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Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation

Shuai Gao, Yuefei Huang, Shuo Zhang, Jing‐Cheng Han, Guangqian Wang, Meixin Zhang, Lin Qingsheng

2020Journal of Hydrology679 citationsDOI

Topics & Concepts

Computer scienceRecurrent neural networkSurface runoffSliding window protocolMachine learningArtificial neural networkArtificial intelligenceDeep learningFlood mythTime seriesData miningWindow (computing)PhilosophyTheologyEcologyOperating systemBiologyHydrological Forecasting Using AIHydrology and Watershed Management StudiesFlood Risk Assessment and Management
Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation | Litcius