Theoretical foundations of Monte Carlo (MC), Molecular Dynamics (MD) and other advanced simulation techniques with respect to atomistic phenomena in computational materials science, such as e.g. precipitation strengthening in steels. Another focus is set on dislocation theory including dislocation dynamics applications for the understanding of local deformation processes in metallic materials. Self consistent methods and damage mechanical modelling with examples in the development of new composite materials conclude this course.