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int32
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string
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2025-04-16T18:43:26
DS_on6fusdw5n8q_0
1
VASP
DFT/optB88-vdW
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2025-04-16T18:30:26
DS_on6fusdw5n8q_0
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VASP
DFT/optB88-vdW
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2025-04-16T16:08:40
DS_on6fusdw5n8q_0
1
VASP
DFT/optB88-vdW
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2025-04-16T15:43:19
DS_on6fusdw5n8q_0
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2025-04-16T20:50:01
DS_on6fusdw5n8q_0
1
VASP
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2025-04-16T21:44:51
DS_on6fusdw5n8q_0
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DFT/optB88-vdW
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2025-04-17T17:45:49
DS_on6fusdw5n8q_0
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DFT/optB88-vdW
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PO_1001211322965057053689593
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2025-04-16T17:20:02
DS_on6fusdw5n8q_0
1
VASP
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2025-04-16T21:43:16
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2025-04-16T15:44:13
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2025-04-16T17:52:43
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2025-04-16T21:14:40
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2025-04-16T17:48:31
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End of preview. Expand in Data Studio

Cite this dataset Rowe, P., Deringer, V. L., Gasparotto, P., Csányi, G., and Michaelides, A. Carbon GAP JCP 2020. ColabFit, 2023. https://doi.org/10.60732/fd1b78a8

This dataset has been curated and formatted for the ColabFit Exchange

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https://materials.colabfit.org/id/DS_on6fusdw5n8q_0

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Dataset Name

Carbon GAP JCP 2020

Description

GAP-20 describes the properties of the bulk crystalline and amorphous phases, crystal surfaces, and defect structures with an accuracy approaching that of direct ab initio simulation, but at a significantly reduced cost. The final potential is fitted to reference data computed using the optB88-vdW density functional theory (DFT) functional.

Dataset authors

Patrick Rowe, Volker L. Deringer, Piero Gasparotto, Gábor Csányi, Angelos Michaelides

Publication

https://doi.org/10.1063/5.0005084

Original data link

https://www.repository.cam.ac.uk/handle/1810/307452

License

CC-BY-4.0

Number of unique molecular configurations

16906

Number of atoms

1270764

Elements included

C

Properties included

energy, atomic forces, cauchy stress


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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