Add CGM-MLP_natcomm2023_Cu-C-O files
Browse files- README.md +55 -0
- co/co_0.parquet +3 -0
- ds.parquet +3 -0
README.md
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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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# 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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co/co_0.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:567ca127538d056d86373d23834dd9533ccd965f43b4f7e87a53859c06b7f808
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size 10733424
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ds.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd10d48a7fbe3c0a17ab6b10d16405211afcc5ec6538df35bff7b6bf08f09c2e
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size 18314
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