Abstract: Arrays of nanosized three dimensional islands are known to self\|assemble spontaneously on strained epitaxial thin films. Other structures including anti\|dots and quantum molecules have also been observed under appropriate growth or annealing conditions. We discuss recent progress on kinetic Monte Carlo simulations of the self\|assembly of these structures.