Absolutely. AI and machine learning have the potential to revolutionize the field of catalysis by automating the discovery and optimization processes. Machine learning models can be trained on existing catalytic data to predict the outcomes of new catalytic reactions, optimize reaction conditions, and even suggest new catalyst compositions. This reduces the need for extensive experimental trials and accelerates the pace of discovery.
