How Does Ambiguity Affect the Design of Catalysts?
Ambiguity in understanding catalytic mechanisms and active sites can hinder the rational design of new catalysts. Researchers often rely on trial-and-error approaches or empirical rules, which may not always lead to optimal solutions. Advanced computational methods and machine learning are being increasingly used to address these challenges by providing deeper insights and predictive capabilities.