In the case of doped Titanium dioxide photocatalysts, the introduction of dopants such as B (boron), CE (cerium), and AG (silver) can significantly alter the electronic structure of the material. These dopants introduce new energy states within the band gap or near the band edges, which can result in the absorption of visible light and, consequently, a reduction in the band gap energy.