How is Machine Learning Changing Computational Catalysis?
Machine learning (ML) is increasingly being integrated into computational catalysis. ML models can predict reaction outcomes and catalyst properties with significantly reduced computational effort compared to traditional methods. This approach allows researchers to screen larger datasets and identify promising catalysts more efficiently.