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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: gpl-2.0
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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: FitSNAP Fe NPJ 2021
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---
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### Cite this dataset
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Nikolov, S., Wood, M. A., Cangi, A., Maillet, J., Marinica, M., Thompson, A. P., Desjarlais, M. P., and Tranchida, J. _FitSNAP Fe NPJ 2021_. ColabFit, 2023. https://doi.org/10.60732/fe28ef5e
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### View on the ColabFit Exchange
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https://materials.colabfit.org/id/DS_ej5u0tuycoph_0
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# Dataset Name
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FitSNAP Fe NPJ 2021
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### Description
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About 2,500 configurations of alpha-Fe used in the training and testing of a ML model with the goal of building magneto-elastic machine-learning interatomic potentials for large-scale spin-lattice dynamics simulations.
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<br>Additional details stored in dataset columns prepended with "dataset_".
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### Dataset authors
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Svetoslav Nikolov, Mitchell A. Wood, Attila Cangi, Jean-Bernard Maillet, Mihai-Cosmin Marinica, Aidan P. Thompson, Michael P. Desjarlais, Julien Tranchida
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### Publication
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https://doi.org/10.1038/s41524-021-00617-2
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### Original data link
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https://github.com/FitSNAP
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### License
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GPL-2.0-only
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### Number of unique molecular configurations
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2517
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### Number of atoms
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61526
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### Elements included
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Fe
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### Properties included
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energy, atomic forces, cauchy stress
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