_Defects_ in the catalyst's atomic structure, such as vacancies or dislocations, can create new active sites or alter existing ones, thereby affecting the catalyst's performance. _Doping_—the intentional introduction of different atoms into the catalyst—can also modify its electronic and structural properties, enhancing its activity, selectivity, or stability.