134510660816015988925728304801892431102802634354119947304438271097 | 2025-04-16T21:57:13 | DS_mk2e641eop9w_0 | 1 | Quantum ESPRESSO | DFT-PBE | null | [] | [] | null | null | null | null | -3.222791 | null | null | null | null | CO_5531008411704169234784654 | 5531008411704169234784654960898184905083225178160473487179159809661667484666789065494811546466768852389875274263408194229770744973874548219547306108295074 | 9958356884255242903059523898135046889188259425908944828817686665821601574220050127927341106247689616758983573667736402322196920024911701580609757914329863 | [
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true
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76,
76,
76,
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76,
24,
24,
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1
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[
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true,
true
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0.05555555555555555,
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21,
21,
78,
78,
78,
78,
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1
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[
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true,
true,
true
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0.2222222222222222,
0.05555555555555555,
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77,
77,
79,
77,
77,
77,
79,
8,
1
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[
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true,
true
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"O",
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29,
22,
29,
29,
29,
22,
29,
29,
29,
22,
8,
1
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[
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true,
true,
true
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0.6666666666666666,
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75,
28,
28,
28,
75,
28,
28,
28,
75,
8,
1
] | 18 | 4 | 0 | [
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0,
0
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[
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true,
true
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46,
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79,
8,
1
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[
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9... | [
true,
true,
true
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78,
23,
23,
23,
23,
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1
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0,
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[
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true,
true
] | HAu12OZn4 | Au12HOZn4 | A12B4CD | [
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79,
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1
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[
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4.1876305525081765,
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true,
true,
true
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"H",
"O",
"Pd",
"Zr"
] | [
0.05555555555555555,
0.05555555555555555,
0.6666666666666666,
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46,
46,
46,
46,
40,
40,
40,
40,
46,
46,
46,
46,
8,
1
] | 18 | 4 | 0 | [
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0,
0
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[
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true,
true
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"Pt"
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0.05555555555555555,
0.05555555555555555,
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0.6666666666666666
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78,
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76,
76,
76,
76,
78,
78,
78,
78,
8,
1
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[
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true,
true
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0.05555555555555555,
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45,
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45,
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8,
1
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[
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true,
true
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"Zn"
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0.6666666666666666,
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77,
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77,
77,
8,
1
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[
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true,
true,
true
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28,
28,
79,
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79,
79,
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1
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[
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true,
true,
true
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79,
79,
79,
22,
79,
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79,
22,
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1
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[
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true,
true
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1
