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A Pragmatic Transfer Learning Approach for Oxygen Vacancy Formation Energies in Oxidic Ceramics

Lower oxygen vacancy formation energy is one of the requirements for air electrode materials in solid oxide cells applications. We introduce a transfer learning approach for oxygen vacancy formation energy prediction for some ABO [Formula: see text] perovskites from a two-species-doped system to fou...

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Detalles Bibliográficos
Autores principales: Yin, Xiaoyan, Spatschek, Robert, Menzler, Norbert H., Hüter, Claas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9031526/
https://www.ncbi.nlm.nih.gov/pubmed/35454572
http://dx.doi.org/10.3390/ma15082879