Development of a surrogate method of groundwater modeling using gated recurrent unit to improve the efficiency of parameter auto-calibration and global sensitivity analysis
Yu Chen, Guodong Liu, Xiaohua Huang, Ke Chen, Jie Hou, Jing Zhou
Topics & Concepts
Sobol sequenceSurrogate modelSensitivity (control systems)Computer scienceCalibrationParticle swarm optimizationBenchmark (surveying)Mathematical optimizationAlgorithmArtificial intelligenceMachine learningMathematicsEngineeringStatisticsGeodesyElectronic engineeringGeographyGroundwater flow and contamination studiesHydrology and Watershed Management StudiesHydrological Forecasting Using AI