In the field of computational catalysis, exchange-correlation functionals are a crucial component of density functional theory (DFT), which is widely used to model catalytic processes. These functionals are mathematical expressions that approximate the exchange-correlation energy of a system of electrons. The accuracy of DFT calculations heavily depends on the choice of the exchange-correlation functional.