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Add CGM-MLP_natcomm2023_Cu-C-O 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: mit
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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: CGM-MLP natcomm2023 Cu-C-O
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+ ---
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+ ### <details><summary>Cite this dataset </summary>Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. _CGM-MLP natcomm2023 Cu-C-O_. ColabFit, 2024. https://doi.org/10.60732/215303a5</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_xho213jy5pf9_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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+ CGM-MLP natcomm2023 Cu-C-O
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+ ### Description
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+ Training simulations from CGM-MLP_natcomm2023 of carbon on an oxygen-contaminated Cu surface. This dataset was one of the datasets used in training during the process of producing an active learning dataset for the purposes of exploring substrate-catalyzed deposition on metal surfaces such as Cu(111), Cr(110), Ti(001), and oxygen-contaminated Cu(111) as a means of controllable synthesis of carbon nanomaterials. The combined dataset includes structures from the Carbon_GAP_20 dataset and additional configurations of carbon clusters on a Cu, Cr and Ti surfaces.
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+ ### Dataset authors
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+ Di Zhang, Peiyun Yi, Xinmin Lai, Linfa Peng, Hao Li
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+ ### Publication
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+ https://doi.org/10.1038/s41467-023-44525-z
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+ ### Original data link
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+ https://github.com/sjtudizhang/CGM-MLP
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+ ### License
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+ MIT
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+ ### Number of unique molecular configurations
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+ 1717
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+ ### Number of atoms
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+ 387151
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+ ### Elements included
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+ C, Cu, O
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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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