Because the particles are very small, the surface energy of nanoparticles is higher than that of surface atoms.
These surface atoms have incomplete coordination and high activity, and their volume is much smaller than the internal energy that needs to be increased when the bulk material nanoparticles are melted.
This makes the melting point of nanoparticles drop sharply.