Computational Fluid Dynamics (CFD) is used to simulate the flow of reactants and products within catalytic reactors. CFD models provide detailed insights into the fluid flow patterns, temperature distribution, and mass transfer phenomena. This information is essential for designing reactors with optimal flow characteristics, enhancing catalyst performance, and scaling up processes from lab to industrial scale.