A knowledge-guided LSTM reservoir outflow model and its application to streamflow simulation in reservoir-regulated basins
Runting Chen, Dagang Wang, Yiwen Mei, Yongen Lin, Zequn Lin, Zhi Zhang, Shengjie Zhuang, Jinxin Zhu, Jonghun Kam, Yiping Wu, Guoping Tang
Topics & Concepts
OutflowStreamflowReservoir modelingGeologyHydrology (agriculture)Reservoir simulationReservoir computingPetroleum engineeringDrainage basinArtificial neural networkArtificial intelligenceGeotechnical engineeringComputer scienceOceanographyCartographyGeographyRecurrent neural networkHydrology and Watershed Management StudiesHydrological Forecasting Using AIFlood Risk Assessment and Management