Author C. Manjunath
An online drift-aware digital twin for regenerative wastewater systems: Conformal water-quality risk and rainfall-forced early warning from live sensor telemetry
C. Manjunath, Pitta Shankaraiah, G. Malli Reddy, M. Mallikarjuna Rao, D. Venkatesh, Shaik Rahaamat Basha, Goturu Sreenivasan, Gutha Viswanath
Ecol. Eng. Environ. Technol. 2026; 11:479-492
An explainable, uncertainty-aware ensemble soft-sensor for real-time dissolved oxygen estimation in rivers from routine in-situ monitoring streams
Lakkireddy Venkateswara Reddy, C. Manjunath, M. Mallikarjuna Rao, Shaik Rahamat Basha, D. Venkatesh, D.V. Bhaskar, V. Narahari, Talari Manohar
Ecol. Eng. Environ. Technol. 2026; 8:431-437
Transferable multi-site digital twin for wastewater treatment: Real-time prediction, economic assessment, and climate resilience
Pamidi Archana, G. Swathi, N.V. Divya, M. Mallikarjuna Rao, D. Venkatesh, Devanga Dharani Lakshmi, Venkata Sivanagaraju S., C. Manjunath
Ecol. Eng. Environ. Technol. 2026; 4:19-29
Reassessing model complexity in reservoir outflow forecasting: A multi-site, physics-informed benchmark of deep learning and ensemble methods
M. Mallikarjuna Rao, C. Manjunath, D. Venkatesh, P. Rajendran, D. Dharani Lakshmi, S. Venkatasivanagaraju, S. Vasundra, D.V. Bhaskar
Ecol. Eng. Environ. Technol. 2026; 3:239-252
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