Machine learning guidelines for designing next-generation nanocomposite membranes for CO2 capture

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Green Chem., 2026, Advance Article
DOI: 10.1039/D5GC05552K, Critical Review
Doaa Sallam, Basamat S. Shaheen, Nageh K. Allam
Escalating CO2 emission levels underscore the urgent need for scalable and high-performance carbon capture membranes. Integrating machine learning across membrane design and optimization stages can significantly accelerate technological advancement.
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