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Stochastic structural dynamic analysis using Bayesian emulators
16 references·9 citing·30 second hop
Stochastic structural dynamic analysis using Bayesian emulators (2013)Stochastic structural dynamic analysis us…Calculations of Sobol indices for the Gaussian process metamodel (2008)Calculations of Sobol indices…Assessment of high dimensional model representation techniques for reliability analysis (2008)Assessment of high dimensiona…Multivariate significance testing and model calibration under uncertainty (2007)Multivariate significance tes…Kriging Metamodeling in Simulation: A Review (2007)Kriging Metamodeling in Simul…Random matrix eigenvalue problems in structural dynamics (2006)Random matrix eigenvalue prob…Bayesian analysis of computer code outputs: A tutorial (2006)Bayesian analysis of computer…Avoiding dangerous climate change (2006)Avoiding dangerous climate ch…Avoiding dangerous climate change (2006)Avoiding dangerous climate ch…Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Probabilistic Sensitivity Ana…Estimating Percentiles of Uncertain Computer Code Outputs (2004)Estimating Percentiles of Unc…The Design and Analysis of Computer Experiments (2003)The Design and Analysis of Co…Reliability Assessment Using Stochastic Finite Element Analysis (2001)Reliability Assessment Using …Reliability Assessment Using Stochastic Finite Element Analysis (2000)Reliability Assessment Using …Uncertainties in probabilistic numerical analysis of structures and solids-Stochastic finite elements (1997)Uncertainties in probabilisti…Stochastic Finite Elements: A Spectral Approach (1991)Stochastic Finite Elements: A…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Data-driven modal surrogate model for frequency response uncertainty propagation (2021)Data-driven modal surrogate m…Uncertainty propagation in dynamic sub-structuring by model reduction integrated domain decomposition (2020)Uncertainty propagation in dy…Identifying Stochastic Frequency Response Functions Using Real-Time Hybrid Substructuring, Principal Component Analysis, and Kriging Metamodeling (2020)Identifying Stochastic Freque…Frequency Response-Based Uncertainty Analysis of Vibration System Utilizing Multiple Response Gaussian Process (2019)Frequency Response-Based Unce…Uncertainty quantification of machining simulations using an in situ emulator (2018)Uncertainty quantification of…Statistical Framework for Sensitivity Analysis of Structural Dynamic Characteristics (2017)Statistical Framework for Sen…Polynomial Correlated Function Expansion (2016)Polynomial Correlated Functio…Improve the Accuracy of Asymptotic Approximation in Reliability Problems Involving Multimodal Distributions (2016)Improve the Accuracy of Asymp…Polynomial Correlated Function Expansion for Nonlinear Stochastic Dynamic Analysis (2014)Polynomial Correlated Functio…Design of Experiments (1936)On a Measure of the Information Provided by an Experiment (1956)Minimax and maximin distance designs (1990)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Importance measures in global sensitivity analysis of nonlinear models (1996)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A new uncertainty importance measure (2006)How to avoid a perfunctory sensitivity analysis (2010)Sensitivity analysis: A review of recent advances (2015)Simulation Modeling and Analysis. (1983)Statistics for Spatial Data (1993)Space-Filling Designs for Computer Experiments (2003)Space-Filling Designs for Computer Experiments (2018)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Global sensitivity analysis using polynomial chaos expansions (2007)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)Barriers perceived to engaging with climate change among the UK public and their policy implications (2007)Greenhouse-gas emission targets for limiting global warming to 2 °C (2009)Stern Review on the Economics of Climate Change (2006) (2017)A survey of non-probabilistic uncertainty treatment in finite element analysis (2004)Assessment of the efficiency of Kriging surrogate models for structural reliability analysis (2014)Reliability analysis of structures by iterative improved response surface method (2016)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)DiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization (2012)An overview of methods to evaluate uncertainty of deterministic models in decision support (2014)Public Perception of Climate Change (2008)The collective-risk social dilemma and the prevention of simulated dangerous climate change (2008)Comparison of response surface and neural network with other methods for structural reliability analysis (2003)
this work references cited by second hop

References

  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 1991Stochastic Finite Elements: A Spectral Approach5,753 cited
  • 2003The Design and Analysis of Computer Experiments2,219 cited
  • 2007Kriging Metamodeling in Simulation: A Review1,303 cited
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 2006Bayesian analysis of computer code outputs: A tutorial756 cited
  • 2006Avoiding dangerous climate change594 cited
  • 2006Avoiding dangerous climate change533 cited
  • 2000Reliability Assessment Using Stochastic Finite Element Analysis524 cited
  • 2001Reliability Assessment Using Stochastic Finite Element Analysis472 cited
  • 1997Uncertainties in probabilistic numerical analysis of structures and solids-Stochastic finite elements354 cited
  • 2008Calculations of Sobol indices for the Gaussian process metamodel331 cited
  • 2006Random matrix eigenvalue problems in structural dynamics98 cited
  • 2004Estimating Percentiles of Uncertain Computer Code Outputs79 cited
  • 2008Assessment of high dimensional model representation techniques for reliability analysis75 cited

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2007
Multivariate significance testing and model calibration under uncertainty
66 cited

Cited by

  • 2016Improve the Accuracy of Asymptotic Approximation in Reliability Problems Involving Multimodal Distributions32 cited
  • 2014Polynomial Correlated Function Expansion for Nonlinear Stochastic Dynamic Analysis30 cited
  • 2016Polynomial Correlated Function Expansion28 cited
  • 2020Uncertainty propagation in dynamic sub-structuring by model reduction integrated domain decomposition21 cited
  • 2017Statistical Framework for Sensitivity Analysis of Structural Dynamic Characteristics19 cited
  • 2021Data-driven modal surrogate model for frequency response uncertainty propagation17 cited
  • 2020Identifying Stochastic Frequency Response Functions Using Real-Time Hybrid Substructuring, Principal Component Analysis, and Kriging Metamodeling14 cited
  • 2018Uncertainty quantification of machining simulations using an in situ emulator12 cited
  • 2019Frequency Response-Based Uncertainty Analysis of Vibration System Utilizing Multiple Response Gaussian Process6 cited