I am currenlty using variatonal and diffusion Quantum Monte carlo methods to study the total energy of small semiconductor clusters such as silicon and germanium quantum dots. For larger size clusters I am using density functional total energy calculations to examine lowest energy structures. Finally, to study experimentally realistic size systems containing up to 1 million atoms I using semi-empirical pseudpotential techniques.