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Machine-learning-assisted discovery of highly efficient high-entropy alloy catalysts for the oxygen reduction reaction

High-entropy alloys (HEAs) have recently been applied in the field of heterogeneous catalysis benefiting from vast chemical space. However, huge chemical space also brings extreme challenges for the comprehensive study of HEAs by traditional trial-and-error experiments. Therefore, the machine learni...

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Detalles Bibliográficos
Autores principales: Wan, Xuhao, Zhang, Zhaofu, Yu, Wei, Niu, Huan, Wang, Xiting, Guo, Yuzheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9481945/
https://www.ncbi.nlm.nih.gov/pubmed/36124306
http://dx.doi.org/10.1016/j.patter.2022.100553