Theoretical analysis is crucial for several reasons. First, it provides a fundamental understanding of the catalytic processes, which is essential for improving existing catalysts and discovering new ones. Second, it offers the ability to predict the behavior of catalysts under different conditions, which can save both time and resources compared to experimental trial-and-error methods. Third, it helps in identifying the active sites of catalysts and understanding the role of electronic and geometric factors in catalysis.
