One of the main challenges is achieving uniform distribution of reactants across the catalyst surface. Uneven mass flow can result in hot spots or areas of low activity, reducing the overall efficiency of the process. Another challenge is handling the mass flow of multi-phase systems, where gas, liquid, and solid phases must be managed simultaneously.