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string
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int32
software
string
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float64
atomic_forces
list
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list
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bool
electronic_band_gap
float64
electronic_band_gap_type
string
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float64
adsorption_energy
float64
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float64
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float64
mean_force_norm
float64
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float64
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string
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string
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string
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string
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string
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PO_1000841075749966188862611
10008410757499661888626112467951930870472051046723898844741707262298508344640164378681319968337011327210883931332783855494889049757858099755914732167065243
2025-04-16T21:52:07
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,797.46875
[ [ 1.2463351488113403, 1.4293527603149414, 0.5941081643104553 ], [ 1.4137325286865234, 0.6627855896949768, -0.18132196366786957 ], [ 0.8001984357833862, 0.37717050313949585, -0.22237810492515564 ], [ -0.9846214056015015, -0.3590955138206482, 1.2946308851242...
[]
null
null
null
null
null
null
3.793164
1.29753
null
CO_1091514152274628789182451
10915141522746287891824519154469574951255487675809963685657222040281223851779303650562947153977202741489327344752548523846520553483854550579738128919127700
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[ [ 24.88420295715332, 0, 0 ], [ 0, 12.400052070617676, 0 ], [ -2.8326210975646973, 0, 11.504648208618164 ] ]
[ [ 7.708939552307129, 0.04697567969560623, 2.082528591156006 ], [ 9.302209854125977, 1.6491155624389648, 4.207240104675293 ], [ 6.062322616577148, 1.7011159658432007, 4.9172539710998535 ], [ 11.029838562011719, 12.399269104003906, 1.377602458000183 ], [...
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[ 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, ...
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_with0K_set.001_495", "NNP-Ga2O3_raw_without0K_set.008_328" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
{"basis-set": "TZVP", "hash": "12528298541651528800504442185083898967446863649917832345564130077248256529034121161958670956214315809643543905755095357680226054900282376702707524200575145", "id": "MD_1252829854165152880050444"}
PO_1000940012306221003666809
10009400123062210036668098899138616485186377471336356049310778770929043019276182277732222612610475882198267131205591603180162971794096059269598018803258997
2025-04-16T19:06:05
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,806.3125
[ [ -0.7906169891357422, -0.3694324195384979, -1.1660370826721191 ], [ 0.4265258014202118, 0.20298168063163757, 0.2527052164077759 ], [ 0.4798600971698761, 0.02676490880548954, 0.2353847324848175 ], [ 0.6723196506500244, -1.2516511678695679, 0.43388092517852...
[]
null
null
null
null
null
null
2.697576
1.007611
null
CO_5568105904085729696496360
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[ [ 24.829612731933594, 0, 0 ], [ 0, 12.372849464416504, 0 ], [ -2.826406717300415, 0, 11.479409217834473 ] ]
[ [ 8.265804290771484, 0.11239564418792725, 1.9140520095825195 ], [ 9.915253639221191, 1.6779096126556396, 3.9957773685455322 ], [ 6.609785079956055, 1.6449260711669922, 4.547816753387451 ], [ 11.395898818969727, 0.18783526122570038, 1.0850365161895752 ], ...
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[ 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, ...
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_with0K_set.006_374", "NNP-Ga2O3_raw_without0K_set.000_64" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
{"basis-set": "TZVP", "hash": "12528298541651528800504442185083898967446863649917832345564130077248256529034121161958670956214315809643543905755095357680226054900282376702707524200575145", "id": "MD_1252829854165152880050444"}
PO_1001177393111805212108299
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2025-04-17T18:37:27
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,802.1875
[ [ 0.442936509847641, 0.9145092964172363, -0.6091654300689697 ], [ -0.5527465343475342, -0.22372516989707947, -1.435221791267395 ], [ -1.0105266571044922, 0.6210489273071289, -1.0128896236419678 ], [ -0.2910763919353485, 1.1627938747406006, -0.3192726075649...
[]
null
null
null
null
null
null
2.996511
1.165805
null
CO_7571001407410600927816417
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[ [ 24.84698486328125, 0, 0 ], [ 0, 12.381505966186523, 0 ], [ -2.8283843994140625, 0, 11.487441062927246 ] ]
[ [ 7.709868431091309, 12.324652671813965, 1.9603060483932495 ], [ 9.471851348876953, 1.6550037860870361, 4.15181303024292 ], [ 6.301906585693359, 1.6736708879470825, 4.6611714363098145 ], [ 11.013833999633789, 12.333311080932617, 1.2600009441375732 ], [...
