A reaction network in catalysis is a complex web of interconnected chemical reactions where multiple reactants, intermediates, and products interact. These networks are often influenced by the presence of a catalyst, which can alter the pathway and rates of reactions. Understanding these networks is crucial for optimizing catalytic processes in various industrial applications.