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Add Carbon_GAP_JCP_2020_train files

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README.md ADDED
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+ ---
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+ configs:
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+ - config_name: default
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+ data_files: "co/*.parquet"
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+ - config_name: info
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+ data_files: "ds.parquet"
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+ - config_name: configuration_sets
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+ data_files: "cs/*.parquet"
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+ - config_name: config_set_mapping
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+ data_files: "cs_co_map/*.parquet"
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+ license: cc-by-4.0
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+ tags:
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+ - molecular dynamics
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+ - mlip
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+ - interatomic potential
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+ pretty_name: Carbon GAP JCP 2020 train
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+ ---
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+ ### <details><summary>Cite this dataset </summary>Rowe, P., Deringer, V. L., Gasparotto, P., Csányi, G., and Michaelides, A. _Carbon GAP JCP 2020 train_. ColabFit, 2023. https://doi.org/10.60732/9d095830</details>
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+ #### This dataset has been curated and formatted for the ColabFit Exchange
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+ #### This dataset is also available on the ColabFit Exchange:
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+ https://materials.colabfit.org/id/DS_sz9me9r61581_0
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+ #### Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.
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+ https://materials.colabfit.org
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+ <br><hr>
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+ # Dataset Name
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+ Carbon GAP JCP 2020 train
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+ ### Description
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+ Training data generated for GAP-20. 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.
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+ ### Dataset authors
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+ Patrick Rowe, Volker L. Deringer, Piero Gasparotto, Gábor Csányi, Angelos Michaelides
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+ ### Publication
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+ https://doi.org/10.1063/5.0005084
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+ ### Original data link
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+ https://www.repository.cam.ac.uk/handle/1810/307452
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+ ### License
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+ CC-BY-4.0
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+ ### Number of unique molecular configurations
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+ 6088
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+ ### Number of atoms
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+ 400275
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+ ### Elements included
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+ C
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+ ### Properties included
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+ energy, atomic forces, cauchy stress
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+ <br>
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+ <hr>
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+
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+ # Usage
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+ - `ds.parquet` : Aggregated dataset information.
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+ - `co/` directory: Configuration rows each include a structure, calculated properties, and metadata.
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+ - `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.
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+ - `cs_co_map/` directory : The mapping of configurations to configuration sets (if defined).
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+ <br>
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+ #### ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files:
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+ - [Parquet parsing: example code](https://materials.colabfit.org/docs/how_to_use_parquet)
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+ - [Dataset info schema](https://materials.colabfit.org/docs/dataset_schema)
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+ - [Configuration schema](https://materials.colabfit.org/docs/configuration_schema)
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+ - [Configuration set schema](https://materials.colabfit.org/docs/configuration_set_schema)
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+ - [Configuration set to configuration mapping schema](https://materials.colabfit.org/docs/cs_co_mapping_schema)
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