Self-cleaning membranes are advanced materials designed to maintain their performance by preventing the buildup of contaminants on their surfaces. These membranes are crucial in various applications, including water purification, air filtration, and chemical processing. The self-cleaning property is often achieved through catalytic reactions that break down organic pollutants or through surface modifications that repel contaminants.