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Published June 18, 2024 | Version 1.0.0
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Proton transport in water is doubly gated by sequential hydrogen-bond exchange: Neural network potentials training data

  • 1. ROR icon École Normale Supérieure - PSL
  • 2. ROR icon Sorbonne Université
  • 3. ROR icon Centre National de la Recherche Scientifique
  • 4. University of Kansas

Description

Neural network potentials of an excess proton in bulk water, training data

This dataset contains 2188 configurations labeled at two hybrid DFT levels (revPBE0-D3 and B3LYP-D3).

The configurations are given as a single XYZ file: configurations.xyz

The box dimensions are written in box.txt

The energies for all configurations at a given level of theory are written in energies_LEVEL.txt (one configuration per line)

The atomic forces for each configuration at a given level of theory are gathered in a XYZ file: forces_LEVEL.xyz

The relative displacements of the Wannier centroids, with respect to the closest oxygen atom, for each configuration at a given level of theory, are in the following XYZ file: wannier-centroids-displacements_LEVEL.xyz

Files

README.md

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Additional details

Related works

Is described by
Preprint: 10.26434/chemrxiv-2024-tx5t7 (DOI)
Journal article: 10.1038/s41557-024-01593-y (DOI)