Dataset Viewer (First 5GB)
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float64
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bool
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float64
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string
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float64
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float64
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float64
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float64
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string
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PO_1002470055951382918677505
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2025-04-16T19:05:49
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-456.799393
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[]
null
null
null
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null
0.52317
0.195193
null
CO_2471668559704037034395421
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[ [ 9.174115, 0, -0.131925 ], [ -3.145235, 9.940497, -0.762028 ], [ 0, 0, 37.488467 ] ]
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[ true, true, true ]
H2O53Sb17V4
H2O53Sb17V4
A53B17C4D2
[ "H", "O", "Sb", "V" ]
[ 0.02631578947368421, 0.6973684210526315, 0.2236842105263158, 0.05263157894736842 ]
[ 23, 23, 23, 23, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 1, 1, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, ...
76
4
3
[ 1, 1, 1 ]
[ "is2re_train_86", "s2ef_train_86" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/7199/MD_5013537706442634665937199.json
null
{"lmdb-system-id": 3868, "num-adsorbates": 1, "traj-id": "V-SbO3-4_mp-770857_coVXVunsKq_Ki9uLjLEe0", "hash": "5013537706442634665937199913259061881726717221569587773596871274172819160405911118202261936031312934554632028225459173990920136257520370927572134088015121", "id": "MD_5013537706442634665937199"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002407403931045304786093
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2025-04-16T19:49:43
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-516.714652
[ [ -0.12566794, -0.08886852, -0.17833457 ], [ -0.20110503, 0.17923563, -0.06921064 ], [ 0.09378269, -0.21247987, -0.07144102 ], [ -0.23118789, -0.22988152, 0.01678975 ], [ 0.39160991, -0.46574335, -0.44733124 ], [ 0.21152533, 0.5...
[]
null
null
null
null
null
null
1.247878
0.258269
null
CO_9858772664903203585436678
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[ [ 8.150588, 0, 2.155996 ], [ 2.545833, 10.797166, -3.901776 ], [ 0, 0, 37.685724 ] ]
[ [ 10.2230048953814, 9.7893390906612, 12.626845682821841 ], [ 7.430683378155161, 9.71000928885272, 12.087553302923002 ], [ 2.69508576677843, 5.45128601870754, 13.55012339985988 ], [ 7.95956288285822, 5.26978598216252, 15.13893434997796 ], [ 3.285744...
[ true, true, true ]
Co20Ni18O62
Co10Ni9O31
A31B10C9
[ "Co", "Ni", "O" ]
[ 0.2, 0.18, 0.62 ]
[ 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, ...
100
3
3
[ 1, 1, 1 ]
[ "s2ef_train_28" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/4052/MD_1127505267341112194224052.json
null
{"lmdb-system-id": 40061, "num-adsorbates": 2, "traj-id": "CoNiO3_mp-1279343_uGiVrQNJCZ_NJ5MxsmskH", "hash": "11275052673411121942240526838701145598366962522190032523752559714148214098749535048649357070155984277158034582319009964358740000802520359502262405731755454", "id": "MD_1127505267341112194224052"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002466248767990466508844
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2025-04-16T20:04:36
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-192.069389
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[]
null
null
null
null
null
null
0.486097
0.206927
null
CO_8672519631063946047157153
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[ [ 8.764614, 0, -0.277329 ], [ 0.526426, 8.213305, 0.510032 ], [ 0, 0, 43.845002 ] ]
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[ true, true, true ]
HLi4O26Se8
HLi4O26Se8
A26B8C4D
[ "H", "Li", "O", "Se" ]
[ 0.02564102564102564, 0.10256410256410256, 0.6666666666666666, 0.20512820512820512 ]
[ 3, 3, 3, 3, 1, 34, 34, 34, 34, 34, 34, 34, 34, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8 ]
39
4
3
[ 1, 1, 1 ]
[ "is2re_train_235", "s2ef_train_235" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/9465/MD_4858804559392162877329465.json
null
