Unravelling the origin of bifunctional OER/ORR activity for single-atom catalysts supported on C 2 N by DFT and machine learning

A group of bifunctional oxygen evolution/reduction reaction single-atom catalysts supported on C 2 N, is proposed. The origin of their high catalytic activity is elucidated by density functional theory calculations and machine learning modelling.