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property_id
string
property_hash
string
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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
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list
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int32
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int32
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int32
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PO_1000045065059228474684880
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2025-04-16T18:41:56
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.260649
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CO_1217090088171966580911529
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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[ 6, 8, 1, 1 ]
4
3
0
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/1588/MD_1003039774472395661641588.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "10-5 eV/angstrom", "hash": "10030397744723956616415881750021314653794483636606757949922847046284253292691586235140205917744584580811347668172257147047784178044015889698043715484941007", "id": "MD_1003039774472395661641588"}
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PO_1000044588070106210455673
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2025-04-16T17:08:25
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-15.87198
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CO_1410793091641312235955114
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
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[ "ch2o_3601-RKHS-gaussian-noise-force-SD-10-7__index_3394" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/9515/MD_8094203375518414346019515.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "10-7 eV/angstrom", "hash": "8094203375518414346019515803156080563359478574755951087308767344706213101864259557503004978187647882024998434154224108398808743759246404821835600476317832", "id": "MD_8094203375518414346019515"}
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PO_1000036748884167246690325
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2025-04-16T21:43:16
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-15.989859
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-force-SD-10-5__index_3430" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/1588/MD_1003039774472395661641588.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "10-5 eV/angstrom", "hash": "10030397744723956616415881750021314653794483636606757949922847046284253292691586235140205917744584580811347668172257147047784178044015889698043715484941007", "id": "MD_1003039774472395661641588"}
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PO_1000057985879187778016943
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2025-04-16T21:37:22
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.161253
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-SD-0-00001__index_2394" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/7985/MD_4737048019006241332207985.json
null
{"energy-perturbation": "10-5 eV", "force-gaussian-noise": "0", "hash": "4737048019006241332207985497421026930642391439826788371332813017606580720366480706354120049499402151358608372728030133633705082233807153791853849247646371", "id": "MD_4737048019006241332207985"}
{"charge": 0.0, "dipole_moment": [0.0, 0.0, 0.0], "input": {"basis-set": "aug-cc-pVTZ"}, "keys": {"atomic-forces": "F", "energy": "E"}, "hash": "10016833907610289062720016177937705262252223522774552534741755970424517810413222795216377203884204361007568076121032446017420387550920997805661383129449215", "id": "MD_1001683...
PO_1000082697740652125517763
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2025-04-16T20:35:24
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.099781
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/9764/MD_1317713053073721471699764.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "not applicable", "hash": "1317713053073721471699764853742300303633374436569783231570061785757872793482209697905954881253168063854631182185720148039917609150721899837850573970674849", "id": "MD_1317713053073721471699764"}
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PO_1000072952073181997102689
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2025-04-16T15:45:17
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.166464
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/9764/MD_1317713053073721471699764.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "not applicable", "hash": "1317713053073721471699764853742300303633374436569783231570061785757872793482209697905954881253168063854631182185720148039917609150721899837850573970674849", "id": "MD_1317713053073721471699764"}
{"charge": 0.0, "dipole_moment": [0.0, 0.0, 0.0], "input": {"basis-set": "aug-cc-pVTZ"}, "keys": {"atomic-forces": "F", "energy": "E"}, "hash": "10016833907610289062720016177937705262252223522774552534741755970424517810413222795216377203884204361007568076121032446017420387550920997805661383129449215", "id": "MD_1001683...
PO_1000020328344294457846659
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2025-04-16T19:00:56
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.216982
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/7985/MD_4737048019006241332207985.json
null
{"energy-perturbation": "10-5 eV", "force-gaussian-noise": "0", "hash": "4737048019006241332207985497421026930642391439826788371332813017606580720366480706354120049499402151358608372728030133633705082233807153791853849247646371", "id": "MD_4737048019006241332207985"}
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PO_1000295433780190905261690
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2025-04-16T18:58:19
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.256296
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/9764/MD_1317713053073721471699764.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "not applicable", "hash": "1317713053073721471699764853742300303633374436569783231570061785757872793482209697905954881253168063854631182185720148039917609150721899837850573970674849", "id": "MD_1317713053073721471699764"}
{"charge": 0.0, "dipole_moment": [0.0, 0.0, 0.0], "input": {"basis-set": "aug-cc-pVTZ"}, "keys": {"atomic-forces": "F", "energy": "E"}, "hash": "10016833907610289062720016177937705262252223522774552534741755970424517810413222795216377203884204361007568076121032446017420387550920997805661383129449215", "id": "MD_1001683...
PO_1000271285637832302394007
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2025-04-16T17:55:11
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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DS_pms72aqfzc4v_0
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2025-04-16T18:04:40
DS_pms72aqfzc4v_0
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2025-04-16T17:32:57
DS_pms72aqfzc4v_0
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CH2O
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data/MD/3496/MD_9980018739498637951743496.json
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PO_1000630254529269045318401
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2025-04-16T17:11:48
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
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3