{"lmdb-system-id": 5551, "num-adsorbates": 1, "traj-id": "Li-SeO3-2_mp-1188173_HM3jJwn9E3_3CmJvv9O1w", "hash": "4858804559392162877329465942341405725182814021367251530921860087817081160061128439098891890795037633985362401477349498480096007395467471676310531750306574", "id": "MD_4858804559392162877329465"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002487184704704845410733
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2025-04-16T20:03:00
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-519.082791
[ [ -0.000126, -0.0139176, -0.00175678 ], [ -0.01341232, -0.00075533, -0.0011733 ], [ 0.01145396, -0.00410774, 0.00509366 ], [ -0.00265172, 0.03044894, -0.00257283 ], [ 0.00543375, -0.00740504, 0.00331313 ], [ -0.00861316, -0.0007...
[]
null
null
null
null
null
null
0.200351
0.023444
null
CO_9557596676951761047532512
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[ true, true, true ]
H2Mg34O48Zn12
HMg17O24Zn6
A24B17C6D
[ "H", "Mg", "O", "Zn" ]
[ 0.020833333333333332, 0.3541666666666667, 0.5, 0.125 ]
[ 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 1, 1, 8, 8, 8, 8, 8, 8, ...
96
4
3
[ 1, 1, 1 ]
[ "is2re_train_85", "s2ef_train_85" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/2450/MD_1326536120325722341092450.json
null
{"lmdb-system-id": 40757, "num-adsorbates": 2, "traj-id": "Mg3ZnO4_mp-1222124_Wbr3LaKniP_Q8SiEITa10", "hash": "13265361203257223410924506517840718888344299740606053312901365155863110080479999950179198139095983327981876056908681152580126802101605596143807102183921348", "id": "MD_1326536120325722341092450"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002461941180630456990869
10024619411806304569908696388343845251738851892052115496330348130102957839553708788856646182955249138065879861429487725426490219488233999648659800310874189
2025-04-16T21:09:01
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-284.154843
[ [ -0.08877835, 0.07747247, -0.010636 ], [ 0.23752152, -0.02525112, 0.4642538 ], [ 0.14327879, -0.02305007, -0.01681896 ], [ -0.11146195, 0.03378134, -0.00670393 ], [ 0.06427284, -0.06562857, 0.04434617 ], [ -0.24542194, 0.014092...
[]
null
null
null
null
null
null
0.888835
0.44116
null
CO_1020545937440248652217598
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[ [ 10.365982, 0, -0.011101 ], [ -0.882705, 10.500765, -1.527001 ], [ 0, 0, 35.886641 ] ]
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[ true, true, true ]
Co6O30Rh12
CoO5Rh2
A5B2C
[ "Co", "O", "Rh" ]
[ 0.125, 0.625, 0.25 ]
[ 27, 27, 27, 27, 27, 27, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8 ]
48
3
3
[ 1, 1, 1 ]
[ "is2re_train_2", "s2ef_train_2" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/8273/MD_4069834426298006771388273.json
null
{"lmdb-system-id": 6276, "num-adsorbates": 0, "traj-id": "Co-RhO3-2_mp-1226570_clean_PNUImBPpmi", "hash": "4069834426298006771388273896448617687921758897934805647920820610090120900381031451711742915689430496388815397764371749321522185138783518807492665738999208", "id": "MD_4069834426298006771388273"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002420451991516621435942
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2025-04-16T20:03:41
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-604.165804
[ [ -0.1752574, 0.14342984, -0.19838487 ], [ -0.12414982, 0.17197931, -0.18615517 ], [ -0.03145372, 0.03901328, -0.54843966 ], [ 0.08912144, -0.09731635, -0.44068326 ], [ -0.08556217, 0.08102336, -0.2457902 ], [ -0.05186751, 0.058...
[]
null
null
null
null
null
null
2.574868
0.274054
null
CO_4323196152427328459551003
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[ true, true, true ]
H6O62Rh16Sb16
H3O31Rh8Sb8
A31B8C8D3
[ "H", "O", "Rh", "Sb" ]
[ 0.06, 0.62, 0.16, 0.16 ]
[ 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 51, 1, 1, 1, 1, 1, 1, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 45, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, ...
100
4
3
[ 1, 1, 1 ]
[ "is2re_train_8", "s2ef_train_8" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/0312/MD_7468026108766459904480312.json
null
{"lmdb-system-id": 23007, "num-adsorbates": 6, "traj-id": "SbRhO4_mp-754757_QeJrSwJFw7_6StqWSMB2J", "hash": "7468026108766459904480312908666187158603545027609034857922570676349076162136609368169660475402806774575868078266068122051318555759918058179302567152159181", "id": "MD_7468026108766459904480312"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002459143040204597703123
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2025-04-16T19:01:50
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-298.114808
[ [ 0.02974718, -0.00147229, 0.09486551 ], [ 0.05798541, -0.08433639, 0.14520926 ], [ -0.07577825, -0.04734913, 0.12114003 ], [ -0.09352022, -0.00826483, -0.05817249 ], [ 0.09267469, -0.13872783, 0.34513448 ], [ -0.05643368, 0.039...
