Review
Open access
Aug 2026
This review critically analyzes recent studies on ML-assisted photocatalytic wastewater treatment, covering supervised learning, ensemble learning, deep learning, and hybrid optimization approaches for predicting degradation efficiency, reaction kinetics, and catalyst performance.
Mai M. A. Hassan Shanab, Taoheed Abiodun Yusuf, Abdullah M. Aldawsari et al.
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