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Introduction to Uncertainty Quantification · Study

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ChapterIntroduction to Uncertainty Quantification

Roger Ghanem2016

Chapter2016

Introduction to Uncertainty Quantification

Roger Ghanem · David Higdon · Houman Owhadi

120 citations·0/0 files stored·Springer eBooks

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Risk and Safety Analysis Capital Investment and Risk Analysis Risk Perception and Management

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2023An overview on uncertainty quantification and probabilistic learning on manifolds in multiscale mechanics of materials 2022Uncertainsci: Uncertainty Quantification for Computational Models in Biomedicine and Bioengineering 2020Statistical Model Verification and Validation Concept in Automotive Vehicle Design 2025A hybrid polynomial chaos expansion – Gaussian process regression method for Bayesian uncertainty quantification and sensitivity analysis 2022Arbitrary multi-resolution multi-wavelet-based polynomial chaos expansion for data-driven uncertainty quantification 2023A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms 2020On the performance evaluation of stochastic finite elements in linear and nonlinear problems 2019IGA-based multi-index stochastic collocation for random PDEs on arbitrary domains

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Year2016

Typechapter

Published2016-01-01

VenueSpringer eBooks

Languageen

Citations120

Files0 public / 0

ShelfRisk and Safety Analysis

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doi10.1007/978-3-319-11259-6_1-1

openalex_workW2489340779

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