[]
null
null
null
null
null
null
1.885664
0.254156
null
CO_1061029120802933160914908
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[ [ 9.869962, 0, 0 ], [ 6.558916, 4.660137, 0 ], [ 0, 0, 33.342798 ] ]
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[ true, true, true ]
HCd8Hf8O24
Cd8HHf8O24
A24B8C8D
[ "Cd", "H", "Hf", "O" ]
[ 0.1951219512195122, 0.024390243902439025, 0.1951219512195122, 0.5853658536585366 ]
[ 72, 72, 72, 72, 72, 72, 72, 72, 48, 48, 48, 48, 48, 48, 48, 48, 1, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8 ]
41
4
3
[ 1, 1, 1 ]
[ "is2re_train_147", "s2ef_train_147" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/2964/MD_7910717413839783373682964.json
null
{"lmdb-system-id": 32099, "num-adsorbates": 1, "traj-id": "HfCdO3_mp-1212404_QbNLAudD5C_dxbqgm58TE", "hash": "791071741383978337368296457161157238261006477275579897241394727804386544221982944898494909017026908278094343428082395133495205094016239188442060633484328", "id": "MD_7910717413839783373682964"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002465927308091799165135
1002465927308091799165135792141430869621583009758396750213737083527555022175879002772189066060910956829229492159598695845047048696700481868603211335580594
2025-04-16T21:22:14
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-266.222086
[ [ 0.01839909, 0.04060604, -0.00612574 ], [ 0.03300925, 0.02993663, 0.09326795 ], [ 0.03629891, 0.05601963, 0.03324414 ], [ -0.00625914, -0.13578347, 0.10224321 ], [ 0.10833506, 0.06354869, 0.00303268 ], [ -0.09690066, -0.1074276...
[]
null
null
null
null
null
null
0.488399
0.181035
null
CO_3674658755500055118121502
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[ [ 8.718648, 0, 2.628771 ], [ 7.133439, 3.362736, 2.628771 ], [ 0, 0, 42.060341 ] ]
[ [ 11.361603377342819, 1.30377760609824, 17.37868400663277 ], [ 5.4072463771194, 2.54151914772288, 16.92995325154849 ], [ 9.098122772476799, 0.47163959611392, 20.0391917291712 ], [ 1.9573850494011897, 0.9451542874487999, 20.61173952563579 ], [ 4.790...
[ true, true, true ]
HNi9O28Ru8
HNi9O28Ru8
A28B9C8D
[ "H", "Ni", "O", "Ru" ]
[ 0.021739130434782608, 0.1956521739130435, 0.6086956521739131, 0.17391304347826086 ]
[ 28, 28, 28, 28, 28, 28, 28, 28, 28, 1, 44, 44, 44, 44, 44, 44, 44, 44, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8 ]
46
4
3
[ 1, 1, 1 ]
[ "is2re_train_168", "s2ef_train_168" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/3882/MD_7546589959585227883203882.json
null
{"lmdb-system-id": 71737, "num-adsorbates": 1, "traj-id": "NiRuO3_mp-976848_luI8EFwPqC_sy6aF4nv8Q", "hash": "754658995958522788320388260722633932631383363928934261894636172909936849172827362108815851584333033365175127120819470820589114111101502238264998895998650", "id": "MD_7546589959585227883203882"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002456056864601075763056
10024560568646010757630565094414999109157222736746712418480423059830780993407222243737183728173407536653450360246667842399987724884162873254473042546039541
2025-04-16T21:12:08
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-693.338279
[ [ 0.00315325, -0.00747844, 0.02755321 ], [ -0.01409592, 0.00770922, -0.01383247 ], [ 0.03531699, 0.08765238, -0.06673504 ], [ -0.02689174, -0.02219785, -0.01104254 ], [ 0.00924276, 0.02063615, -0.00399793 ], [ -0.00763532, -0.00...
[]
null
null
null
null
null
null
0.115688
0.029402
null
CO_2513133170002659412416446
2513133170002659412416446873966544514352391180281237337541432639405027706697443732524401753296116488201370333623031939098882807812781509867454134161536870
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[ [ 8.456196, 0, -4.873126 ], [ -0.008353, 14.137562, -0.003712 ], [ 0, 0, 48.759991 ] ]
[ [ 3.3911893650329805, 1.58997214504156, 20.83990326989787 ], [ 3.19380872334956, 8.856724535991201, 20.94796445617577 ], [ 5.655475357768481, 5.40606289868248, 20.25509551505334 ], [ 6.06984437342215, 12.127046442798582, 21.140178672530567 ], [ 3.6...
[ true, true, true ]
Bi22O68Si16
Bi11O34Si8
A34B11C8
[ "Bi", "O", "Si" ]
[ 0.20754716981132076, 0.6415094339622641, 0.1509433962264151 ]
[ 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 83, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, ...
106
3
3
[ 1, 1, 1 ]
[ "is2re_train_201", "s2ef_train_201" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/8850/MD_5702896624745985047398850.json
null
