Various nanomaterials such as carbon nanotubes (CNTs), graphene oxide (GO), and nanoparticles like titanium dioxide (TiO2) and silver (Ag) are incorporated into RO membranes. These materials enhance the structural and functional properties of the membranes, leading to superior filtration performance.