A hybrid proper orthogonal decomposition-heteroscedastic sparse Gaussian process regression model for evaluating structural reliability with correlated stochastic material properties
Baixi Chen, Luming Shen, Hao Zhang
Topics & Concepts
HeteroscedasticityParametric statisticsMaterial propertiesReliability (semiconductor)Stochastic processExperimental dataGaussianGaussian processKrigingRegressionStochastic modellingComputer scienceMathematicsBiological systemEconometricsStatisticsMaterials sciencePower (physics)Quantum mechanicsBiologyComposite materialPhysicsRock Mechanics and ModelingMineral Processing and GrindingProbabilistic and Robust Engineering Design