Machine learning and artificial intelligence (AI) have revolutionized the field of catalysis by significantly enhancing predictive power. These technologies can handle large volumes of data and identify complex correlations that traditional methods might miss. For example, neural networks and decision trees are often used to predict reaction outcomes and optimize catalyst properties.