The materials used in nanobatteries are typically nanoparticles, nanowires, and nanotubes of various substances such as lithium, silicon, and graphene. These materials are chosen for their superior electrical, thermal, and mechanical properties. For example, graphene is often used due to its high electrical conductivity and large surface area.