Molecular dynamics (MD) simulations help in understanding the dynamics of molecules over time. By simulating the movements of atoms and molecules, MD provides insights into how catalysts interact with reactants and how these interactions evolve. This is particularly useful for studying complex systems such as enzymes and heterogeneous catalysts, where the structural flexibility and environmental effects play a crucial role.