In the pursuit of green chemical production, catalyst recovery emerges as a pivotal technique. Recovering catalysts not only minimizes waste generation but also reduces the reliance on rare resources. Optimized catalyst recovery strategies can significantly impact the profitability of industrial processes by reducing production costs and environmen