A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis
Ziqi Wang, Marco Broccardo
Topics & Concepts
Cumulative distribution functionDiscretizationGaussian processKrigingComputer scienceGaussianMathematicsProbability distributionMathematical optimizationAlgorithmFunction (biology)Probability density functionApplied mathematicsStatisticsQuantum mechanicsMathematical analysisBiologyPhysicsEvolutionary biologyFault Detection and Control SystemsGaussian Processes and Bayesian InferenceProbabilistic and Robust Engineering Design