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Author

Auwal Adam

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Open access Oct 2026

Physics Informed Machine Learning for Electrical Sensing and Prediction of Heavy Metal Contamination in Water

Access to safe drinking water remains a global challenge, with approximately 2.1 billion people lacking safely managed water services. Continuous, low-cost monitoring of heavy metal contamination is limited because conventional techniques such as atomic absorption spectroscopy (AAS) and inductively coupled plasma mass...

H. M. Umar, I. Mahmoud, Neha Shrivas et al. · 0 citations

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