High-performing nanocatalyst screened via machine learning and confirmed experimentally

In this issue of Chem Catalysis, Han and co-workers combine first-principles calculations with a machine-learning technique to search ternary electrocatalyst for oxygen reduction reaction. The predicted promising PtFeCu nanoparticles were validated by experimental tests, showing both higher activity and more durable stability than commercial Pt/C.