Advanced analytics in catalysis involves the use of sophisticated data analysis techniques to understand and optimize catalytic processes. These techniques can range from machine learning and artificial intelligence to big data analytics and computational chemistry. The goal is to extract meaningful insights from large datasets to improve catalytic efficiency, selectivity, and sustainability.