Proton transport in water is doubly gated by sequential hydrogen-bond exchange: Neural network potentials training data
Authors/Creators
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)