This research investigates how the shape, size, and surface chemistry of carbon nanomaterials influence their ability to remove contaminants from complex wastewater. By systematically testing nanomaterial variations against pollutants such as microplastics and petroleum derivatives, it aims to establish design rules that enable more effective, real-world water treatment technologies.