Initially, catalysis was largely empirical, relying on trial and error. However, advancements in surface science and spectroscopy have enabled a more systematic approach. The development of heterogeneous catalysis—where catalysts and reactants are in different phases—has been particularly transformative, enabling more efficient industrial processes.