{"lmdb-system-id": 18491, "num-adsorbates": 0, "traj-id": "Si6Bi9O26_mp-1266421_clean_TsYE30LW7K", "hash": "5702896624745985047398850804847323696138316012904749256782649601706259164254662444987042060104150133544392520627789312149990136953698477734236629029898648", "id": "MD_5702896624745985047398850"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002489444780865439888707
10024894447808654398887072437486696178448594470859063987036355005320344088980653358463291949294802129117494905232034572248562118646062037210992011000763581
2025-04-16T21:23:51
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-462.259463
[ [ 0.00129765, -0.01680272, 0.00450228 ], [ 0.04293057, 0.03829318, 0.01062844 ], [ -0.00369213, 0.00388206, 0.03011669 ], [ 0.02177504, -0.05179705, -0.02142453 ], [ 0.02192105, -0.02681183, -0.03078023 ], [ -0.01604641, 0.01829...
[]
null
null
null
null
null
null
0.783579
0.104096
null
CO_1978318177908618749813786
1978318177908618749813786421451433490392656471209321832544068304356994887248660611293701885083848302781973403055509821395959170362523644823580775023612495
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[ [ 7.853669, 0, 0.033729 ], [ 4.640804, 10.505898, -1.489285 ], [ 0, 0, 33.202757 ] ]
[ [ 3.1896002423327205, 7.23337422862392, 10.279013965938658 ], [ 6.136732728968431, 3.58665537452508, 11.654478927270299 ], [ 1.7469376830530698, 0.0756156755601, 12.96085306532126 ], [ 9.36662892515493, 6.99259774696236, 13.29921403061782 ], [ 4.91...
[ true, true, true ]
C4Bi12Ir12O46
Bi6C2Ir6O23
A23B6C6D2
[ "Bi", "C", "Ir", "O" ]
[ 0.16216216216216217, 0.05405405405405406, 0.16216216216216217, 0.6216216216216216 ]
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74
4
3
[ 1, 1, 1 ]
[ "is2re_train_124", "s2ef_train_124" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/6609/MD_7801375636184616147916609.json
null
{"lmdb-system-id": 13661, "num-adsorbates": 4, "traj-id": "BiIrO4_BiIrO4-rutile_RmUP9WbEAL_bGa4bk4zgb", "hash": "7801375636184616147916609907613455418522699742750715479791233033058949808223081073789335123166603670904760838747848475332740322428160199837245450658701242", "id": "MD_7801375636184616147916609"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002488753287545979296705
10024887532875459792967057851325802482023609890631747776710435877082460279163692969646619528543747401775921301269415576421982974314041321011762168269254244
2025-04-16T19:49:42
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-199.109498
[ [ -0.12423751, -0.11928045, -0.19439658 ], [ -0.34298006, -0.09191023, -0.40757089 ], [ 0.07091981, 0.2370713, 0.02119065 ], [ -0.01272893, -0.03417115, -0.20127544 ], [ 0.13538196, -0.25399374, -0.25852806 ], [ -0.12935297, -0....
[]
null
null
null
null
null
null
3.754578
0.466267
null
CO_3795638199038569549689981
3795638199038569549689981750321024010818909966714329988007415675173995774999823548934222602606093317301821134541687536169965278164654029841209138448613307
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[ [ 9.768294, 0, 0 ], [ 6.610395, 4.568913, 0 ], [ 0, 0, 34.067238 ] ]
[ [ 11.58132197608071, 1.29317238825273, 15.743270578548241 ], [ 9.852416003421808, 3.3832386364590903, 13.02235230269196 ], [ 6.8125703734730685, 1.19644932244707, 12.737694297428702 ], [ 5.1272884272657295, 3.4793117287013704, 15.386578761223502 ], [ ...
[ true, true, true ]
CCd8O22Sn8
CCd8O22Sn8
A22B8C8D
[ "C", "Cd", "O", "Sn" ]
[ 0.02564102564102564, 0.20512820512820512, 0.5641025641025641, 0.20512820512820512 ]
[ 48, 48, 48, 48, 48, 48, 48, 48, 50, 50, 50, 50, 50, 50, 50, 50, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8 ]
39
4
3
[ 1, 1, 1 ]
[ "is2re_train_39", "s2ef_train_39" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/2198/MD_1209680446767017249662198.json
null
{"lmdb-system-id": 33828, "num-adsorbates": 1, "traj-id": "CdSnO3_mp-849371_YjCygTYVqn_lPhVXpuj80", "hash": "12096804467670172496621982970967901614334867175250241222035478037751037206471094446745164597112383102866290377935880138199257763076515685024162306987905634", "id": "MD_1209680446767017249662198"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002471791780814493411194
10024717917808144934111949776083175434420097909636696070600708188962847962419492467198907011216881523590478331361174101561688373445487517227501987947797104
2025-04-16T21:14:40
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-749.694806
[ [ 0.0007336, 0.00258461, 0.01253902 ], [ -0.03121732, 0.07507446, -0.13901455 ], [ -0.03460756, 0.00685178, 0.04902545 ], [ 0.00802731, 0.00467706, 0.02990233 ], [ 0.02307361, -0.0556123, 0.01071564 ], [ 0.03186104, -0.06850868,...
[]
null
null
null
null
null
null
0.175372
0.053239
null
CO_5658106278763967482461057
