Catalytic process simulations are essential for several reasons. They help in understanding the mechanisms of catalysis at a molecular level, which is often challenging to observe experimentally. Simulations can also save time and resources by predicting the performance of catalysts under various conditions. This predictive power is particularly valuable for designing new catalysts and scaling up processes from the laboratory to industrial scale.