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Comparative Assessment of Artificial Neural Networks (ANNs), Long Short Term Memory Network (LSTM) and Hydrologic Engineering Centre-Hydrologic Modelling System (HEC-HMS) for Runoff Modelling

Aparna M. Deulkar, Pradnya Dixit, Shreenivas Londhe, Rakesh Jain

2025Water Resources Management11 citationsDOI

Topics & Concepts

HydrogeologyArtificial neural networkHydrological modellingTerm (time)Hydrology (agriculture)Surface runoffEnvironmental scienceLong short term memoryGeologyArtificial intelligenceComputer scienceRecurrent neural networkGeotechnical engineeringClimatologyEcologyPhysicsQuantum mechanicsBiologyHydrological Forecasting Using AIHydrology and Watershed Management StudiesFlood Risk Assessment and Management
Comparative Assessment of Artificial Neural Networks (ANNs), Long Short Term Memory Network (LSTM) and Hydrologic Engineering Centre-Hydrologic Modelling System (HEC-HMS) for Runoff Modelling | Litcius