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A deep learning modeling framework with uncertainty quantification for inflow-outflow predictions for cascade reservoirs

Vinh Ngoc Tran, V. Y. Ivanov, Tien Giang Nguyen, Trần Ngọc Anh, Phuong Huy Nguyen, Dae‐Hong Kim, Jongho Kim, Jongho Kim

2024Journal of Hydrology34 citationsDOI

Topics & Concepts

HyperparameterComputer scienceCascadeUncertainty quantificationNoise (video)Artificial neural networkTransformation (genetics)Dropout (neural networks)InflowDeep learningArtificial intelligenceMachine learningData miningGeologyGeneOceanographyImage (mathematics)ChemistryBiochemistryChromatographyHydrological Forecasting Using AIHydrology and Watershed Management StudiesFlood Risk Assessment and Management
A deep learning modeling framework with uncertainty quantification for inflow-outflow predictions for cascade reservoirs | Litcius