Machine learning-assisted exploration of the interfacial valence electron fitting rule for MBene-based single-atom catalysts

Valence electron fitting rules for OER intermediate adsorption, serving as a correction to the d-band center theory. Machine learning-assisted exploration of activity origins and adsorption energy descriptor construction for MBene-type SACs.