A multiobjective closed-loop approach towards autonomous discovery of electrocatalysts for nitrogen reduction

Abstract

We propose a multiobjective scoring scheme toward closed-loop computational discovery of electrocatalysts. To demonstrate, we autonomously search over single-atom alloys for active, stable, and cost-effective systems for nitrogen reduction.