Reinforcement learning amortizes transition-state physics into one-step flow models

Yunyang Li, Zechang Sun, Kuang Yu +3

Transition-state searches remain a major bottleneck in reaction discovery, as identifying valid saddle-point structures requires numerous expensive quantum-chemical calculations. G…