Computational methods, such as Density Functional Theory (DFT) and molecular dynamics simulations, play a crucial role in complementing experimental characterization. These methods can predict the properties of catalysts, model reaction mechanisms, and provide atomic-level insights that are often beyond the reach of experimental techniques.