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[
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true
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1
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2.3582017250362943,
7.5
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[
1.3615084007531446,
0.7860672416787647,
9.723333908238638
],
[
4.084525202259433,
0... | [
true,
true,
true
] | HAg4ORu12 | Ag4HORu12 | A12B4CD | [
"Ag",
"H",
"O",
"Ru"
] | [
0.2222222222222222,
0.05555555555555555,
0.05555555555555555,
0.6666666666666666
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44,
44,
44,
44,
44,
44,
44,
47,
47,
47,
47,
44,
44,
44,
44,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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PO_1022968696663403504966835 | 10229686966634035049668353678924826088128887472894332820813273220464675766986070478195445778911584113702987372890473319061672495722805383669771909808414468 | 2025-04-16T17:30:38 | DS_mk2e641eop9w_0 | 1 | Quantum ESPRESSO | DFT-PBE | null | [] | [] | null | null | null | null | -2.451317 | null | null | null | null | CO_1050755383205960062110359 | 10507553832059600621103590738908951464000665712498662512207092883005748533475798407304716971137836342551716904393769008005039078108520290419787508200153609 | 7117751847653163677723505283196459480713601641971753961838552249007910622653751710134039863276005643133441290782658546181261342456628565101088578455110207 | [
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[
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[
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7.499999999999999
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[
1.372721607256687,
0.7925411894720639,
9... | [
true,
true,
true
] | HIr12OPt4 | HIr12OPt4 | A12B4CD | [
"H",
"Ir",
"O",
"Pt"
] | [
0.05555555555555555,
0.6666666666666666,
0.05555555555555555,
0.2222222222222222
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77,
77,
77,
77,
77,
78,
78,
78,
78,
77,
77,
77,
77,
8,
1
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0,
0,
0
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[
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[
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[
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[
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7.500000000000001
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[
1.2900840319219595,
0.7448303631073809,
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true,
true,
true
] | HCu12ORh4 | Cu12HORh4 | A12B4CD | [
"Cu",
"H",
"O",
"Rh"
] | [
0.6666666666666666,
0.05555555555555555,
0.05555555555555555,
0.2222222222222222
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29,
29,
29,
29,
29,
29,
29,
29,
29,
45,
45,
45,
45,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
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[
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[
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[
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7.500000000000001
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[
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0.7837903635548895,
... | [
true,
true,
true
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"H",
"O",
"Os",
"W"
] | [
0.05555555555555555,
0.05555555555555555,
0.6666666666666666,
0.2222222222222222
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76,
76,
76,
76,
76,
76,
76,
76,
76,
74,
74,
74,
74,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
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[
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[
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0.8254328478867903,
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[
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0.825... | [
true,
true,
true
] | HOSn4W12 | HOSn4W12 | A12B4CD | [
"H",
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"Sn",
"W"
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0.05555555555555555,
0.05555555555555555,
0.2222222222222222,
0.6666666666666666
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74,
74,
74,
74,
74,
50,
50,
50,
50,
74,
74,
74,
74,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
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[
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[
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1.5978215047199906,
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[
1.44... | [
true,
true,
true
] | HOPd12Ru4 | HOPd12Ru4 | A12B4CD | [
"H",
"O",
"Pd",
"Ru"
] | [
0.05555555555555555,
0.05555555555555555,
0.6666666666666666,
0.2222222222222222
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44,
46,
46,
46,
44,
46,
46,
46,
44,
46,
46,
46,
44,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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[
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[
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[
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0.7851650472864384,
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true,
true,
true
] | HFe4ORh12 | Fe4HORh12 | A12B4CD | [
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"O",
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0.2222222222222222,
0.05555555555555555,
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45,
45,
45,
45,
26,
26,
26,
26,
45,
45,
45,
