3BPA -- ColabFit
Collection
3BPA datasets in ColabFit format • 9 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_1002463629171772466848366 | 10024636291717724668483667054565487935522813272943278701257303498313370365930611652624973328661845397527890814186740678486849802616982419795120721094907538 | 2025-04-17T18:16:17 | DS_epqxcavda3kt_0 | 1 | ORCA | DFT-ωB97X | -17,659.187573 | [
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[
2.45668632,
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1.62464452
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[
1.50533012,
0.96316... | [] | null | null | null | null | null | null | 5.610695 | 2.235276 | null | CO_1265407063099622797581909 | 12654070630996227975819099365463926427546456236135842971556206792317379038836743083431769352398674121416197084478271185490420229628516850051020069456374134 | 12008097158289733163984293787416098418015941131852321526907473273222863248243622739932962713002199683284386259596574613420338524137083303761152980946109276 | [
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[
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2.031508... | [
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"test_600K_1080"
] | null | data/MD/5202/MD_1086845055867124744315202.json | data/MD/5476/MD_1166172040629373873315476.json | null | {"dihedrals": [130.5, 295.8, 272.98], "hash": "11661720406293738733154769007596152097890976257483730316707785103449030624506928911946145094112846010314058969139861182739308673376342590931298125581851360", "id": "MD_1166172040629373873315476"} | {"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"} |
PO_1002599972258444308402889 | 10025999722584443084028890891241082543690387003797072996170519653817451134291610110058019646997559654853528509060941241750325735721952361007444203469710498 | 2025-04-16T19:00:55 | DS_epqxcavda3kt_0 | 1 | ORCA | DFT-ωB97X | -17,659.679937 | [
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[
-1.4468001,
-1.3582127... | [] | null | null | null | null | null | null | 4.262136 | 1.714201 | null | CO_4828144696708357232600652 | 482814469670835723260065298703600730462612164900133414427326557570931630289132321631395309684839304925281698868460249193760962185038732738362173409376031 | 4250769081328752497657182243430459367038907606301960307323335069177094027932424592975606468096459470916545326280593411565327091335027363751377477218051274 | [
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[
-0.7919765,
-0.59757068... | [
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true
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"test_600K_1370"
] | null | data/MD/5202/MD_1086845055867124744315202.json | data/MD/4187/MD_3430906387557740338034187.json | null | {"dihedrals": [192.96, 83.42, 38.93], "hash": "343090638755774033803418779387118583816470330090415602078909231950169612337287253178835073564803553135004046164333058619807250722095521663646413843654632", "id": "MD_3430906387557740338034187"} | {"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"} |
PO_1000020758743810947796386 | 10000207587438109477963868842126528280694009777783292436567758545562307779622192534634658724521415535736487214973214073536837621914484209070759093813038939 | 2025-04-16T16:06:34 | DS_epqxcavda3kt_0 | 1 | ORCA | DFT-ωB97X | -17,659.393887 | [
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[
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0.1201... | [] | null | null | null | null | null | null | 3.8835 | 1.827187 | null | CO_1298556186313143449079496 | 12985561863131434490794969336783147748063799045311219015438138315112457666132509404947836300260528929787118583359991453538410447562058829007477379319674858 | 4188375511711788411273779215926294945510813066309202282223171386510545174438524513146132535136988318820506597141839600487692301026487531558240131916203724 | [
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[
-1.03919742,
-0.99679483,... | [
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true
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"test_600K_1397"
] | null | data/MD/5202/MD_1086845055867124744315202.json | data/MD/9950/MD_2522090555312312799189950.json | null | {"dihedrals": [255.25, 120.8, 53.9], "hash": "2522090555312312799189950790775569444861049773462746381184194690696743338450263067085358434321170154633789536879364683167803543483565815148150114080052154", "id": "MD_2522090555312312799189950"} | {"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"} |
PO_1000079246327913184142781 | 10000792463279131841427813171623872636984273329466931380173052717477327958011842658105069474879639112082602818210753864033844341817926606013294277890397983 | 2025-04-16T16:28:54 | DS_epqxcavda3kt_0 | 1 | ORCA | DFT-ωB97X | -17,659.463799 | [
