Titanium dioxide (TiO2) has emerged as a critical support material for catalysts due to its exceptional physical and chemical properties, including high stability, tunable electronic characteristics, and the capacity to form oxygen vacancies . These oxygen vacancies, particularly on the TiO2 surface, play a pivotal role in catalytic processes by enhancing reactivity and enabling TiO2 to act as a reducible oxide support .