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Au2Cr4Cu3FeIr2Lu2MnNb3Rh3Sc3Ta4V2W3ZnZr2
Au2Cr4Cu3FeIr2Lu2MnNb3Rh3Sc3Ta4V2W3ZnZr2
A4B4C3D3E3F3G3H2I2J2K2L2MNO
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[ "Au", "Cr", "Cu", "Fe", "Ir", "Lu", "Mn", "Nb", "Rh", "Sc", "Ta", "V", "W", "Zn", "Zr" ]
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MD_2028434825176984202026169
2024-08-16T15:25:07
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[ "data__dataset_A_surface_random__surface_random_train_step_5.xyz__303", "data__dataset_A_surface_random__surface_random_train_step_4.xyz__303", "data__dataset_A_surface_random__surface_random_train_step_1.xyz__303", "data__dataset_A_surface_random__surface_random_train_step_3.xyz__303", "data__dataset_A_surface_random__surface_random_train_step_2.xyz__303", "data__data__dataset_A_surface_random__surface_random_train_step_5.xyz__303", "data__data__dataset_A_surface_random__surface_random_train_step_1.xyz__303", "data__data__dataset_A_surface_random__surface_random_train_step_2.xyz__303", "data__data__dataset_A_surface_random__surface_random_train_step_3.xyz__303", "data__data__dataset_A_surface_random__surface_random_train_step_4.xyz__303" ]
[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:38
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CO_1001229268075555235012374
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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CC-BY-4.0
{'source-publication': 'http://doi.org/10.48550/arXiv.2310.07604', 'source-data': 'https://doi.org/10.24435/materialscloud:ps-20', 'other': None}
10.60732/3c5c6e72
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DS_d5zht3ykr8hi_0
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Ag4CrHf3MnNi3Pt3Rh4Ru2Ta5Ti6W2Y2Zn3Zr6
Ag4CrHf3MnNi3Pt3Rh4Ru2Ta5Ti6W2Y2Zn3Zr6
A6B6C5D4E4F3G3H3I3J2K2L2MN
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[ "Ag", "Cr", "Hf", "Mn", "Ni", "Pt", "Rh", "Ru", "Ta", "Ti", "W", "Y", "Zn", "Zr" ]
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MD_2028434825176984202026169
2024-08-16T14:59:34
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PO_6319904193258277456420870
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MD_4930724146298822228577473
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[ "data__dataset_A_surface_random__surface_random_train_step_5.xyz__1120", "data__dataset_A_surface_random__surface_random_train_step_4.xyz__1120", "data__dataset_A_surface_random__surface_random_train_step_3.xyz__1120", "data__data__dataset_A_surface_random__surface_random_train_step_5.xyz__1120", "data__data__dataset_A_surface_random__surface_random_train_step_4.xyz__1120", "data__data__dataset_A_surface_random__surface_random_train_step_3.xyz__1120" ]
[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:38
10016058504181672061111975576772095783541050995146837586451698342934862032460606063614974306031660423660815591515731784141892442573434872547081118545715091
CO_1001605850418167206111197
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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2024-02-14T12:09:27
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[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:38
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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MD_2028434825176984202026169
2024-08-16T14:12:34
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__3229", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__3229", "bcc_class_2__14488" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:40
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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MD_2028434825176984202026169
2024-08-16T14:13:48
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[ "data__dataset_C_surface_md__surface_md_test.xyz__67", "data__data__dataset_C_surface_md__surface_md_test.xyz__67" ]
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2024-02-14T16:56:36
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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MD_2028434825176984202026169
2024-08-16T14:33:44
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MD_3855551285417695075832698
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[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:36
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CO_1002665865652438899938326
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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Ag15Fe16NiRh13
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2024-08-16T14:30:48
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[ "data__dataset_C_surface_md__surface_md_train_step_5.xyz__456", "data__dataset_C_surface_md__surface_md_train_step_4.xyz__456", "data__data__dataset_C_surface_md__surface_md_train_step_4.xyz__456", "data__data__dataset_C_surface_md__surface_md_train_step_5.xyz__456" ]
[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:37
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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[ "Co", "Cu", "Hf", "Ir", "Lu", "Mo", "Nb", "Pd", "Pt", "Rh", "Ru", "Ti", "V", "W", "Y", "Zn" ]
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MD_2028434825176984202026169
2024-08-16T15:19:51
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PO_6681851295430352907572574
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MD_1443060175435339671362340
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[ "data__dataset_A_surface_random__surface_random_train_step_5.xyz__533", "data__dataset_A_surface_random__surface_random_train_step_4.xyz__533", "data__dataset_A_surface_random__surface_random_train_step_3.xyz__533", "data__dataset_A_surface_random__surface_random_train_step_2.xyz__533", "data__data__dataset_A_surface_random__surface_random_train_step_2.xyz__533", "data__data__dataset_A_surface_random__surface_random_train_step_5.xyz__533", "data__data__dataset_A_surface_random__surface_random_train_step_3.xyz__533", "data__data__dataset_A_surface_random__surface_random_train_step_4.xyz__533" ]
[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:38
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CO_1002958994384427909852505
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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CC-BY-4.0
