Fine-tuning universal machine learning potentials for transition state search in surface catalysis

Raffaele Cheula, Mie Andersen, John R. Kitchin

Determining transition states (TSs) of surface reactions is central to understanding and designing heterogeneous catalysts but remains computationally prohibitive with density func…