Catalysis involves the acceleration of chemical reactions by catalysts, which are substances that increase the rate of a reaction without being consumed in the process. The design and optimization of catalysts require a deep understanding of the electronic structure of the molecules involved. TPSS functional provides a more accurate description of the exchange-correlation energy, which is crucial for predicting reaction mechanisms, activation energies, and thus the efficiency of catalysts.