{'source-publication': 'http://doi.org/10.48550/arXiv.2310.07604', 'source-data': 'https://doi.org/10.24435/materialscloud:ps-20', 'other': None}
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MD_2028434825176984202026169
2024-08-16T14:14:33
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MD_3250096188459844457367791
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__1528", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__1528", "bcc_class_4__9299" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:41
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CO_1003037644649331645328137
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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CC-BY-4.0
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10.60732/3c5c6e72
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DS_d5zht3ykr8hi_0
HEA25S_high_entropy_alloys__Mazitov-Springer-Lopanitsyna-Fraux-De-Ceriotti__DS_d5zht3ykr8hi_0
AgAu3Co2Cr2Cu2FeHf2IrLuMn2Mo2Nb2NiPd2Pt3Rh2Ru3Ta2Ti2V3W2Y2Zr2
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[ "Ag", "Au", "Co", "Cr", "Cu", "Fe", "Hf", "Ir", "Lu", "Mn", "Mo", "Nb", "Ni", "Pd", "Pt", "Rh", "Ru", "Ta", "Ti", "V", "W", "Y", "Zr" ]
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MD_2028434825176984202026169
2024-08-16T15:27:07
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PO_1157564020402155082038048
{"class": 1, "crystal": "fcc", "energy_sigma_towards_zero": -350.55186163, "origin": "basf", "surf": 110, "vacuum, A": 20, "hash": "12530514966112567881467070584266634166094595101123979282977498438327996012573391305697952186410719895385606984478664081392119730902898474109108432329467894", "id": "MD_1253051496611256788146707"}
MD_1253051496611256788146707
null
[ "data__dataset_A_surface_random__surface_random_train_step_5.xyz__871", "data__dataset_A_surface_random__surface_random_train_step_4.xyz__871", "data__dataset_A_surface_random__surface_random_train_step_3.xyz__871", "data__data__dataset_A_surface_random__surface_random_train_step_5.xyz__871", "data__data__dataset_A_surface_random__surface_random_train_step_4.xyz__871", "data__data__dataset_A_surface_random__surface_random_train_step_3.xyz__871" ]
[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:38
10032833812650722536417161471390651968298457315293843337244068718216010913466157245464842125653439232132241702932874426503851368549032435936865003829899261
CO_1003283381265072253641716
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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2024-02-14T12:09:27
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CC-BY-4.0
{'source-publication': 'http://doi.org/10.48550/arXiv.2310.07604', 'source-data': 'https://doi.org/10.24435/materialscloud:ps-20', 'other': None}
10.60732/3c5c6e72
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DS_d5zht3ykr8hi_0
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[ "Au", "Cu", "Fe", "Ir", "Mo", "Sc", "Ta", "Zn" ]
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MD_2028434825176984202026169
2024-08-16T15:27:10
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__972", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__972", "fcc_class_3__4989" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:40
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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[ "Ag", "Au", "Cr", "Cu", "Lu", "Mn", "Mo", "Nb", "Pd", "Pt", "Rh", "Ru", "Sc", "Ta", "W", "Zn", "Zr" ]
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2024-08-16T15:22:21
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__1495", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__1495", "fcc_class_4__5463" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:40
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CO_1004102931129242801406964
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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CC-BY-4.0
{'source-publication': 'http://doi.org/10.48550/arXiv.2310.07604', 'source-data': 'https://doi.org/10.24435/materialscloud:ps-20', 'other': None}
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[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:41
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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2024-08-16T14:16:34
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__1358", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__1358", "bcc_class_2__6350" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:41
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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2024-08-16T14:42:32
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__3432", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__3432", "bcc_class_1__12023" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:41
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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[ "Co", "Ir", "Ni", "Ru", "Ta", "Y" ]
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MD_2028434825176984202026169
2024-08-16T14:12:09
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__3257", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__3257", "fcc_class_1__11462" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:40
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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DS_d5zht3ykr8hi_0
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CoCr16Fe28
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MD_2028434825176984202026169
2024-08-16T15:11:57
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[ "data__dataset_A_surface_random__surface_random_train_step_5.xyz__1406", "data__dataset_A_surface_random__surface_random_train_step_4.xyz__1406", "data__data__dataset_A_surface_random__surface_random_train_step_4.xyz__1406", "data__data__dataset_A_surface_random__surface_random_train_step_5.xyz__1406" ]
[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:35
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CO_1005224609405345947172953
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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CC-BY-4.0
{'source-publication': 'http://doi.org/10.48550/arXiv.2310.07604', 'source-data': 'https://doi.org/10.24435/materialscloud:ps-20', 'other': None}
