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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: 3BPA train 300K
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- ---
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- ### Cite this dataset
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- Kovács, D. P., Oord, C., Kucera, J., Allen, A. E. A., Cole, D. J., Ortner, C., and Csányi, G. _3BPA train 300K_. ColabFit, 2023. https://doi.org/10.60732/5f5bae68
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- ### View on the ColabFit Exchange
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- https://materials.colabfit.org/id/DS_hu0btdblv8x6_0
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- # Dataset Name
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- 3BPA train 300K
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- ### Description
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- Training configurations with MD simulations performed at 300K from 3BPA, used to showcase the performance of linear atomic cluster expansion (ACE) force fields in a machine learning model to predict the potential energy surfaces of organic molecules.
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- <br>Additional details stored in dataset columns prepended with "dataset_".
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- ### Dataset authors
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- Dávid Péter Kovács, Cas van der Oord, Jiri Kucera, Alice E. A. Allen, Daniel J. Cole, Christoph Ortner, Gábor Csányi
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- ### Publication
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- https://doi.org/10.1021/acs.jctc.1c00647
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- ### Original data link
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- https://doi.org/10.1021/acs.jctc.1c00647
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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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- 500
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- ### Number of atoms
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- 13500
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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