Physical information-fused deep learning model ensembled with a subregion-specific sampling method for predicting flood dynamics
Changli Li, Zheng Han, Yange Li, Ming Li, Weidong Wang, Jie Dou, Linrong Xu, Guangqi Chen
Topics & Concepts
Computer scienceFlood mythSampling (signal processing)Deep learningArtificial neural networkShallow water equationsArtificial intelligencePerceptronRecurrent neural networkMultilayer perceptronMachine learningGeologyPhilosophyComputer visionFilter (signal processing)OceanographyTheologyModel Reduction and Neural NetworksMeteorological Phenomena and SimulationsFlood Risk Assessment and Management