Abstract
Computational Chemistry has acquired a prominent role and is nowadays a fundamental technique to predict the properties of systems and also to interpret and understand the outcome of sophisticated experiments. In this paper, we focus on the latter and show through a compilation of examples where direct interpretation of experiments is cumbersome. This is the case of adsorbed species on
substrates and their influence on the reaction mechanisms heterogeneously catalyzed.