Machine learning guidelines for designing next-generation nanocomposite membranes for CO <sub>2</sub> capture
Escalating CO 2 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.
Authors
- Basamat S. Shaheen (ORCID: https://orcid.org/0000-0001-6969-1389)
- Nageh K. Allam (ORCID: https://orcid.org/0000-0001-9458-3507)
- Doaa Sallam
Institutions
- American University in Cairo (EG)
Publication Details
- Journal
- Green Chemistry
- Published
- 2025-11-25
- DOI
- https://doi.org/10.1039/d5gc05552k
- Citations
- 2
- Primary Topic
- Carbon Dioxide Capture Technologies
- Type
- article
- Field-Weighted Citation Impact
- 1.43