Tetragonal nanomaterials can be synthesized using various techniques, such as sol-gel methods, hydrothermal synthesis, and chemical vapor deposition (CVD). These methods allow for precise control over the size and shape of the nanoparticles, which is crucial for tailoring their properties for specific applications.