Controlling the shape and morphology of nanomaterials involves several synthesis methods, including chemical vapor deposition, sol-gel processes, and hydrothermal synthesis. By adjusting parameters like temperature, concentration, and time, researchers can tailor the shape and morphology to meet specific needs.