By providing detailed insights into catalytic processes, QMD can guide the design of new catalysts with improved activity, selectivity, and stability. Researchers can test different catalyst materials and reaction conditions in silico, identifying promising candidates before synthesizing them in the lab. This accelerates the development of efficient and sustainable catalytic systems.