5658106278763967482461057861343810539682262373312739197055419843643994846474373382532647544719797621464470065846285350656797733469207244166285815416857756
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[ [ 10.933428, 0, 0.002467 ], [ 8.178776, 7.255857, 0.002467 ], [ 0, 0, 44.940201 ] ]
[ [ 2.3770161784857997, 0.8896742939464799, 26.31030676021071 ], [ 16.628929557977237, 6.4979743921144495, 27.708760295881348 ], [ 2.3745662458542, 0.91901988199728, 17.391647203532813 ], [ 16.756570244764998, 6.3723574403605205, 18.75112355394565 ], [ ...
[ true, true, true ]
Ba4O74W24
Ba2O37W12
A37B12C2
[ "Ba", "O", "W" ]
[ 0.0392156862745098, 0.7254901960784313, 0.23529411764705882 ]
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102
3
3
[ 1, 1, 1 ]
[ "is2re_train_59", "s2ef_train_59" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/5950/MD_4885769503098355440255950.json
null
{"lmdb-system-id": 33570, "num-adsorbates": 2, "traj-id": "Ba-WO3-6_mp-867545_lBmFVnbjUY_PXRP8BAj2Z", "hash": "4885769503098355440255950799575052778235102878094263612545928323842237255427741963613834084199083264304854336027592017796893990239662789337336575408935548", "id": "MD_4885769503098355440255950"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
PO_1002444789536150073806281
10024447895361500738062815236108147906253071150586291456050380356965688625258954702653965763855037386297798467487732847606974840307740904440253903862026134
2025-04-16T20:03:41
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-1,085.773083
[ [ -0.66369249, 0.46748096, -2.07654684 ], [ -0.55638943, 0.19772932, -1.88084648 ], [ -0.33011009, 0.89366765, -0.77499084 ], [ -0.31436002, 0.86997815, -0.74891592 ], [ -0.20591545, 0.22789098, -0.19570003 ], [ 0.06221541, -0.0...
[]
null
null
null
null
null
null
11.253066
0.965436
null
CO_1296535577572353799228325
12965355775723537992283250044489003629082028162817961276583732090464828680195695207214820903855749725986896946672496665752498469658047406286014881250739789
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[ [ 12.501346, 0, 1.172783 ], [ 3.125336, 11.15366, 0.293196 ], [ 0, 0, 33.607899 ] ]
[ [ 0.56644309656762, 0.36716956427200004, 11.716063794570852 ], [ 6.81336847423924, 0.36890652374380006, 12.300650851180231 ], [ 5.17310984792394, 7.837825337214601, 13.25172935091108 ], [ 11.42989972511768, 7.841186938802, 13.840027916129701 ], [ 3...
[ true, true, true ]
Ce22O94Si22
Ce11O47Si11
A47B11C11
[ "Ce", "O", "Si" ]
[ 0.15942028985507245, 0.6811594202898551, 0.15942028985507245 ]
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138
3
3
[ 1, 1, 1 ]
[ "is2re_train_4", "s2ef_train_4" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/9143/MD_9895141866227932703799143.json
null
{"lmdb-system-id": 70657, "num-adsorbates": 2, "traj-id": "CeSiO4_mp-10523_bMPwMmOyme_Ax1sajv2pq", "hash": "989514186622793270379914362318125477238031602771806148867687592116451465812829522471641040732864593768466277899706392025033998652794007924998450135917444", "id": "MD_9895141866227932703799143"}
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PO_1002434497228531858304319
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2025-04-16T21:21:56
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-1,377.036769
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[ true, true, true ]
H2Al73O112Sr3
Al73H2O112Sr3
A112B73C3D2
[ "Al", "H", "O", "Sr" ]
[ 0.38421052631578945, 0.010526315789473684, 0.5894736842105263, 0.015789473684210527 ]
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190
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3
[ 1, 1, 1 ]
[ "is2re_train_14", "s2ef_train_14" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/0261/MD_1266159607873388721100261.json
null
{"lmdb-system-id": 75942, "num-adsorbates": 1, "traj-id": "SrAl22O34_mp-531590_2HXsorj0ch_DpHf3Am15l", "hash": "1266159607873388721100261183277004672635087424684162877473923974313683984129847350185442125385953502547668914380275721898552049704049515522509683795436821", "id": "MD_1266159607873388721100261"}
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PO_1002418786642326978377388
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2025-04-16T22:03:29
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-941.20416
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CO_2355046200685543236593305
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[ [ 11.311927, 0, 0 ], [ 2.827982, 11.99811, 2.827982 ], [ 0, 0, 33.93578 ] ]
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[ true, true, true ]
Ag24O74Ta24
Ag12O37Ta12
A37B12C12
[ "Ag", "O", "Ta" ]
