1. Carbon-based nanocomposite membranes are being developed to enhance membrane distillation efficiency, particularly for desalination and wastewater treatment. 2. These membranes, incorporating materials like carbon nanotubes and graphene, show improved mechanical strength, thermal conductivity, and hydrophobicity. 3. Challenges include stability under operational conditions and the need for better understanding of transport mechanisms in membrane distillation.