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-0.163985... | [] | null | null | null | null | null | null | 3.815443 | 1.77981 | null | CO_1051816826171657422992057 | 10518168261716574229920574910205271474660471648377897685866351336456238890831287451930564398983462022753405094127816850238151400847729657377485162928465973 | 9147359302790985949133931538847567080425544173925944382033587117997458218212346162995085406477799050295385298975341237117374759688247667412355385969693480 | [
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1.97125... | [
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"test_600K_93"
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PO_1000028636521198501531090 | 10000286365211985015310909561880810870086316935490124926951956506678597254995910605831907723910646649259731313248435701532037246591062087598318811216049778 | 2025-04-16T22:03:29 | DS_epqxcavda3kt_0 | 1 | ORCA | DFT-ωB97X | -17,659.184545 | [
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-0.... | [] | null | null | null | null | null | null | 5.71912 | 2.086418 | null | CO_1134193544093798593864786 | 11341935440937985938647864750106709672374359197897127904151435725879768621216204703909082496364384701559350914457168568061765280808556074434996877588206015 | 2016305989251890676128113246761872388041768542267128440732331224483309247227619766400693842574926432089985688494977117655773105769176239669304325450132562 | [
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-1.694345... | [
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true
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"test_600K_595"
] | null | data/MD/5202/MD_1086845055867124744315202.json | data/MD/8198/MD_1336754479890957978028198.json | null | {"dihedrals": [246.49, 78.68, 246.15], "hash": "13367544798909579780281988728244418234380524334456041072819441341341349023786094513802706593377319332007824357344724892039439424675180807408230057178326088", "id": "MD_1336754479890957978028198"} | {"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"} |
PO_1000023665946730050604771 | 10000236659467300506047711770976877793646462773637231534649075222901338608838322110277078557467528837417314922979249379070175920499909482677444693118913658 | 2025-04-16T19:05:33 | DS_epqxcavda3kt_0 | 1 | ORCA | DFT-ωB97X | -17,659.599612 | [
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-1.848289... | [] | null | null | null | null | null | null | 3.394073 | 1.814068 | null | CO_1323431713972364838107209 | 13234317139723648381072096540970516001881782726110715246015778248567735370875150778764670272326127710763178159792343085464404358700657513567180920694725923 | 10815081511614635481079706789066801807487190030481671678196752180373154077127824381947909010559328133239344986013783077234408212598343991186980256267545689 | [
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"test_600K_1499"
] | null | data/MD/5202/MD_1086845055867124744315202.json | data/MD/4861/MD_1339063120094406862704861.json | null | {"dihedrals": [260.43, 106.99, 74.78], "hash": "13390631200944068627048611482596814760900492183101234569826826229266470919815674498644674750676611660349511352960824800543231086172734095379194974725353862", "id": "MD_1339063120094406862704861"} | {"hash": "10868450558671247443152026947160338505683745266658651051718065983487878962987857602829315249215796444208488632888003673539585986066311769564391053988452926", "id": "MD_1086845055867124744315202"} |
PO_1000184698462740360853274 | 10001846984627403608532743878418206068893353818799382664190390012674508772901434136780855762915618919222431911507307218334906440615789768845336222805976848 | 2025-04-16T21:29:37 | DS_epqxcavda3kt_0 | 1 | ORCA | DFT-ωB97X | -17,659.416999 | [
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[
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[
2.21911197,
2.10631322,... | [] | null | null | null | null | null | null | 4.756061 | 1.747385 | null | CO_1189470042450995032343246 | 11894700424509950323432463763208473588494235204910480715621106266443317112699074630915378587711346520589549439463143082573092171812656834857172088830657316 | 10001766109562451792690751536439277620897340114367637560206936801208451251438607603995275106169256768230210950203711503589350588014121578437823723033672514 | [
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https://materials.colabfit.org/id/DS_epqxcavda3kt_0
https://materials.colabfit.org
3BPA test 600K
Test configurations with MD simulations performed at 600K from 3BPA, used to showcase the performance of linear atomic cluster expansion (ACE) force fields in a machine learning model to predict the potential energy surfaces of organic molecules.
Dávid Péter Kovács, Cas van der Oord, Jiri Kucera, Alice E. A. Allen, Daniel J. Cole, Christoph Ortner, Gábor Csányi
https://doi.org/10.1021/acs.jctc.1c00647
https://doi.org/10.1021/acs.jctc.1c00647
CC-BY-4.0
2138
57726
C, H, N, O
energy, atomic forces
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).