Several factors can influence the surface energy of nanomaterials. These include surface roughness, chemical composition, and the presence of functional groups. Surface roughness can increase the actual surface area, thereby affecting the measured surface energy. The chemical composition, including the types of atoms and their arrangement, plays a crucial role as well. Functional groups, such as hydroxyl or carboxyl groups, can significantly alter the surface energy by introducing additional interactions.