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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: JARVIS mlearn
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- ---
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- ### Cite this dataset
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- Zuo, Y., Chen, C., Li, X., Deng, Z., Chen, Y., Behler, J., Csányi, G., Shapeev, A. V., Thompson, A. P., Wood, M. A., and Ong, S. P. _JARVIS mlearn_. ColabFit, 2023. https://doi.org/10.60732/f3f6ad68
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- ### View on the ColabFit Exchange
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- https://materials.colabfit.org/id/DS_g9sra4y8efji_0
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- # Dataset Name
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- JARVIS mlearn
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- ### Description
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- The JARVIS_mlearn dataset is part of the joint automated repository for various integrated simulations (JARVIS) database. This dataset contains configurations from the Organic Materials Database (OMDB): a dataset of 12,500 crystal materials for the purpose of training models for the prediction of properties for complex and lattice-periodic organic crystals with large numbers of atoms per unit cell. Dataset covers 69 space groups, 65 elements; averages 82 atoms per unit cell. This dataset also includes classical force-field inspired descriptors (CFID) for each configuration. JARVIS is a set of tools and collected datasets built to meet current materials design challenges.
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- <br>Additional details stored in dataset columns prepended with "dataset_".
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- ### Dataset authors
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- Yunxing Zuo, Chi Chen, Xiangguo Li, Zhi Deng, Yiming Chen, Jörg Behler, Gábor Csányi, Alexander V. Shapeev, Aidan P. Thompson, Mitchell A. Wood, Shyue Ping Ong
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- ### Publication
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- https://doi.org/10.1021/acs.jpca.9b08723
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- ### Original data link
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- https://figshare.com/ndownloader/files/40424156
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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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- 1566
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- ### Number of atoms
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- 115742
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- ### Elements included
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- Si, Cu, Li, Ni, Ge, Mo
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- ### Properties included
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- energy, atomic forces, cauchy stress