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OpenTURNS: An Industrial Software for Uncertainty Quantification in Simulation · Study

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ChapterOpenTURNS: An Industrial Software for Uncertainty Quantification in Simulation

Michaël Baudin2017

Chapter2017

OpenTURNS: An Industrial Software for Uncertainty Quantification in Simulation

Michaël Baudin · Anne Dutfoy · Bertrand Iooss · Anne-Laure Popelin

91 citations·0/0 files stored·Springer eBooks

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Probabilistic and Robust Engineering Design Scientific Measurement and Uncertainty Evaluation Risk and Safety Analysis

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References

1989Design and Analysis of Computer Experiments 2007Global sensitivity analysis using polynomial chaos expansions 2001Estimation of small failure probabilities in high dimensions by subset simulation 1981Simulation and the Monte Carlo Method 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output 2002Making best use of model evaluations to compute sensitivity indices 2003The Design and Analysis of Computer Experiments 1996Structural Reliability Methods

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2019The Uranie platform: an open-source software for optimisation, meta-modelling and uncertainty analysis 2021Surrogate based Global Sensitivity Analysis of ADM1-based Anaerobic Digestion Model 2019On the merits of sparse surrogates for global sensitivity analysis of multi-scale nonlinear problems: Application to turbulence and fire-spotting model in wildland fire simulators 2021Tackling random fields non-linearities with unsupervised clustering of polynomial chaos expansion in latent space: application to global sensitivity analysis of river flooding 2023

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2015OpenTURNS: An Industrial Software for Uncertainty Quantification in Simulationchapter · 15 shared references 2015Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processeschapter · 6 shared references 2014A survey of rare event simulation methods for static input–output modelsarticle · 6 shared references 2011Revue sur l'analyse de sensibilité globale de modèles numériquesarticle · 6 shared references 2019Efficient Evaluation of Reliability-Oriented Sensitivity Indicesarticle · 6 shared references 2015A Review on Global Sensitivity Analysis Methodschapter · 5 shared references

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Year2017

Typechapter

Published2017-01-01

VenueSpringer eBooks

Languageen

Citations91

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1007/978-3-319-12385-1_64

openalex_workW4244846356

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Robust adaptive least squares polynomial chaos expansions in high‐frequency applications

2020Robust adaptive least squares polynomial chaos expansions in high‐frequency applications