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L. Garba

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Open access Sep 2026

Reliability-Validated Explainable Machine Learning for Alum Dosage Prediction in Surface-Water Treatment

Optimizing alum dosage remains a major operational challenge in surface-water treatment because coagulant demand is governed by nonlinear physicochemical interactions, episodic source-water disturbances, and non-Gaussian variability. This study developed a reliability-validated and explainable machine-learning framewor...

I. Mahmoud, Musa Abdullahi, L. Garba · 0 citations

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