Single-atom alloy catalysts designed by first-principles calculations and artificial intelligence

Abstract

Single-atom metal alloys attract considerable interest as alternative metal hydrogenation catalysts. Here the authors combine first-principles calculations with compressed-sensing data-analytics approaches to develop stability and activity’s descriptors for screening single atom alloy catalysts.