Mechanical deformation at the nanoscale involves the alteration of a material's structure when subjected to stress or strain at dimensions between 1 to 100 nanometers, where quantum and surface effects become significant. This process can result in unique mechanical properties that differ from bulk materials, often leading to enhanced strength, flexibility, or other novel characteristics.