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Prediction of the outflow temperature of large-scale hydropower using theory-guided machine learning surrogate models of a high-fidelity hydrodynamics model

Di Zhang, Dongsheng Wang, Qidong Peng, Junqiang Lin, Tiantian Jin, Tiantian Yang, Soroosh Sorooshian, Yi Liu

2022Journal of Hydrology40 citationsDOI

Topics & Concepts

OutflowHydropowerFidelityComputer scienceIncubatorEnvironmental scienceScale (ratio)Machine learningMeteorologyEngineeringPhysicsMicrobiologyBiologyTelecommunicationsElectrical engineeringQuantum mechanicsHydrological Forecasting Using AIHydrology and Watershed Management StudiesHydrology and Sediment Transport Processes
Prediction of the outflow temperature of large-scale hydropower using theory-guided machine learning surrogate models of a high-fidelity hydrodynamics model | Litcius