Surface functionalization involves the attachment of specific functional groups to the surface of the catalyst. This modification can improve the adsorption and activation of reactants, increase selectivity, and reduce deactivation. For instance, functionalizing carbon nanotubes with oxygen-containing groups can enhance their ability to catalyze oxidation reactions.