Proton transport in water is doubly gated by sequential hydrogen-bond exchange: Neural network potentials training data
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
Files
(47.6 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:bce3c849ef9de5e3012c746e67027e59
|
51 Bytes | Preview Download |
|
md5:64851ccbaa1cb473060b8fabb25e734e
|
12.6 MB | Download |
|
md5:637c44a23127f1d74859febba65ba5a1
|
42.9 kB | Preview Download |
|
md5:242e7e452b98d183df97e2def31dc44b
|
42.8 kB | Preview Download |
|
md5:901cc497d7996a142958cba8eb5d0c8a
|
12.9 MB | Download |
|
md5:dde479afc6c597829bc83e17f93b5c8e
|
12.9 MB | Download |
|
md5:2fc4435eaf0e09e776f11db92e3531a7
|
754 Bytes | Preview Download |
|
md5:37c634a02acabda36984050690836663
|
4.6 MB | Download |
|
md5:8d0540d64f7fe827c6a9a77902520c67
|
4.6 MB | Download |
Additional details
Related works
- Is described by
- Preprint: 10.26434/chemrxiv-2024-tx5t7 (DOI)
- Journal article: 10.1038/s41557-024-01593-y (DOI)