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Data for: High-accuracy thermodynamic properties to the melting point from ab initio calculations aided by machine-learning potentials

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DataCite Commons2024-11-11 更新2025-04-17 收录
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https://darus.uni-stuttgart.de/citation?persistentId=doi:10.18419/darus-3239
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Data for the publication High-accuracy thermodynamic properties to the melting point from ab initio calculations aided by machine-learning potentials, npj Comput. Mater., DOI: <a href="https://doi.org/10.1038/s41524-022-00956-8">10.1038/s41524-022-00956-8</a> (2023) <br> <br> This data set contains <br> - the training sets (VASP files), <br> - the low moment-tensor-potentials (MTPs) and high-MTPs, <br> - the effective quasiharmonic (QH) potentials, <br> - the free energies, <br> - and the final thermodynamic database (properties) for the four unaries: <br> Nb bcc PBE, Ni fcc PBE, Al fcc PBE, Al fcc LDA, Mg hcp PBE, and Mg hcp LDA. (niobium, nickel, aluminum, and magnesium) <br> <br> A flowchart and step-by-step methodology are provided in the Supplementary Information of the publication, and a short method in its main text, for the reproduction of the results.
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DaRUS
创建时间:
2022-10-21
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