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[ "Ag", "Co", "Hf", "Lu", "Mn", "Pt", "Rh", "Ta", "Ti", "V", "W", "Y", "Zn", "Zr" ]
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MD_2028434825176984202026169
2024-08-16T15:11:57
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MD_8894848412301274489253941
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__2120", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__2120", "bcc_class_4__4693" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:39
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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CC-BY-4.0
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Ag2Co4CuFe2Ir2NbNiPd5Pt2Ru5Sc4Ti3V4W3Y3Zn3
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[ "Ag", "Co", "Cu", "Fe", "Ir", "Nb", "Ni", "Pd", "Pt", "Ru", "Sc", "Ti", "V", "W", "Y", "Zn" ]
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MD_2028434825176984202026169
2024-08-16T15:24:42
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PO_1254703643648723309704004
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MD_2102897190834456678967264
null
[ "data__dataset_A_surface_random__surface_random_train_step_5.xyz__281", "data__dataset_A_surface_random__surface_random_train_step_4.xyz__281", "data__dataset_A_surface_random__surface_random_train_step_1.xyz__281", "data__dataset_A_surface_random__surface_random_train_step_3.xyz__281", "data__dataset_A_surface_random__surface_random_train_step_2.xyz__281", "data__data__dataset_A_surface_random__surface_random_train_step_5.xyz__281", "data__data__dataset_A_surface_random__surface_random_train_step_1.xyz__281", "data__data__dataset_A_surface_random__surface_random_train_step_2.xyz__281", "data__data__dataset_A_surface_random__surface_random_train_step_3.xyz__281", "data__data__dataset_A_surface_random__surface_random_train_step_4.xyz__281" ]
[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:38
10057793847621703433631505001120177264795824618856700906981405479222404639373858323613560835041762438728865542540873831508424587869392775053403487651869425
CO_1005779384762170343363150
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
25
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2024-02-14T12:09:27
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{'source-publication': 'http://doi.org/10.48550/arXiv.2310.07604', 'source-data': 'https://doi.org/10.24435/materialscloud:ps-20', 'other': None}
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AuCu9Fe8Mo5RhTi4Zn8
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[ "Au", "Cu", "Fe", "Mo", "Rh", "Ti", "Zn" ]
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MD_2028434825176984202026169
2024-08-16T14:12:00
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[ "data__dataset_O_bulk_random__bulk_random_train.xyz__361", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__361", "bcc_class_1__4171" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:39
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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MD_2028434825176984202026169
2024-08-16T14:14:44
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PO_1233547257807636042334672
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MD_3089456365708250297963045
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[ "data__dataset_A_surface_random__surface_random_train_step_5.xyz__490", "data__dataset_A_surface_random__surface_random_train_step_4.xyz__490", "data__dataset_A_surface_random__surface_random_train_step_3.xyz__490", "data__dataset_A_surface_random__surface_random_train_step_2.xyz__490", "data__data__dataset_A_surface_random__surface_random_train_step_2.xyz__490", "data__data__dataset_A_surface_random__surface_random_train_step_5.xyz__490", "data__data__dataset_A_surface_random__surface_random_train_step_3.xyz__490", "data__data__dataset_A_surface_random__surface_random_train_step_4.xyz__490" ]
[ "DS_d5zht3ykr8hi_0" ]
2024-02-14T16:56:38
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HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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2024-02-14T12:09:27
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{'source-publication': 'http://doi.org/10.48550/arXiv.2310.07604', 'source-data': 'https://doi.org/10.24435/materialscloud:ps-20', 'other': None}
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{"input": {"# VOSKOWN": "1", "ADDGRID": "True", "ALGO": "Fast", "EDIFF": "1E-6", "ENCUT": "550", "GGA": "PS", "ISMEAR": "1", "ISYM": "0", "KPAR": "2", "LASPH": "True", "LCHARG": "False", "LREAL": "Auto", "LWAVE": "False", "NCORE": "4", "NELM": "150", "PREC": "Accurate", "SIGMA": "0.2", "SYSTEM": "HEAs"}, "hash": "2028434825176984202026169204529447724932403233905864430302249223087952894877105464103570873470115916327177067050014941647248871491403806627395753723343272", "id": "MD_2028434825176984202026169"}
MD_2028434825176984202026169
2024-08-16T14:53:18
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MD_9636301060502329077010851
null
[ "data__dataset_O_bulk_random__bulk_random_train.xyz__906", "data__data__dataset_O_bulk_random__bulk_random_train.xyz__906", "fcc_class_3__11083" ]
[ "DS_hvx1spm3gmia_0", "DS_d5zht3ykr8hi_0" ]
2024-02-15T18:47:40
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CO_1006435778192318593421918
HEA25S_high_entropy_alloys
[ "Arslan Mazitov", "Maximilian A. Springer", "Nataliya Lopanitsyna", "Guillaume Fraux", "Sandip De", "Michele Ceriotti" ]
Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.
[ "Au", "Fe", "Ir", "Mo", "Sc", "V", "Y", "Ag", "Co", "Cr", "Hf", "Ni", "Ta", "Ti", "Pd", "Rh", "Pt", "Nb", "Mn", "Cu", "Lu", "Zn", "Zr", "Ru", "W" ]
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2024-02-14T12:09:27
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2024
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CC-BY-4.0
{'source-publication': 'http://doi.org/10.48550/arXiv.2310.07604', 'source-data': 'https://doi.org/10.24435/materialscloud:ps-20', 'other': None}
10.60732/3c5c6e72
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DS_d5zht3ykr8hi_0
HEA25S_high_entropy_alloys__Mazitov-Springer-Lopanitsyna-Fraux-De-Ceriotti__DS_d5zht3ykr8hi_0
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Dataset

