Industrial chemical synthesis entails the manufacture of chemicals on a large scope. This process is crucial to various industries, ranging from pharmaceuticals to energy. Enhancing this synthesis is critical in realizing higher yields. Chemical engineers utilize a variety of strategies to optimize