Improved algorithms in catalysis refer to advanced computational methods designed to enhance the efficiency, accuracy, and predictability of catalytic processes. These algorithms utilize modern computing technologies like machine learning, artificial intelligence, and quantum computing to solve complex problems in catalytic chemistry. The aim is to optimize catalytic reactions, reduce computational costs, and predict the behavior of new catalytic materials.