Enable high-resolution, real-time ensemble simulation and data assimilation of flood inundation using distributed GPU parallelization
Junyu Wei, Xiangyu Luo, Haocheng Huang, Weihong Liao, Xiaohui Lei, Jianshi Zhao, Hao Wang
Topics & Concepts
Computer scienceCUDASpeedupData assimilationScalabilityComputational scienceGraphics processing unitMonte Carlo methodParallel computingShallow water equationsParticle filterFilter (signal processing)MeteorologyDatabaseComputer visionStatisticsMechanicsPhysicsMathematicsFlood Risk Assessment and ManagementMeteorological Phenomena and SimulationsHydrology and Watershed Management Studies