Despite the advancements, several challenges exist in process simulations for catalysis. These include the accurate representation of complex reaction mechanisms, the need for extensive computational resources, and the integration of multi-scale models. Addressing these challenges requires continuous development of more sophisticated models, enhanced computational techniques, and improved experimental validation.