In the field of catalysis, HPC is employed to model and simulate chemical reactions at an atomic level, providing insights that are difficult to obtain through experimental methods alone. Techniques such as Density Functional Theory (DFT) and Molecular Dynamics (MD) are commonly used to study the electronic structure and dynamics of catalytic systems. These simulations help in understanding reaction mechanisms, predicting catalytic activity, and designing new catalysts.