Quantum chemistry aids in the rational design of catalysts by predicting how changes in catalyst composition and structure affect performance. It allows for the screening of potential catalysts before experimental testing, saving time and resources. By understanding the relationship between electronic structure and catalytic activity, researchers can tailor catalysts for specific reactions, enhancing selectivity and efficiency.