Monte Carlo simulations are valuable for exploring the thermodynamic properties of catalytic systems. They allow researchers to sample different molecular configurations and calculate properties like adsorption energies and phase equilibria. This method is particularly useful for studying heterogeneous catalysis where surface interactions play a significant role.