Chemoinformatics involves the use of computational methods and software to store, analyze, and visualize chemical data. It encompasses various aspects such as molecular modeling, database management, machine learning, and data mining. In the context of catalysis, chemoinformatics aids in understanding the structure-activity relationships and predicting the performance of catalysts.