[ 0.19672131147540983, 0.6065573770491803, 0.19672131147540983 ]
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122
3
3
[ 1, 1, 1 ]
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null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/0003/MD_2465012544759389241430003.json
null
{"lmdb-system-id": 40475, "num-adsorbates": 2, "traj-id": "TaAgO3_mp-1187189_zkYIGPmNmF_Jz6r0hTaaD", "hash": "2465012544759389241430003256507896952876392128113967109859167958674432124584322769785751008713019911824997358317877924138206568602375211808016747820106154", "id": "MD_2465012544759389241430003"}
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PO_1002492894418181044095359
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2025-04-16T16:09:45
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-312.097979
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[]
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[ true, true, true ]
Fe12Mg18O26
Fe6Mg9O13
A13B9C6
[ "Fe", "Mg", "O" ]
[ 0.21428571428571427, 0.32142857142857145, 0.4642857142857143 ]
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56
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3
[ 1, 1, 1 ]
[ "is2re_train_39", "s2ef_train_39" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/8645/MD_2608979557327371298928645.json
null
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PO_1002499173425687814004888
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2025-04-16T18:25:21
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
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[ [ 0.00131398, 0.00352111, -0.00341287 ], [ -0.00651733, -0.00094718, 0.00457185 ], [ -0.00328681, -0.00674398, 0.01927846 ], [ 0.00058036, -0.00747577, 0.02020456 ], [ 0.00106059, -0.00479296, -0.00530717 ], [ -0.00275739, -0.00...
[]
null
null
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CO_1135097357463478174772759
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[ true, true, true ]
CK32O49Ru16
CK32O49Ru16
A49B32C16D
[ "C", "K", "O", "Ru" ]
[ 0.01020408163265306, 0.32653061224489793, 0.5, 0.16326530612244897 ]
[ 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 6, 8, 8, 8, 8, 8, ...
98
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3
[ 1, 1, 1 ]
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null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/3215/MD_5320654278186354971213215.json
null
{"lmdb-system-id": 35577, "num-adsorbates": 1, "traj-id": "K2RuO4_mp-17789_He9LGi7g9T_wHtLPGSPJT", "hash": "5320654278186354971213215046616443583169941467452249426280494884551256934261790837150295643116323162315404270426619983031433646428754704367556888568596188", "id": "MD_5320654278186354971213215"}
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PO_1002413860763168556204314
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2025-04-17T18:48:22
DS_jgaid7espcoc_0
1
VASP
DFT-PBE+U
-273.635738
[ [ 0.02509602, 0.09856042, 0.02738746 ], [ 0.01914658, 0.1065603, 0.0120368 ], [ -0.0130081, -0.00534866, 0.10143218 ], [ 0.02828183, -0.14150174, -0.04727545 ], [ 0.02046391, 0.00447337, -0.13110625 ], [ 0.07179322, 0.02643718, ...
[]
null
null
null
null
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0.284492
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CO_7176429042399305064242106
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[ true, true, true ]
H2Mo7O29Tl8
H2Mo7O29Tl8
A29B8C7D2
[ "H", "Mo", "O", "Tl" ]
[ 0.043478260869565216, 0.15217391304347827, 0.6304347826086957, 0.17391304347826086 ]
[ 81, 81, 81, 81, 81, 81, 81, 81, 42, 42, 42, 42, 42, 42, 42, 1, 1, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8 ]
46
4
3
[ 1, 1, 1 ]
[ "is2re_train_229", "s2ef_train_229" ]
null
data/MD/1406/MD_4659817740060367412171406.json
data/MD/7954/MD_1309480864593958103607954.json
null
{"lmdb-system-id": 41836, "num-adsorbates": 1, "traj-id": "90423983570956_TlMoO4_TlMoO4-rutile_rnrlbz14E2_iiF6t1Pi6Q", "hash": "1309480864593958103607954223867808983506240730673450017549068483901535280998404056262005871022224369439516952906280584540967856336203449370682949036685591", "id": "MD_1309480864593958103607954"}
{"input": {"ediff": 0.001, "ediffg": 0.05, "encut": {"value": 500, "units": "eV"}, "ismear": 0, "kpoint-scheme": "gamma-centered", "kpoints": {"bulk": "50/a x 50/b x 50/c", "slab": "30/a x 30/b x 1"}}, "hash": "4659817740060367412171406413767744601306366489498784471996961571375964785500873772013285713774124033118959801723956284213015375382203056562775035609118581", "id": "MD_4659817740060367412171406"}
End of preview. Expand in Data Studio

