Advanced antifouling performance of PSF HNT Al2O3 GO membranes through a synergistic approach using nanocomposite tuning and machine learning
IntroductionThis work examines the antifouling characteristics of a new polysulfone (PSF) ultrafiltration membrane augmented with halloysite nanotubes (HNT) and Al2O3-GO.MethodsThe membrane was prepared by phase separation with different PSF and HNT/Al2O3-GO concentrations. Protein removal, resistan...
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| Principais autores: | , , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Frontiers Media S.A.
2025-12-01
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| coleção: | Frontiers in Environmental Science |
| Assuntos: | |
| Acesso em linha: | https://www.frontiersin.org/articles/10.3389/fenvs.2025.1644091/full |
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