What is the Role of Machine Learning in Catalysis?
Machine learning (ML) is transforming the field of catalysis by enabling the prediction and optimization of catalytic processes. Traditional methods of catalyst design often involve trial and error, which can be time-consuming and costly. ML techniques offer a data-driven approach, allowing researchers to analyze vast datasets, identify patterns, and predict outcomes with high accuracy.
