Introduction Polyurethane rigid foams (PURFs) are widely used in various applications, including insulation, construction, packaging, and automotive industries, due to their excellent thermal insulation properties, high strength-to-weight ratio, and versatility. The formation of PURF involves a complex chemical reaction between polyol, isocyanate, and various additives, with catalysts playing a critical role in controlling the reaction...