Author

Amani M. Alansi

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Review Open access Sep 2026

Phyto-Mediated Versus Conventional Nanomaterials for Environmental Remediation: Surface Chemistry, Removal Mechanisms, Performance, and Sustainability

Nanomaterials have emerged as key platforms for environmental remediation owing to their tunable surface chemistry, high specific surface area, and multifunctional physicochemical properties. This review provides a critical comparison between conventional nanomaterials (CNMs) and phyto-mediated nanomaterials (PMNs), wi...

F. Omer, Ali Al-Rashidi, A. O. Akinfenwa et al. · Nanomaterials · 0 citations

Review Open access Aug 2026

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.

Mai M. A. Hassan Shanab, Taoheed Abiodun Yusuf, Abdullah M. Aldawsari et al. · Catalysts · 0 citations