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Surrogate Models for Uncertainty Propagation and Sensitivity Analysis · Study

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ChapterSurrogate Models for Uncertainty Propagation and Sensitivity Analysis

Khachik Sargsyan2017

Chapter2017

Surrogate Models for Uncertainty Propagation and Sensitivity Analysis

Khachik Sargsyan

28 citations·0/0 files stored·Springer eBooks

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Probabilistic and Robust Engineering Design Advanced Multi-Objective Optimization Algorithms Gaussian Processes and Bayesian Inference

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References

1991Stochastic Finite Elements: A Spectral Approach 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations 2007Global sensitivity analysis using polynomial chaos expansions 2002Making best use of model evaluations to compute sensitivity indices 2005Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models 2005High-Order Collocation Methods for Differential Equations with Random Inputs 2010Adaptive sparse polynomial chaos expansion based on least angle regression 2010Spectral Methods for Uncertainty Quantification

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Year2017

Typechapter

Published2017-01-01

VenueSpringer eBooks

Languageen

Citations28

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1007/978-3-319-12385-1_22

openalex_workW4248963374

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