Many heterogeneous
reactions catalyzed by nanoparticles occur at
relatively high temperatures, which may modulate the surface morphology
of nanoparticles during reaction. Inspired by the discovery of dynamic
formation of active sites on gold nanoparticles, we explore theoretically
the nature of the highly mobile atoms on the surface of nanoparticles
of various sizes for 11 transition metals. Using molecular dynamics
simulations, on a 3 nm Fe nanoparticle as an example, the effect of
surface premelting and overall melting on the structure and physical
properties of the nanoparticles is analyzed. When the nanoparticle
is heated up, the atoms in the outer shell appear amorphous already
at 900 K. Surface premelting is reached at 1050 K, with more than
three liquid atoms, based on the Lindemann criterion. The activated
atoms may transfer their extra kinetic energy to the rest of the nanoparticle
and activate other atoms. The dynamic studies indicate that the number
of highly mobile atoms on the surface increases with temperature.
Those atoms with a high Lindemann index, usually located on the edges
or vertices, attain much higher kinetic energy than other atoms and
potentially form different active sites in situ. When the temperature
passes the surface premelting temperature, a drastic change in the
coordination number (SCN) of the surface atoms occurs, with attendant
dramatic broadening of the distribution of the SCN, suppling active
sites with more diverse atomic coordination numbers. The electronic
density of states of a nanoparticle tends to “equalize”,
due to the breaking of the translational symmetry of the atoms in
the nanoparticle, and the d-band center of the nanoparticle moves
further away from the Fermi level as the temperature increases. Besides
Au, other nanoparticles of the transition metals, such as Pt, Pd,
and Ag, may also have active sites easily formed in situ.