Deep learning streamlines identification of 2D materials
Peer-Reviewed Publication
Updates every hour. Last Updated: 9-May-2025 22:09 ET (10-May-2025 02:09 GMT/UTC)
Industrial gas separation, essential for clean energy and environmental protection, demands efficiency and adaptability. Current materials, however, lack the flexibility to selectively separate gases like carbon dioxide (CO₂) and hydrogen (H₂) while remaining energy-efficient. Researchers at the Institute for Integrated Cell-Material Sciences (WPI-iCeMS) at Kyoto University and the Department of Chemical Engineering at National Taiwan University have developed a phase-transformable membrane that could meet these needs.