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Roghayeh Hatami

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Review Open access Sep 2026

Machine Learning Approaches for Heavy Metal Adsorption in Water Treatment Systems: A Systematic Review

Introduction: Machine learning (ML) techniques have been increasingly applied to model Heavy metals (HMs) adsorption from aqueous environments; however, variations in datasets, evaluation strategies, and reporting practices have limited the development of generalizable conclusions regarding model performance. This syst...

Roghayeh Hatami, A. Dalvand, Omid Yousefianzadeh · 0 citations

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