Self-cleaning membranes utilize nanostructures and nanomaterials to create surfaces that either repel contaminants or facilitate easy removal. For instance, superhydrophobic surfaces can prevent water and other liquids from adhering, while photocatalytic coatings can break down organic pollutants when exposed to light.