In photovoltaic applications, nanomaterials like quantum dots and nanowires are employed to improve the efficiency of solar cells. These materials can absorb light across a broader spectrum and generate multiple electron-hole pairs per photon, enhancing the overall conversion efficiency of solar energy into electricity.