HEA25S high entropy alloys

Description

Dataset from "Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S". Includes 10000 bulk HEA structures (Dataset O), 2640 HEA surface slabs (Dataset A), together with 1000 bulk and 1000 surface slabs snapshots from the molecular dynamics (MD) runs (Datasets B and C), and 500 MD snapshots of the 25 elements Cantor-style alloy surface slabs. These splits, along with their respective train, test, and validation splits, are included as configuration sets.

Additional details stored in dataset columns prepended with "dataset_".

Dataset authors

Arslan Mazitov, Maximilian A. Springer, Nataliya Lopanitsyna, Guillaume Fraux, Sandip De, Michele Ceriotti

Publication

http://doi.org/10.48550/arXiv.2310.07604

Original data link

https://doi.org/10.24435/materialscloud:ps-20

License

CC-BY-4.0

Number of unique molecular configurations

15004

Number of atoms

633387

Elements included

Au, Fe, Ir, Mo, Sc, V, Y, Ag, Co, Cr, Hf, Ni, Ta, Ti, Pd, Rh, Pt, Nb, Mn, Cu, Lu, Zn, Zr, Ru, W

Properties included

energy, atomic forces, cauchy stress

Cite this dataset

Mazitov, A., Springer, M. A., Lopanitsyna, N., Fraux, G., De, S., and Ceriotti, M. HEA25S high entropy alloys. ColabFit, 2024. https://doi.org/10.60732/3c5c6e72

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