Cite this dataset Tran, R., Lan, J., Shuaibi, M., Wood, B. M., Goyal, S., Das, A., Heras-Domingo, J., Kolluru, A., Rizvi, A., Shoghi, N., Sriram, A., Therrien, F., Abed, J., Voznyy, O., Sargent, E. H., Ulissi, Z., and Zitnick, C. L. OC22-S2EF-Train. ColabFit, 2023. https://doi.org/10.60732/68160e50

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_jgaid7espcoc_0

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Dataset Name

OC22-S2EF-Train

Description

Training configurations for the structure to total energy and forces task (S2EF) of OC22. Open Catalyst 2022 (OC22) is a database of training trajectories for predicting catalytic reactions on oxide surfaces meant to complement OC20, which did not contain oxide surfaces.

Dataset authors

Richard Tran, Janice Lan, Muhammed Shuaibi, Brandon M. Wood, Siddharth Goyal, Abhishek Das, Javier Heras-Domingo, Adeesh Kolluru, Ammar Rizvi, Nima Shoghi, Anuroop Sriram, Felix Therrien, Jehad Abed, Oleksandr Voznyy, Edward H. Sargent, Zachary Ulissi, C. Lawrence Zitnick

Publication

https://doi.org/10.1021/acscatal.2c05426

Original data link

https://fair-chem.github.io/catalysts/datasets/oc22.html

License

CC-BY-4.0

Number of unique molecular configurations

8356688

Number of atoms

668033119

Elements included

Ag, Al, As, Au, Ba, Be, Bi, C, Ca, Cd, Ce, Co, Cr, Cs, Cu, Fe, Ga, Ge, H, Hf, Hg, In, Ir, K, Li, Lu, Mg, Mn, Mo, N, Na, Nb, Ni, O, Os, Pb, Pd, Pt, Rb, Re, Rh, Ru, Sb, Sc, Se, Si, Sn, Sr, Ta, Te, Ti, Tl, V, W, Y, Zn, Zr

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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