Various structures with nanometer-scale dimensions can be grown on surfaces by taking advantage of lattice mismatch, crystal symmetry and surfactant species. This provides experimentalists with an array of control parameters to tune the size and shapes of the structures that form. The general principals for attaining this control will be illustrated for various types of Ge nano-islands on Si(001) and also for nano-wires of various silicides on Si(001).