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[ 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, ...
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_without0K_set.000_640", "NNP-Ga2O3_raw_with0K_set.003_246" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
{"basis-set": "TZVP", "hash": "12528298541651528800504442185083898967446863649917832345564130077248256529034121161958670956214315809643543905755095357680226054900282376702707524200575145", "id": "MD_1252829854165152880050444"}
PO_1001328551764808896677934
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2025-04-16T16:56:51
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,800.25
[ [ -1.30743408203125, -0.16012822091579437, -1.7228455543518066 ], [ -0.7828422784805298, -0.7322404980659485, -0.34723421931266785 ], [ -0.22170038521289825, -1.4404507875442505, 0.04972988739609718 ], [ -0.8114538192749023, 1.3632116317749023, 1.368484735...
[]
null
null
null
null
null
null
3.479821
1.225259
null
CO_2964411090175413690083831
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[ [ 24.833572387695312, 0, 0 ], [ 0, 12.374821662902832, 0 ], [ -2.826857566833496, 0, 11.481239318847656 ] ]
[ [ 7.825232028961182, 0.05252229422330856, 2.0039610862731934 ], [ 9.527563095092773, 1.5962072610855103, 4.013911724090576 ], [ 6.210310459136963, 1.7497220039367676, 4.596166610717773 ], [ 11.03791332244873, 0.12682539224624634, 1.231803059577942 ], [...
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[ 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, 31, ...
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_without0K_set.009_689", "NNP-Ga2O3_raw_with0K_set.002_522" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
{"basis-set": "TZVP", "hash": "12528298541651528800504442185083898967446863649917832345564130077248256529034121161958670956214315809643543905755095357680226054900282376702707524200575145", "id": "MD_1252829854165152880050444"}
PO_1001497655099844351340465
"100149765509984435134046533959280844001941323731223960748705439333309062530889707938040009015878200(...TRUNCATED)
2025-04-16T17:44:01
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,814.5
[[0.08551083505153656,-0.40444278717041016,0.24787908792495728],[-0.008379416540265083,-0.3211176395(...TRUNCATED)
[]
null
null
null
null
null
null
1.696335
0.59046
null
CO_7465507355140224556200225
"746550735514022455620022539620242574656057188017940981304750609509151757115864642036523118432730900(...TRUNCATED)
"735530615975615817291332686324171501467753025799496801718838952409044814507818049988929405718948373(...TRUNCATED)
[[24.753145217895508,0.0,0.0],[0.0,12.334745407104492,0.0],[-2.817702531814575,0.0,11.44405651092529(...TRUNCATED)
[[7.757124423980713,0.10009653121232986,1.7640647888183594],[9.54109001159668,1.6197054386138916,3.8(...TRUNCATED)
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,(...TRUNCATED)
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_with0K_set.002_571", "NNP-Ga2O3_raw_without0K_set.006_632" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
"{\"basis-set\": \"TZVP\", \"hash\": \"1252829854165152880050444218508389896744686364991783234556413(...TRUNCATED)
PO_1001639049199163377332490
"100163904919916337733249008838956739978877689869790726640857080329541515983076054323283895565632214(...TRUNCATED)
2025-04-16T20:51:24
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,796.40625
[[-0.14447371661663055,0.9116674661636353,0.725785493850708],[0.5022640228271484,0.08053301274776459(...TRUNCATED)
[]
null
null
null
null
null
null
3.728659
1.379741
null
CO_1098404233604722622685855
"109840423360472262268585576666202023721852582847823859168559043584735548102074731311284243673515681(...TRUNCATED)
"663546103068008725995017172048645150119114070998764040045232316842907394215640937384940489531012623(...TRUNCATED)
[[24.878765106201172,0.0,0.0],[0.0,12.39734172821045,0.0],[-2.8320019245147705,0.0,11.5021333694458](...TRUNCATED)
[[7.738864421844482,0.1558780074119568,1.916293978691101],[9.4470853805542,1.6527585983276367,4.2070(...TRUNCATED)
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,(...TRUNCATED)
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_with0K_set.000_889", "NNP-Ga2O3_raw_without0K_set.000_629" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
"{\"basis-set\": \"TZVP\", \"hash\": \"1252829854165152880050444218508389896744686364991783234556413(...TRUNCATED)
PO_1000007311262259617606330
"100000731126225961760633033169672347221645383579564576217877562573419285560897180451433816432427247(...TRUNCATED)
2025-04-16T15:23:12
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,816.75
[[-0.22181490063667297,0.10224706679582596,-0.0734754428267479],[-0.05485278740525246,0.092821918427(...TRUNCATED)
[]
null
null
null
null
null
null
1.245368
0.394565
null
CO_2507498848924195901695685
"250749884892419590169568540908881304344041889284652213414905370623771297374890190885050310546381670(...TRUNCATED)
"852095286563979721029639448732034996103675272459569406577051072865085837562962091065461755143593238(...TRUNCATED)
