“…However, the low utilization of sunlight, high photogenerated electron–hole complexation rate, and restricted bandwidth of TiO 2 , to a certain extent restrict the application scope and scale of TiO 2 . To overcome these limitations and enhance the photocatalytic activity of TiO 2 , various strategies have been employed, including single doping, − codoping, defect engineering, , surface and interface engineering, , and heterostructure strategies. − Among these strategies, doping has emerged as a potent method to improve the performance of TiO 2 by influencing the crystal and electronic structures of the metal and modifying the semiconductor’s band gap. Me–O–Ti linkages are generated when transition metals are doped into TiO 2 , resulting in a powerful interaction between the metal and TiO 2 .…”