45,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
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0
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[
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[
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[
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7.500000000000002
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[
1.4101447944811054,
0.8141474766900156,
9... | [
true,
true,
true
] | HOPd2Pt14 | HOPd2Pt14 | A14B2CD | [
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"Pt"
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0.05555555555555555,
0.05555555555555555,
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78,
78,
78,
78,
78,
78,
78,
46,
46,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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[
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[
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1.1102230246251565e-16,
7.5
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[
1.367249701922944,
2.368145950363943,
7.500000000000001
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[
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2.368145950363943,
7.5
],
[
2.734499403845888,
1.5787639669092954,
9.732709413789074
]... | [
true,
true,
true
] | HORe12Rh4 | HORe12Rh4 | A12B4CD | [
"H",
"O",
"Re",
"Rh"
] | [
0.05555555555555555,
0.05555555555555555,
0.6666666666666666,
0.2222222222222222
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75,
75,
75,
45,
75,
75,
75,
45,
75,
75,
75,
45,
75,
75,
75,
45,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
"tinnet_OH_318"
] | null | data/MD/9706/MD_4984148203575716799799706.json | data/MD/9790/MD_3126812570449341224909790.json | null | {"id": "MD_3126812570449341224909790", "hash": "312681257044934122490979051211650629676345776214344404583696609322726210063549013530696425109703445229021660310611309411947218346061695526361769777441473"} | {"input": {"cutoff": {"value": 500, "units": "eV"}, "kpoints": "6 x 6 x 1", "kpoints-scheme": "Monkhorst-Pack"}, "hash": "4984148203575716799799706827844664500317481102476254525171493376408955871805617221306825844694957117619742583902791250217499552788514727972407597425034603", "id": "MD_4984148203575716799799706"} |
PO_4781606922449082976250179 | 4781606922449082976250179150665995486168943122696132315808803545739991674473693726475581537052217614039696242143464021723523542264316888890883348578580912 | 2025-04-17T18:26:41 | DS_mk2e641eop9w_0 | 1 | Quantum ESPRESSO | DFT-PBE | null | [] | [] | null | null | null | null | -2.792487 | null | null | null | null | CO_3148414597710874647204150 | 3148414597710874647204150097760365487727181135990697128316681307092038268622470122223800254296061712150241945098754065285589940021466769625926035904159169 | 10312230215920478523322954100548430917867254547587637215064821761124367586237300722510739071818895803086443095031902480586000814124248631821875764917374290 | [
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[
2.715129464319901,
4.702742181329337,
0
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[
0,
0,
21.650681773179983
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] | [
[
0,
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[
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0,
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[
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[
4.072694196479851,
2.3513710906646685,
7.500000000000001
],
[
1.3575647321599504,
0.7837903635548895,
... | [
true,
true,
true
] | HFe4OOs12 | Fe4HOOs12 | A12B4CD | [
"Fe",
"H",
"O",
"Os"
] | [
0.2222222222222222,
0.05555555555555555,
0.05555555555555555,
0.6666666666666666
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76,
76,
76,
76,
76,
76,
76,
26,
26,
26,
26,
76,
76,
76,
76,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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PO_4785560588591084440838266 | 4785560588591084440838266939160837257161887355563371956888458930622178289116008725977269973041635941024185126849269702421396378426021238853944624710943822 | 2025-04-16T16:33:06 | DS_mk2e641eop9w_0 | 1 | Quantum ESPRESSO | DFT-PBE | null | [] | [] | null | null | null | null | -4.225602 | null | null | null | null | CO_7374039267965830710521620 | 7374039267965830710521620254256696472059210124843802750320005882232012211602902191091259820881827021104680466725799477809062263742698957963280363472671865 | 3256203988852949522722923658425914620095813119614411783145834071180059866147175570000566682261884656177092294435551456281549038231721822563853571233833374 | [
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[
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4.516892462819087,
0
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[
0,
0,
21.387850580699563
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[
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[
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[
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2.2584462314095437,
7.500000000000001
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[
2.6078290793091923,
1.5056308209396958,
... | [
true,
true,
true
] | HNb4Ni12O | HNb4Ni12O | A12B4CD | [
"H",
"Nb",
"Ni",
"O"
] | [
0.05555555555555555,
0.2222222222222222,
0.6666666666666666,
0.05555555555555555
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28,
28,
41,
28,
28,
28,
41,
28,
28,
28,
41,
28,
28,
28,
