👉 Ratio engineering is a strategic approach used in chemical and materials science to optimize the composition or proportions of components within a system to achieve desired properties or performance outcomes. By carefully adjusting the ratios of reactants, catalysts, or other elements in a reaction or process, scientists and engineers can fine-tune the final product's characteristics, such as its stability, reactivity, or physical properties. This technique is crucial in fields like pharmaceuticals, where precise ratios can determine the efficacy and safety of a drug, or in materials science, where the right balance of elements can enhance material strength or conductivity. Ratio engineering often involves iterative experimentation and computational modeling to identify the optimal ratios that maximize desired outcomes while minimizing unwanted side effects or costs.