Amol P. Amrute

Data-driven massive reaction networks reveal mechanistic pathways underlying catalytic CO2 hydrogenation

Heterogeneous catalytic pathways for clean energy conversion involve thousands of elementary steps, but most models involve only a few dozen reactions. We combine extensive density functional theory calculations, machine learning for activation barrier prediction, and human intel...