Chemistry is a quantitative science in which rate processes play a major role. Not only they determine the time-scale for molecular transformations, they also determine the preferential outcome of complex reaction networks, such as those occurring in biological environments, at the solid-gas interface of a catalytic system, in the earth atmosphere and in the interstellar medium. Despite this, the quantitative study of the rate of chemical reactions is largely a young field of research. This is due to both inherent difficulties in obtaining accurate potential energy functions for dynamical simulations and in following the dynamical processes themselves. In this work we summarize the efforts we have made in recent years in this excit...