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Wael S. Al-Rashed

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#federated learning Review Oct 2026

Artificial intelligence in wastewater treatment: critical review of predictive performance, explainability and deployment readiness

Artificial intelligence (AI) has been increasingly adopted in wastewater treatment to support soft sensing, effluent prediction, nutrient removal assessment, membrane monitoring, anomaly detection, greenhouse-gas emission modeling, and anaerobic digestion optimization. This critical review synthesizes approximately 5...

Wael S. Al-Rashed · 0 citations

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