A smart framework to design membranes for organic micropollutants removal

Nature Sustainability, Published online: 25 August 2025; doi:10.1038/s41893-025-01617-6It is crucial, yet challenging, to develop effective polymeric membranes for removing organic micropollutants from water. Here the authors present a data-mechanism-fused machine learning approach to assist the dev…