Designing a reactor with the appropriate flow regime involves balancing several factors such as pressure drop, energy consumption, and mechanical stability. Engineers must also consider the properties of the fluid, the desired reaction kinetics, and the physical characteristics of the catalyst. Computational Fluid Dynamics (CFD) simulations are often employed to model and optimize flow regimes in complex reactor systems.