How Does Machine Learning Improve Catalysis Research?
ML improves catalysis research by enabling high-throughput screening of potential catalysts, reducing the time and resources needed for experimental trials. It can predict the performance of new catalytic materials, optimize reaction conditions, and even discover novel catalysts that might not be identified through traditional methods.