Beyond potential energy surface benchmarking: a complete application of machine learning to chemical reactivity

Xingyi Guan, Joseph Heindel, Taehee Ko +2

We train an equivariant machine learning model to predict energies and forces for a real-world study of hydrogen combustion under conditions of finite temperature and pressure. Thi…