Theoretical methods are crucial because they: - Allow for the exploration of reaction landscapes without the need for extensive experimental trials. - Provide a molecular-level understanding of catalytic processes. - Help in the identification of active sites and reaction intermediates. - Facilitate the prediction of catalyst performance and longevity.