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README.md
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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
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