Machine Learning-Driven Rational Design of Organic Electro-Oxidation Catalysts: A Mechanism-Embedded Approach to Selectivity Engineering.
Organic electro-oxidation (OEO) uses electrons to drive selective organic transformations under ambient conditions, offering a sustainable alternative to high-temperature, high-pressure oxidation and contributing to the decarbonization of chemical manufacturing. However, OEO systems typically break linear scaling relat...