Catalysts function by providing an alternative reaction pathway with a lower activation energy. In homogeneous catalysis, the catalyst and reactants are in the same phase, often leading to more uniform interactions. In heterogeneous catalysis, the reactants adsorb onto the catalyst's surface, where the reaction occurs. Advanced techniques like X-ray crystallography and NMR spectroscopy help in understanding these mechanisms at the molecular level.