We study fundamental processes in surface science and heterogeneous catalysis and explore different systems using electronic structure techniques and kinetic simulations. Our activities are based on our efforts during the past years to develop strategies for linking first principles calculations and models for reaction kinetics. This allows us to predict catalyst activity from first-principles. In addition to the exploration of the potential energy surface for the reaction, we will perform theoretical spectroscopy to aid interpretation of different types of spectroscopic signatures.