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Add GST_GAP_22_main files

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  1. README.md +55 -0
  2. co/co_0.parquet +3 -0
  3. ds.parquet +3 -0
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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+ 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: GST GAP 22 main
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+ ---
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+ ### <details><summary>Cite this dataset </summary>Zhou, Y., Zhang, W., Ma, E., and Deringer, V. L. _GST GAP 22 main_. ColabFit, 2023. https://doi.org/10.60732/f2d6e02c</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_r3hav37ufnmb_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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+ GST GAP 22 main
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+ ### Description
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+ The main training dataset for GST_GAP_22, calculated using the PBEsol functional. GST-GAP-22 contains configurations of phase-change materials on the quasi-binary GeTe-Sb2Te3 (GST) line of chemical compositions. Data was used for training a machine learning interatomic potential to simulate a range of germanium-antimony-tellurium compositions under realistic device conditions.
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+ ### Dataset authors
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+ Yuxing Zhou, Wei Zhang, Evan Ma, Volker L. Deringer
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+ ### Publication
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+ https://doi.org/10.1038/s41928-023-01030-x
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+ ### Original data link
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+ https://doi.org/10.5281/zenodo.8208202
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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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+ 2690
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+ ### Number of atoms
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+ 341004
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+ ### Elements included
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+ Ge, Sb, Te
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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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