Capabilities of deep learning models on learning physical relationships: Case of rainfall-runoff modeling with LSTM
Kazuki Yokoo, Kei Ishida, Ali Ercan, Tongbi Tu, Takeyoshi Nagasato, Masato Kiyama, Motoki Amagasaki
Topics & Concepts
Deep learningSurface runoffArtificial intelligenceEnvironmental scienceComputer scienceMachine learningEcologyBiologyHydrological Forecasting Using AIHydrology and Watershed Management StudiesFlood Risk Assessment and Management