Deep learning based optimization under uncertainty for surfactant-enhanced DNAPL remediation in highly heterogeneous aquifers
Jianwen Du, Xiaoqing Shi, Shaoxing Mo, Xueyuan Kang, Jichun Wu
Topics & Concepts
AquiferComputer scienceMathematical optimizationUncertainty quantificationAquifer propertiesSurrogate modelOptimization problemGroundwater remediationReservoir simulationPareto principleMulti-objective optimizationEnvironmental remediationGroundwaterAlgorithmPetroleum engineeringMachine learningMathematicsEngineeringContaminationGeotechnical engineeringBiologyEcologyGroundwater rechargeGroundwater flow and contamination studiesReservoir Engineering and Simulation MethodsWater Systems and Optimization