Nanomaterials, such as graphene, carbon nanotubes, and quantum dots, exhibit unique electrical, thermal, and optical properties that can significantly boost the efficiency of energy conversion devices. For instance, graphene-based photovoltaic cells can achieve higher energy conversion efficiencies due to their excellent conductivity and transparency.