In the context of catalysis, complex flow patterns refer to the intricate and often non-linear movement of reactants, intermediates, and products within a catalytic reactor. These flow patterns can significantly impact the efficiency, selectivity, and stability of catalytic processes. Understanding and controlling these patterns is crucial for optimizing catalytic reactions and reactor design.