41,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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PO_1068348454469054693451569 | 106834845446905469345156946198113009438228300903976802519930011221775488384884438835502499524246123890324704520148362426943292492091842402407395676738221 | 2025-04-16T15:44:44 | DS_mk2e641eop9w_0 | 1 | Quantum ESPRESSO | DFT-PBE | null | [] | [] | null | null | null | null | -3.53111 | null | null | null | null | CO_6818910360635805235189299 | 6818910360635805235189299722756453555412009718623513164814216409252696666530912660095477425468936761515518023139017960771028661499960612074186457540723001 | 11134016249413618024065695915937655216328207058860311522849285817782607660496572526296945442048785030190642223384323355896267172771851108300399500543524325 | [
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0
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[
0,
0,
21.650681773179983
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] | [
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[
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[
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[
4.072694196479851,
2.3513710906646685,
7.500000000000001
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[
1.3575647321599504,
0.7837903635548895,
... | [
true,
true,
true
] | HHf4OOs12 | HHf4OOs12 | A12B4CD | [
"H",
"Hf",
"O",
"Os"
] | [
0.05555555555555555,
0.2222222222222222,
0.05555555555555555,
0.6666666666666666
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76,
76,
76,
76,
76,
76,
76,
72,
72,
72,
72,
76,
76,
76,
76,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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PO_4518173786464543217242131 | 4518173786464543217242131270614735720844091169760388420290022722558627361677460123481597279137070791279451318046059553173793751861063417068358431827391826 | 2025-04-16T18:45:06 | DS_mk2e641eop9w_0 | 1 | Quantum ESPRESSO | DFT-PBE | null | [] | [] | null | null | null | null | -2.266859 | null | null | null | null | CO_6536064025184389148610930 | 653606402518438914861093003489387100999701069483719405400285180660766041829594869935867931796662987989405493603449811891284027020157693471783789617488565 | 3775000725244221640219381270370527287922617894805389287137651706232992489389911569252349334554421151260203006138326444869480356045686510947265675787866369 | [
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2.580168063843919,
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[
0,
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21.320095207042414
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[
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[
3.8702520957658786,
2.234491089322143,
7.500000000000001
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[
1.2900840319219595,
0.7448303631073809,
... | [
true,
true,
true
] | HCu12Ni4O | Cu12HNi4O | A12B4CD | [
"Cu",
"H",
"Ni",
"O"
] | [
0.6666666666666666,
0.05555555555555555,
0.2222222222222222,
0.05555555555555555
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29,
29,
29,
29,
29,
29,
29,
29,
28,
28,
28,
28,
29,
29,
29,
29,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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PO_4797282836913900842320648 | 4797282836913900842320648266003671307902572236944647417248509059242540879901963572020993525740078650186487755463022808254406303168941493770144715027943719 | 2025-04-16T18:13:31 | DS_mk2e641eop9w_0 | 1 | Quantum ESPRESSO | DFT-PBE | null | [] | [] | null | null | null | null | -3.002105 | null | null | null | null | CO_5081860402615376645587692 | 5081860402615376645587692298476557837310162574012117370439324790720894739724586004190115326644899148795787584176004433923103660843994790837667665233176509 | 7640491941624299663507910545066981628888612956428582454663216243098423509465177838280588693773762792989618970351856014450866156475576863732446485661336168 | [
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[
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0
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[
0,
0,
21.78491394802382
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[
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[
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[
2.7699295202251446,
1.599219554138278,
9.761637982674607
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[
2.220446049250313e-16,
... | [
true,
true,
true
] | HAg3ORe13 | Ag3HORe13 | A13B3CD | [
"Ag",
"H",
"O",
"Re"
] | [
0.16666666666666666,
0.05555555555555555,
0.05555555555555555,
0.7222222222222222
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75,
75,
75,
47,
75,
75,
75,
47,
75,
75,
75,
47,
75,
75,
75,
75,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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] | null | data/MD/9706/MD_4984148203575716799799706.json | data/MD/2331/MD_1094676855322023470572331.json | null | {"id": "MD_1094676855322023470572331", "hash": "10946768553220234705723317283735260518330901251261936854925295290033077999670963369348631648030004514417641522549740676280781725199470810626049831448315045"} | {"input": {"cutoff": {"value": 500, "units": "eV"}, "kpoints": "6 x 6 x 1", "kpoints-scheme": "Monkhorst-Pack"}, "hash": "4984148203575716799799706827844664500317481102476254525171493376408955871805617221306825844694957117619742583902791250217499552788514727972407597425034603", "id": "MD_4984148203575716799799706"} |
