Revolutionizing ORR catalyst design through computational methodologies and materials informatics

Abstract

The combination of density functional theory (DFT), machine learning, descriptor-based analysis, and computational hydrogen electrode is pivotal in discovering novel classed of active catalysts for oxygen reduction reaction (ORR).