Wednesday, August 19, 2026
Science

AI screens 100,000+ membrane combinations, predicting carbon capture performance within seconds

Reducing carbon dioxide emissions from industrial processes and energy production remains one of the major technological challenges in addressing climate change. Membrane-based gas separation offers an energy-efficient alternative to conventional separation technologies, but identifying membranes th...

AI screens 100,000+ membrane combinations, predicting carbon capture performance within seconds
Image: Phys.org
Reducing carbon dioxide emissions from industrial processes and energy production remains one of the major technological challenges in addressing climate change. Membrane-based gas separation offers an energy-efficient alternative to conventional separation technologies, but identifying membranes that allow gases to pass through rapidly while also separating them effectively has long presented a major materials-design challenge.

Originally published at Phys.org

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