%0 Journal Article %T Machine learning for membrane design in energy production, gas separation, and water treatment: a review %A Osman, Ahmed I. %A Nasr, Mahmoud %A Farghali, Mohamed %A Bakr, Sara S. %A Eltaweil, Abdelazeem S. %A Rashwan, Ahmed K. %A Abd El-Monaem, Eman M. %J Environmental Chemistry Letters %V 22 %N 2 %P 505-560 %@ 1610-3653 %D 2024-04-01 %I Springer International Publishing %~ DeepDyve