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
Pernilla Ekborg-Tanner and Paul ErhartCompeting adsorption of H and CO on Pd-alloy surfaces: Mechanistic insight into the mitigating effect of Cu on CO poisoningdoi: https://doi.org/10.48550/arXiv.2603.00776
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
https://doi.org/10.5281/zenodo.17670909
Citering och åtkomst
Citering och åtkomst
Tillgänglighetsnivå:
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Ämnesområde och nyckelord
Ämnesområde och nyckelord
Standard för svensk indelning av forskningsämnen 2025:
Nyckelord:
- Cluster expansions
- Machine-learned interatomic potential
- Neuroevolution potential
- Monte Carlo simulations
- Surfaces
- Surface segregation
Relationer
Relationer
Är ett komplement till:
arXiv:2603.00776
Är version av:
Metadata
Metadata
