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- ---
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- configs:
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- - config_name: default
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- data_files: "main/*.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 train
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- ---
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- ### Cite this dataset
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- Wang, T., He, X., Li, M., Shao, B., and Liu, T. _Chig-AIMD random train_. ColabFit, 2023. https://doi.org/10.60732/fac841ac
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- ### View on the ColabFit Exchange
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- https://materials.colabfit.org/id/DS_dsikv10na4f8_0
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- # Dataset Name
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- Chig-AIMD random train
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- ### Description
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- Training 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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- <br>Additional details stored in dataset columns prepended with "dataset_".
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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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- 1592677
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- ### Number of atoms
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- 264384382
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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