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Dudla Anil Kumar

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Articles

Explainable deep unsupervised learning for flood monitoring and anomaly detection using multivariate DWLR sensors

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By Saiprasad Potharaju, Swapnali N. Tambe, Ravi Kumar Tirandasu, Dudla Anil Kumar, B. Kiranmai, M. V. V. Prasad Kantipudi
| Nature Verified
Abstract Floods remain one of the most destructive natural hazards, causing extensive loss of life and infrastructure, largely due to delayed warnings generated by conventional threshold-based monitoring systems. Such systems are inherently reactive and fail to account for evolving hydrological behaviour driven by complex interactions among environmental variables.
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