Computational methods, such as Density Functional Theory (DFT) and Molecular Dynamics (MD), have become invaluable tools in predicting the behavior of catalytic systems. These methods allow researchers to model complex reactions at the atomic level, providing insights into reaction mechanisms and catalyst surface interactions. By comparing computational predictions with experimental results, researchers can refine their models to achieve higher accuracy.