We review the theoretical basis for quantum mechanical modelling of Nano-structures, placing particular emphasis in Density Functional Theory (DFT). We consider applications of DFT to determine the thermo dynamical stability of niobium sulfide Nano-catalysts promoted by transition metals. We discuss applications to the HDS (Hydrodesulfurization) process for Thiophene.