An improved Bayesian approach linked to a surrogate model for identifying groundwater pollution sources
Yongkai An, Xueman Yan, Wenxi Lu, Hui Qian, Zaiyong Zhang
Topics & Concepts
Markov chain Monte CarloComputer scienceKrigingBayesian probabilitySurrogate modelPosterior probabilityMonte Carlo methodSensitivity (control systems)HydrogeologyMathematical optimizationSampling (signal processing)Data miningMachine learningStatisticsArtificial intelligenceMathematicsEngineeringFilter (signal processing)Geotechnical engineeringElectronic engineeringComputer visionGroundwater flow and contamination studiesGroundwater and Isotope GeochemistryWater resources management and optimization