The choice of materials for the photoelectrodes and catalysts is crucial. Materials such as TiO2, hematite (Fe2O3), and bismuth vanadate (BiVO4) are commonly used. These materials are chosen for their ability to absorb sunlight, generate electron-hole pairs efficiently, and resist corrosion in the electrolyte.