Introduction Industrial and urban wastewater treatment faces mounting complexities due to diverse contaminants, including heavy metals, organic compounds, and suspended solids. Modern treatment systems increasingly rely on polyacrylamide (PAM) polymers to address these challenges. With tailored ionic properties (anionic, cationic, nonionic) and molecular weights up to 30 million, PAM...