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/7985/MD_4737048019006241332207985.json
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2025-04-16T16:03:53
DS_pms72aqfzc4v_0
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Gaussian 09
MP2
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CH2O
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3
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data/MD/3496/MD_9980018739498637951743496.json
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PO_1000812132335351699428926
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2025-04-16T21:14:40
DS_pms72aqfzc4v_0
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Gaussian 09
MP2
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CH2O
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3
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data/MD/7985/MD_4737048019006241332207985.json
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2025-04-16T18:29:13
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
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data/MD/9764/MD_1317713053073721471699764.json
null
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2025-04-16T21:30:02
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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data/MD/1310/MD_1226011474601429065531310.json
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2025-04-16T17:20:23
DS_pms72aqfzc4v_0
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Gaussian 09
MP2
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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[ 6, 8, 1, 1 ]
4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/0056/MD_1136829933552460759870056.json
null
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2025-04-16T18:14:35
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.215589
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/7985/MD_4737048019006241332207985.json
null
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2025-04-16T16:47:26
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.157506
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/9515/MD_8094203375518414346019515.json
null
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PO_1001132577645703696684734
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2025-04-16T18:05:53
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.259589
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-force-SD-10-6__index_451" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/1310/MD_1226011474601429065531310.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "10-6 eV/angstrom", "hash": "12260114746014290655313102560423906100478995538548086718289058514610375257618874094418809181844063982670345977012383840539020728510680834656378908073036932", "id": "MD_1226011474601429065531310"}
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PO_1001171481318171640985545
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2025-04-16T21:21:36
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.215222
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-SD-0-00001__index_1688" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/7985/MD_4737048019006241332207985.json
null
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PO_1001123326787459954238106
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2025-04-16T18:29:13
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.223158
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-force-SD-10-7__index_1668" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/9515/MD_8094203375518414346019515.json
null
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PO_1001255617785690752662137
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2025-04-16T16:00:34
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.051154
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/9764/MD_1317713053073721471699764.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "not applicable", "hash": "1317713053073721471699764853742300303633374436569783231570061785757872793482209697905954881253168063854631182185720148039917609150721899837850573970674849", "id": "MD_1317713053073721471699764"}
{"charge": 0.0, "dipole_moment": [0.0, 0.0, 0.0], "input": {"basis-set": "aug-cc-pVTZ"}, "keys": {"atomic-forces": "F", "energy": "E"}, "hash": "10016833907610289062720016177937705262252223522774552534741755970424517810413222795216377203884204361007568076121032446017420387550920997805661383129449215", "id": "MD_1001683...
PO_1001234331517490522630210
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2025-04-16T17:32:52
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.20505
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/0056/MD_1136829933552460759870056.json
null
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PO_1001351146035742334550988
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2025-04-16T21:22:14
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-15.936911
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CH2O
CH2O
A2BC
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/1310/MD_1226011474601429065531310.json
null
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2025-04-17T18:06:06
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/3496/MD_9980018739498637951743496.json
null
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2025-04-16T16:51:20
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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4
3
0
[ 0, 0, 0 ]
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[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/2501/MD_1118640646002335157312501.json
null
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2025-04-16T22:04:30
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-SD-0-0000001__index_1356" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/2501/MD_1118640646002335157312501.json
null
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PO_1001371657726786959292525
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2025-04-16T20:28:37
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-force-SD-10-6__index_2264" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/1310/MD_1226011474601429065531310.json
null
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PO_1001697987952111082565081
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2025-04-16T15:45:59
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.202083
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/1588/MD_1003039774472395661641588.json
null
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PO_1001826824136111398235667
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2025-04-16T16:49:28
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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[ 6, 8, 1, 1 ]
4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/1310/MD_1226011474601429065531310.json
null
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PO_1001851655656019972689809
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2025-04-16T17:41:29
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.002321
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CH2O
CH2O
A2BC
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4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/1310/MD_1226011474601429065531310.json
