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    <title>Researchdata.se</title>
    <description>Search results</description>
    <language>en</language>
    <item>
      <title>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"</title>
      <description>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.</description>
      <pubDate>Sat, 28 Feb 2026 00:00:00 GMT</pubDate>
      <link>https://researchdata.se/en/catalogue/dataset/doi-10-5281-zenodo-17670909</link>
      <guid>https://researchdata.se/en/catalogue/dataset/doi-10-5281-zenodo-17670909</guid>
      <dc:publisher>Chalmers University of Technology</dc:publisher>
      <dc:creator>Ekborg-Tanner, Pernilla</dc:creator>
      <dc:creator>Erhart, Paul</dc:creator>
    </item>
    <item>
      <title>Data and code for "To every rule there is an exception: A rational extension of Loewenstein's rule"</title>
      <description>This data set contains data and code related to the paper "To every rule there is an exception: A rational extension of Loewenstein’s rule".</description>
      <pubDate>Thu, 31 Dec 2020 00:00:00 GMT</pubDate>
      <link>https://researchdata.se/en/catalogue/dataset/doi-10-5281-zenodo-4287250</link>
      <guid>https://researchdata.se/en/catalogue/dataset/doi-10-5281-zenodo-4287250</guid>
      <dc:publisher>Chalmers University of Technology</dc:publisher>
      <dc:creator>Fant, Magnus</dc:creator>
      <dc:creator>Ångqvist, Mattias</dc:creator>
      <dc:creator>Hellman, Anders</dc:creator>
      <dc:creator>Erhart, Paul</dc:creator>
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