There are various methods to synthesize CeO2 nanoparticles, including sol-gel, hydrothermal, and precipitation techniques. Each method offers control over particle size, shape, and crystallinity, which are crucial for their performance in different applications. For example, the hydrothermal method involves the crystallization of cerium precursors under high pressure and temperature, resulting in highly crystalline nanoparticles.