Computational tools like density functional theory (DFT) and molecular dynamics simulations are invaluable in understanding and predicting catalytic behavior. These tools allow researchers to explore reaction pathways, optimize catalyst structures, and simulate operating conditions, significantly reducing the time and cost associated with experimental trials.