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Add DeePMD_SE 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: lgpl-3.0
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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: DeePMD SE
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+ ---
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+ ### <details><summary>Cite this dataset </summary>Zhang, L., Han, J., Wang, H., Saidi, W. A., Car, R., and E, W. _DeePMD SE_. ColabFit, 2023. https://doi.org/10.60732/d5518670</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_k85kj1kiekip_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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+ DeePMD SE
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+ ### Description
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+ 127,000 configurations from a dataset used to benchmark and train a modified DeePMD model called DeepPot-SE, or Deep Potential - Smooth Edition
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+ ### Dataset authors
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+ Linfeng Zhang, Jiequn Han, Han Wang, Wissam A. Saidi, Roberto Car, Weinan E
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+ ### Publication
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+ https://papers.nips.cc/paper_files/paper/2018/file/e2ad76f2326fbc6b56a45a56c59fafdb-Paper.pdf
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+ ### Original data link
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+ https://www.aissquare.com/datasets/detail?pageType=datasets&name=deepmd-se-dataset
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+ ### License
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+ LGPL-3.0-only
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+ ### Number of unique molecular configurations
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+ 126631
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+ ### Number of atoms
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+ 26210897
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+ ### Elements included
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+ Al, C, Co, Cr, Cu, Fe, Ge, H, Mn, Mo, N, Ni, O, Pt, S, Si, Ti
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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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