Add Chig-AIMD_random_test 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: 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: Chig-AIMD random test
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---
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### <details><summary>Cite this dataset </summary>Wang, T., He, X., Li, M., Shao, B., and Liu, T. _Chig-AIMD random test_. ColabFit, 2023. https://doi.org/10.60732/ec7bfb65</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_e08dhew7z0r6_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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Chig-AIMD random test
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### Description
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Test configurations from the 'random' split of Chig-AIMD. This dataset covers the conformational space of chignolin with DFT-level precision. We sequentially applied replica exchange molecular dynamics (REMD), conventional MD, and ab initio MD (AIMD) simulations on a 10 amino acid protein, Chignolin, and finally collected 2 million biomolecule structures with quantum level energy and force records.
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### Dataset authors
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Tong Wang, Xinheng He, Mingyu Li, Bin Shao, Tie-Yan Liu
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### Publication
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https://doi.org/10.6084/m9.figshare.22786730.v4
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### Original data link
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https://doi.org/10.1038/s41597-023-02465-9
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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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198983
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### Number of atoms
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33031178
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### Elements included
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C, H, N, 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:d264f69948db2cb4fd6b308fb9e6aaf33b6108b56dc34a1eff10b00b9cc1ce9f
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size 1567113893
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ds.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:3e2823d7ddb66397926a9c4b7d89e24aaadcf0a3045e8ff474c31926b9449fd8
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size 17658
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