Machine learning framework for oxytetracycline removal using nanostructured cupric oxide supported on magnetic chitosan alginate biocomposite

Machine learning framework for oxytetracycline removal using nanostructured cupric oxide supported on magnetic chitosan alginate biocomposite

Abstract This research proposes a machine learning controlled method for removing the antibiotic oxytetracycline (OTC) from liquids through the use of nanostructured cupric oxide (CuO) nanoparticles. These nanoparticles are attached to magnetic chitosan/alginate biocomposites (CuO-M-CAB). The datase...

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Bibliographic Details
Main Authors: Hassan Rasoulzadeh, Hossein Azarpira, Mojtaba Pourakbar, Amir Sheikhmohammadi, Alieh Rezagholizade-shirvan
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Nanostructured cupric oxide
Magnetic chitosan
Oxytetracycline removal
Machine learning framework
Aqueous solution treatment
Online Access:https://doi.org/10.1038/s41598-025-11424-w
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https://doi.org/10.1038/s41598-025-11424-w

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