null
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PO_1001843113608857977692780
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2025-04-16T20:53:37
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/3496/MD_9980018739498637951743496.json
null
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PO_1001783840308504294704817
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2025-04-16T16:08:11
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
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3
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/3496/MD_9980018739498637951743496.json
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2025-04-16T17:24:20
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/0056/MD_1136829933552460759870056.json
null
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2025-04-16T17:55:11
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.267395
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-force-SD-10-6__index_66" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/1310/MD_1226011474601429065531310.json
null
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2025-04-16T21:12:08
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.229234
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-force-SD-10-5__index_1478" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/1588/MD_1003039774472395661641588.json
null
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2025-04-16T21:04:14
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.207972
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-SD-0-00001__index_1708" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/7985/MD_4737048019006241332207985.json
null
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PO_1001961202796420760320766
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2025-04-16T18:46:47
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.264068
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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4
3
0
[ 0, 0, 0 ]
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/2501/MD_1118640646002335157312501.json
null
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PO_1001928357924234462657480
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2025-04-16T19:03:49
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/9515/MD_8094203375518414346019515.json
null
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PO_1001930809025015152182797
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2025-04-16T16:06:08
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-15.951192
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/9515/MD_8094203375518414346019515.json
null
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PO_1001964643466596253386854
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2025-04-17T17:45:49
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-16.215981
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CH2O
CH2O
A2BC
[ "C", "H", "O" ]
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4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/9764/MD_1317713053073721471699764.json
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2025-04-16T16:54:28
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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3
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2025-04-16T16:07:34
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
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3
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data/MD/0056/MD_1136829933552460759870056.json
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2025-04-17T18:16:17
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
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3
0
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data/MD/2001/MD_1001683390761028906272001.json
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2025-04-16T16:31:50
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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3
0
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data/MD/2001/MD_1001683390761028906272001.json
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2025-04-16T17:33:31
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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3
0
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2025-04-16T19:03:17
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
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3
0
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data/MD/2501/MD_1118640646002335157312501.json
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2025-04-16T21:12:08
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
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3
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/9764/MD_1317713053073721471699764.json
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2025-04-16T17:13:54
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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3
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/7985/MD_4737048019006241332207985.json
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2025-04-16T21:43:25
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
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2025-04-16T21:27:46
DS_pms72aqfzc4v_0
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CH2O
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2025-04-16T16:08:33
DS_pms72aqfzc4v_0
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Gaussian 09
MP2
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CH2O
CH2O
A2BC
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4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/2501/MD_1118640646002335157312501.json
null
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2025-04-16T16:10:10
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/2501/MD_1118640646002335157312501.json
null
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PO_1002350869596959662256852
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2025-04-16T18:52:40
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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4
3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/9515/MD_8094203375518414346019515.json
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2025-04-16T15:42:27
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-15.982524
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CH2O
CH2O
A2BC
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4
3
0
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data/MD/7985/MD_4737048019006241332207985.json
null
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2025-04-16T17:17:08
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
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3
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data/MD/1310/MD_1226011474601429065531310.json
null
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PO_4915567578968104854965440
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2025-04-16T17:26:50
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
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A2BC
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3