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[
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4.884884860140094,
0
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[
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0,
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] | [
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[
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[
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7.500000000000002
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[
1.4101447944811052,
0.8141474766900156,
9... | [
true,
true,
true
] | HCu3OPt13 | Cu3HOPt13 | A13B3CD | [
"Cu",
"H",
"O",
"Pt"
] | [
0.16666666666666666,
0.05555555555555555,
0.05555555555555555,
0.7222222222222222
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78,
78,
78,
78,
78,
78,
78,
78,
78,
78,
78,
78,
29,
29,
29,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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PO_1027020131217453220308601 | 10270201312174532203086014525040476779936354367104108448140204476848503658350209846631057341972865116432563794828432357352723071323387010916093577308298522 | 2025-04-17T18:48:22 | DS_mk2e641eop9w_0 | 1 | Quantum ESPRESSO | DFT-PBE | null | [] | [] | null | null | null | null | -2.410535 | null | null | null | null | CO_1593862490561641198426270 | 1593862490561641198426270330973465567594068377644634508713616937548200084691406912955538905580354670036879562975449752278948128610583897842061796206802622 | 3567897782027107481674909079272172470949377169385716085852061403086226643661775993523071769813959860053941384916254745427029098221088253721432930639348001 | [
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0
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[
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0,
21.70555721530019
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] | [
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[
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[
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[
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2.370772489286572,
7.500000000000001
],
[
2.737532269753923,
1.5805149928577147,
... | [
true,
true,
true
] | HIr12ORu4 | HIr12ORu4 | A12B4CD | [
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"Ir",
"O",
"Ru"
] | [
0.05555555555555555,
0.6666666666666666,
0.05555555555555555,
0.2222222222222222
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44,
77,
77,
77,
44,
77,
77,
77,
44,
77,
77,
77,
44,
8,
1
] | 18 | 4 | 0 | [
0,
0,
0
] | [
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] | null | data/MD/9706/MD_4984148203575716799799706.json | data/MD/5966/MD_1170704150776864199625966.json | null | {"id": "MD_1170704150776864199625966", "hash": "11707041507768641996259664690473810343712372468759486523068388886758823001250546986731088745714852150751266851463756039739708153708457936212398456525427833"} | {"input": {"cutoff": {"value": 500, "units": "eV"}, "kpoints": "6 x 6 x 1", "kpoints-scheme": "Monkhorst-Pack"}, "hash": "4984148203575716799799706827844664500317481102476254525171493376408955871805617221306825844694957117619742583902791250217499552788514727972407597425034603", "id": "MD_4984148203575716799799706"} |
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0
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[
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22.004029969858482
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0.825... | [
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true
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45,
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46,
79,
79,
79,
46,
79,
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Cite this dataset
Wang, S., Pillai, H. S., Wang, S., Achenie, L. E. K., and Xin, H. JARVIS TinNet OH. ColabFit, 2023. https://doi.org/10.60732/401689c1
Cite this dataset
Wang, S., Pillai, H. S., Wang, S., Achenie, L. E. K., and Xin, H. JARVIS TinNet OH. ColabFit, 2023. https://doi.org/10.60732/401689c1This 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_mk2e641eop9w_0
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Dataset Name
JARVIS TinNet OH
Description
The JARVIS_TinNet dataset is part of the joint automated repository for various integrated simulations (JARVIS) database. This dataset contains configurations from the TinNet-OH dataset: a collection assembled to train a machine learning model for the purposes of assisting catalyst design by predicting chemical reactivity of transition-metal surfaces. The adsorption systems contained in this dataset consist of {111}-terminated metal surfaces. JARVIS is a set of tools and collected datasets built to meet current materials design challenges.
Dataset authors
Shih-Han Wang, Hemanth Somarajan Pillai, Siwen Wang, Luke E. K. Achenie, Hongliang Xin
Publication
https://doi.org/10.1038/s41467-021-25639-8
Original data link
https://figshare.com/ndownloader/files/40934285
License
CC-BY-4.0
Number of unique molecular configurations
748
Number of atoms
13464
Elements included
Ag, Al, Au, Bi, Cd, Co, Cr, Cu, Fe, Ga, H, Hf, In, Ir, La, Mn, Mo, Nb, Ni, O, Os, Pb, Pd, Pt, Re, Rh, Ru, Sc, Sn, Ta, Ti, Tl, V, W, Y, Zn, Zr
Properties included
adsorption energy
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. Ifcs/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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