Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing the field of catalysis by offering advanced tools for data analysis, prediction, and optimization. These technologies help in understanding complex catalytic processes, discovering new catalysts, and improving existing ones. Their ability to process vast amounts of data and identify patterns that are not easily noticeable by human researchers makes them invaluable in catalysis research.