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Comparison of Surrogate-Based Uncertainty Quantification Methods for Computationally Expensive Simulators

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References

1992STATISTICS FOR SPATIAL DATA9,140 cited
2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
1989Design and Analysis of Computer Experiments6,958 cited
1991Stochastic Finite Elements: A Spectral Approach5,753 cited
2005High-Order Collocation Methods for Differential Equations with Random Inputs1,522 cited
2010Adaptive sparse polynomial chaos expansion based on least angle regression1,507 cited
2003Modeling uncertainty in flow simulations via generalized polynomial chaos1,428 cited
2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
2008A Sparse Grid Stochastic Collocation Method for Partial Differential Equations with Random Input Data942 cited
2009An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis834 cited
2009Choosing the Sample Size of a Computer Experiment: A Practical Guide766 cited
2004Combining Field Data and Computer Simulations for Calibration and Prediction622 cited
2012DiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization594 cited
2005An adaptive multi-element generalized polynomial chaos method for stochastic differential equations

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578 cited

2002A Stochastic Projection Method for Fluid Flow503 cited

2004Numerical Challenges in the Use of Polynomial Chaos Representations for Stochastic Processes451 cited

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