Absorption peaks refer to specific wavelengths of light at which materials absorb the most energy. These peaks are crucial in nanotechnology because they provide insights into the electronic and structural properties of nanoparticles. By analyzing these peaks, scientists can determine the size, shape, and composition of nanomaterials.