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Multifidelity Uncertainty Quantification Using Spectral Stochastic Discrepancy Models · Study

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ChapterMultifidelity Uncertainty Quantification Using Spectral Stochastic Discrepancy Models

Michael Eldred2015

Chapter2015

Multifidelity Uncertainty Quantification Using Spectral Stochastic Discrepancy Models

Michael Eldred · Leo Wai-Tsun Ng · Matthew Barone · Stefan P. Domino

15 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 2005High-Order Collocation Methods for Differential Equations with Random Inputs 2008Multilevel Monte Carlo Path Simulation 2007A Stochastic Collocation Method for Elliptic Partial Differential Equations with Random Input Data 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions 1986Structural Reliability under Incomplete Probability Information 2010DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual.

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2019Recent advancements in Multilevel-Multifidelity techniques for forward UQ in the DARPA Sequoia project

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2017Global sensitivity analysis via multi-fidelity polynomial chaos expansionarticle · 9 shared references 2017Multi-fidelity stochastic collocation method for computation of statistical momentsarticle · 8 shared references 2014Stochastic finite element methods for partial differential equations with random input dataarticle · 7 shared references 2016Multi-fidelity non-intrusive polynomial chaos based on regressionarticle · 7 shared references 2014Computational Aspects of Stochastic Collocation with Multifidelity Modelsarticle · 7 shared references 2019Adaptive multi‐index collocation for uncertainty quantification and sensitivity analysisarticle · 7 shared references

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Year2015

Typechapter

Published2015-01-01

VenueSpringer eBooks

Languageen

Citations15

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1007/978-3-319-11259-6_25-1

openalex_workW2418601554

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