Data and code supporting the paper "Competing adsorption of H and CO on Pd-alloy surfaces: Mechanistic insight into the mitigating effect of Cu on CO poisoning"
https://doi.org/10.5281/zenodo.17670909
This record contains machine-learned interatomic potential (MLIP) and cluster expansion (CE) models for the AuCuPd:CO,H system along with reference data from density functional theory (DFT) calculations. Technical details are provided in the associated publication.
MLIP models
Models based on the neuroevolution potential (NEP) architecture are provided in the nep-*.txt files. The "full" model has been trained against all available data whereas the "split" models have been trained against a random selection of 90% structures from the available structures.
Models based on the MACE architecture are provided in the MACE-*.model files.
CE models
Models are provided for (111), (110), and (100) surfaces in the *.ce files along with reference structures in the *.xyz files
Reference data
Reference data from DFT calculations is provided in the reference-structures.db file, which is a sqlite database generated using the ase package.
Gå till källa för data
Öppnas i en ny tabbhttps://doi.org/10.5281/zenodo.17670909
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oai:
oai:zenodo.org:17670909
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