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data/MD/0056/MD_1136829933552460759870056.json
null
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PO_4914950614317504039463329
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2025-04-16T18:26:59
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
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3
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/9515/MD_8094203375518414346019515.json
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2025-04-16T21:57:13
DS_pms72aqfzc4v_0
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MP2
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/1310/MD_1226011474601429065531310.json
null
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2025-04-16T16:28:43
DS_pms72aqfzc4v_0
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Gaussian 09
MP2
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CH2O
CH2O
A2BC
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/3496/MD_9980018739498637951743496.json
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2025-04-16T21:43:25
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
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data/MD/1310/MD_1226011474601429065531310.json
null
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2025-04-16T20:30:11
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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3
0
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/3496/MD_9980018739498637951743496.json
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2025-04-16T15:44:09
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
A2BC
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3
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/9764/MD_1317713053073721471699764.json
null
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2025-04-16T20:35:19
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
CH2O
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3
0
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data/MD/9515/MD_8094203375518414346019515.json
null
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2025-04-16T20:09:21
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
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data/MD/3496/MD_9980018739498637951743496.json
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PO_4916311274952255257509654
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2025-04-16T16:07:25
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
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CH2O
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3
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data/MD/2001/MD_1001683390761028906272001.json
data/MD/3496/MD_9980018739498637951743496.json
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2025-04-16T17:38:30
DS_pms72aqfzc4v_0
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Gaussian 09
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[ [ -0.5307238125, -0.002323500000000034, -0.0193489375 ], [ 0.6714451874999998, 0.004099500000000034, -0.0003459374999999999 ], [ -1.0528548125000001, 0.9008355, 0.0594110625 ], [ -1.1343638125, -0.9196905000000001, 0.0594500625 ] ]
[ false, false, false ]
CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-SD-0-0000001__index_2098" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/2501/MD_1118640646002335157312501.json
null
{"energy-perturbation": "10-7 eV", "force-gaussian-noise": "0", "hash": "11186406460023351573125018753712570557489669351303163343924956726669434857624620687870140601211663069867905294438757301324410424045920477217453852270613257", "id": "MD_1118640646002335157312501"}
{"charge": 0.0, "dipole_moment": [0.0, 0.0, 0.0], "input": {"basis-set": "aug-cc-pVTZ"}, "keys": {"atomic-forces": "F", "energy": "E"}, "hash": "10016833907610289062720016177937705262252223522774552534741755970424517810413222795216377203884204361007568076121032446017420387550920997805661383129449215", "id": "MD_1001683...
PO_4919284636330090051173297
4919284636330090051173297545987894434017875754342444543561130572599194292978499241094726170959311834661934292294285882022019830641628062035515374294864854
2025-04-16T21:56:50
DS_pms72aqfzc4v_0
1
Gaussian 09
MP2
-15.918126
[ [ -0.026227146903392944, -3.6130845555187197, 1.1605126172153517 ], [ 0.7975551190861567, 1.0521188670432857, -0.3641636299049068 ], [ -0.31433182413711247, -0.13823238228828805, -0.3178775944834376 ], [ -0.4569958264667688, 2.6991978494710627, -0.47847178...
null
null
null
null
null
null
null
3.794978
2.102892
null
CO_1186881868348331779321017
11868818683483317793210176643751864120827679515751204862289139292302080865255556597709618493444397043688461018147181664748798486404791869004915124497622098
12164665668230573925987160733340472721318230923178874907896896748378013274147146052755435549116969220670171976600442485701340852279687406327713098220018334
[ [ 0, 0, 0 ], [ 0, 0, 0 ], [ 0, 0, 0 ] ]
[ [ -0.5412538750000001, 0.03114724999999996, -0.0222710625 ], [ 0.666422125, -0.007072750000000072, -0.00039706249999999985 ], [ -1.1130018750000001, 0.9602502499999999, 0.0683819375 ], [ -0.970851875, -1.0905517500000002, 0.0684209375 ] ]
[ false, false, false ]
CH2O
CH2O
A2BC
[ "C", "H", "O" ]
[ 0.25, 0.5, 0.25 ]
[ 6, 8, 1, 1 ]
4
3
0
[ 0, 0, 0 ]
[ "ch2o_3601-RKHS-gaussian-noise-force-SD-10-7__index_2827" ]
[]
data/MD/2001/MD_1001683390761028906272001.json
data/MD/9515/MD_8094203375518414346019515.json
null
{"energy-perturbation": "0", "force-gaussian-noise": "10-7 eV/angstrom", "hash": "8094203375518414346019515803156080563359478574755951087308767344706213101864259557503004978187647882024998434154224108398808743759246404821835600476317832", "id": "MD_8094203375518414346019515"}
{"charge": 0.0, "dipole_moment": [0.0, 0.0, 0.0], "input": {"basis-set": "aug-cc-pVTZ"}, "keys": {"atomic-forces": "F", "energy": "E"}, "hash": "10016833907610289062720016177937705262252223522774552534741755970424517810413222795216377203884204361007568076121032446017420387550920997805661383129449215", "id": "MD_1001683...
End of preview. Expand in Data Studio

Cite this dataset Goswami, S., Käser, S., Bemish, R. J., and Meuwly, M. aleatoric epistemic error AIC2023. ColabFit, 2024. https://doi.org/10.60732/76701b84

This dataset has been curated and formatted for the ColabFit Exchange

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https://materials.colabfit.org/id/DS_pms72aqfzc4v_0

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Dataset Name

aleatoric epistemic error AIC2023

Description

Dataset for H2CO, with and without added noise for testing the effects of noise on quality of fit. Configurations sets are included for clean energy values with different levels of gaussian noise added to atomic forces (including a set with no noise added), and energies perturbed at different levels (including a set with no perturbation). Configuration sets correspond to individual files found at the data link.

Dataset authors

Sugata Goswami, Silvan Käser, Raymond J. Bemish, Markus Meuwly

Publication

https://doi.org/10.1016/j.aichem.2023.100033

Original data link

https://github.com/MMunibas/noise

License

CC-BY-NC-ND-4.0

Number of unique molecular configurations

28808

Number of atoms

115232

Elements included

C, H, 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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