Comparative analyses of covariance matrix adaptation and iterative ensemble smoother on high-dimensional inverse problems in high-resolution groundwater modeling
Shuo Yang, Frank T.‐C. Tsai, Peter Bacopoulos, Christopher E. Kees
Topics & Concepts
CMA-ESComputer scienceMathematical optimizationCovarianceData assimilationInverse problemInverseBayesian probabilityUncertainty quantificationAlgorithmCovariance matrixSynthetic dataParameterized complexityMathematicsStatisticsMachine learningEstimation of covariance matricesArtificial intelligenceMeteorologyMathematical analysisPhysicsGeometryReservoir Engineering and Simulation MethodsGroundwater flow and contamination studiesHydraulic Fracturing and Reservoir Analysis