Recent advances in catalyst design, such as the development of nanostructured catalysts and single-atom catalysts, have greatly improved energy efficiency. These catalysts offer high surface area and unique electronic properties, leading to enhanced catalytic activity and selectivity. This reduces the energy required for chemical transformations and increases the overall efficiency of the process.