Mai M. A. Hassan Shanab

Machine Learning-Enabled Photocatalytic Wastewater Treatment: Recent Advances in Catalyst Design, Performance Prediction, and Process Optimization

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.