Technological advancements in polymeric and ceramic membrane materials, thin-film composite membranes, surface modification technologies, anti-fouling coatings, and energy-efficient filtration systems are transforming the nanofiltration membrane industry. These innovations are improving separation efficiency, extending membrane lifespan, reducing operating costs, and expanding applications...