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It incorporates cutting-edge techniques such as Bidirectional LSTM, hybrid neural networks, sub-grid hydraulic models, and integrated hydrologic-hydraulic simulations, highlighting the convergence of artificial intelligence with traditional water engineering. The volume includes a wide spectrum of real-world case studies from major Indian river basins (Brahmaputra, Chaliyar, Mahanadi, Dhansiri, Kunur), making the research contextually relevant for South Asian hydrological and climatic challenges. 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