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Cross entropy-based importance sampling using Gaussian densities revisited · Study

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ArticleCross entropy-based importance sampling using Gaussian densities revisited

Sebastian Geyer2018

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Articlegreen2018

Cross entropy-based importance sampling using Gaussian densities revisited

Sebastian Geyer · Iason Papaioannou · Dániel Straub

140 citations·0/0 files stored·Structural Safety

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Probabilistic and Robust Engineering Design Reliability and Maintenance Optimization Markov Chains and Monte Carlo Methods

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References

2016Simulation and the Monte Carlo Method 2007Simulation and the Monte Carlo Method 2001Estimation of small failure probabilities in high dimensions by subset simulation 2001Reliability analysis—a review and some perspectives 1999A new adaptive importance sampling scheme for reliability calculations 2004Engineering Design Reliability Handbook 1987A critical appraisal of methods to determine failure probabilities 1998Multiple design points in first and second-order reliability

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2022Recent Advances in Surrogate Modeling Methods for Uncertainty Quantification and Propagation 2019Improved cross entropy-based importance sampling with a flexible mixture model 2019A novel fractional moments-based maximum entropy method for high-dimensional reliability analysis 2019Reliability analysis of deteriorating structural systems 2022Structural reliability analysis: A Bayesian perspective 2021Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation

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Details

Year2018

Typearticle

Published2018-07-20

VenueStructural Safety

ISSN-L0167-4730

Languageen

Citations140

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.strusafe.2018.07.001

openalex_workW2883540206

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2021Cross-entropy-based directional importance sampling with von Mises-Fisher mixture model for reliability analysis

2021Improvement of the cross-entropy method in high dimension for failure probability estimation through a one-dimensional projection without gradient estimation