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Neural network potentials for accelerated metadynamics of oxygen reduction kinetics at Au–water interfaces

The application of ab initio molecular dynamics (AIMD) for the explicit modeling of reactions at solid–liquid interfaces in electrochemical energy conversion systems like batteries and fuel cells can provide new understandings towards reaction mechanisms. However, its prohibitive computational cost...

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Detalles Bibliográficos
Autores principales: Yang, Xin, Bhowmik, Arghya, Vegge, Tejs, Hansen, Heine Anton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074416/
https://www.ncbi.nlm.nih.gov/pubmed/37035698
http://dx.doi.org/10.1039/d2sc06696c