[[24.75234603881836,0.0,0.0],[0.0,12.334345817565918,0.0],[-2.8176112174987793,0.0,11.44368648529052(...TRUNCATED)
[[7.722049713134766,0.00023752570268698037,1.818871259689331],[9.442435264587402,1.5277395248413086,(...TRUNCATED)
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,(...TRUNCATED)
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_with0K_set.000_807", "NNP-Ga2O3_raw_without0K_set.009_306" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
"{\"basis-set\": \"TZVP\", \"hash\": \"1252829854165152880050444218508389896744686364991783234556413(...TRUNCATED)
PO_1000231097668291498535365
"100023109766829149853536596649163401501332321159837814210335333677689433149606488923567954819882063(...TRUNCATED)
2025-04-16T17:13:46
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,790.78125
[[0.4959840476512909,-0.5446094274520874,-0.3332301676273346],[-0.36422857642173767,0.16577787697315(...TRUNCATED)
[]
null
null
null
null
null
null
4.107507
1.410885
null
CO_4156985520824579618253338
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"132213213706773352675147747831971146691438817736836661441512382957306476296689158894379527479086677(...TRUNCATED)
[[24.955839157104492,0.0,0.0],[0.0,12.435749053955078,0.0],[-2.840775489807129,0.0,11.53776645660400(...TRUNCATED)
[[7.644094944000244,0.18227837979793549,1.8917953968048096],[9.593053817749023,1.413040041923523,3.9(...TRUNCATED)
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,(...TRUNCATED)
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_without0K_set.001_300", "NNP-Ga2O3_raw_with0K_set.006_761" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
"{\"basis-set\": \"TZVP\", \"hash\": \"1252829854165152880050444218508389896744686364991783234556413(...TRUNCATED)
PO_1000189997623614889990229
"100018999762361488999022989355983343411134997882206508509350360077219965283977285507177121053057827(...TRUNCATED)
2025-04-16T16:46:17
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,818.5
[[0.05322330445051193,-0.06502597033977509,-0.0034554912708699703],[-0.08041524142026901,-0.11025074(...TRUNCATED)
[]
null
null
null
null
null
null
1.612176
0.115212
null
CO_3117242754558442521852001
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[[24.753721237182617,0.0,0.0],[0.0,12.335031509399414,0.0],[-2.817767858505249,0.0,11.44432163238525(...TRUNCATED)
[[7.70225715637207,0.0,1.8000110387802124],[9.454150199890137,1.5418790578842163,3.922149896621704],(...TRUNCATED)
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,(...TRUNCATED)
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_with0K_set.009_285" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
"{\"basis-set\": \"TZVP\", \"hash\": \"1252829854165152880050444218508389896744686364991783234556413(...TRUNCATED)
PO_1000785103337626082967972
"100078510333762608296797250909878992163358718830302932876035227431448359105894387715558507858255277(...TRUNCATED)
2025-04-16T21:13:40
DS_3qumwe2j8lib_0
1
CP2K
DFT-QUICKSTEP
-343,801.5
[[0.7242146730422974,1.1300262212753296,-0.5097844004631042],[0.13631907105445862,-1.166861772537231(...TRUNCATED)
[]
null
null
null
null
null
null
3.051988
1.173522
null
CO_8863248651578983759158844
"886324865157898375915884438963417021093651520837000351234505351899656505448559070548166524516756749(...TRUNCATED)
"999466861810523608639784283246801015067575670593244555431297185514270795408996794465889946045476677(...TRUNCATED)
[[24.868120193481445,0.0,0.0],[0.0,12.392037391662598,0.0],[-2.8307900428771973,0.0,11.4972124099731(...TRUNCATED)
[[7.799367427825928,0.154555544257164,2.0974271297454834],[9.583105087280273,1.8672250509262085,4.09(...TRUNCATED)
[ true, true, true ]
Ga128O192
Ga2O3
A3B2
[ "Ga", "O" ]
[ 0.4, 0.6 ]
[31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,31,(...TRUNCATED)
320
2
0
[ 0, 0, 0 ]
[ "NNP-Ga2O3_raw_with0K_set.003_766", "NNP-Ga2O3_raw_without0K_set.005_323" ]
null
data/MD/0444/MD_1252829854165152880050444.json
null
null
null
"{\"basis-set\": \"TZVP\", \"hash\": \"1252829854165152880050444218508389896744686364991783234556413(...TRUNCATED)
End of preview. Expand in Data Studio

Cite this dataset Li, R., Liu, Z., Rohskopf, A., Gordiz, K., Henry, A., Lee, E., and Luo, T. NNP-Ga2O3. ColabFit, 2023. https://doi.org/10.60732/6fd38e1f

This dataset has been curated and formatted for the ColabFit Exchange

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Dataset Name

NNP-Ga2O3

Description

9,200 configurations of beta-Ga2O3, including two configuration sets. One contains DFT data for 8400 configurations simulated between temperatures of 50K - 600K. The second contains configurations with 0K simulation temperature.

Dataset authors

Ruiyang Li, Zeyu Liu, Andrew Rohskopf, Kiarash Gordiz, Asegun Henry, Eungkyu Lee, Tengfei Luo

Publication

https://doi.org/10.1063/5.0025051

Original data link

https://github.com/RuiyangLi6/NNP_Ga2O3

License

CC0-1.0

Number of unique molecular configurations

9200

Number of atoms

2944000

Elements included

Ga, O

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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