Scale formation in industrial systems presents significant challenges, demanding effective mitigation strategies. PAPEMP, a phosphonate-based inhibitor , exemplifies a sophisticated approach to scale prevention . Its chemical structure allows for chelation of multivalent cations , primarily calcium and magnesium, hindering the aggregation of sparin