The challenge of contaminated groundwater necessitates increasingly refined purification solutions. Conventional techniques often fail with complex pollutant mixtures, prompting engineers to explore novel approaches. These include bioaugmentation, using microbes to metabolize harmful substances, nanomaterials, providing distinctive features for pol