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Machine learning-accelerated prediction of overpotential of oxygen evolution reaction of single-atom catalysts

The oxygen evolution reaction (OER) is a critical reaction for energy-related applications, yet suffers from its slow kinetics and large overpotential. It is desirable to develop effective OER electrocatalysts, such as single-atom catalysts (SACs). Here, we demonstrate machine learning (ML)-accelera...

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Detalles Bibliográficos
Autores principales: Wu, Lianping, Guo, Tian, Li, Teng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8099497/
https://www.ncbi.nlm.nih.gov/pubmed/33997683
http://dx.doi.org/10.1016/j.isci.2021.102398