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Recent Advances in Surrogate Modeling Methods for Uncertainty Quantification and Propagation
15 references·16 citing·44 second hop
Recent Advances in Surrogate Modeling Methods for Uncertainty Quantification and Propagation (2022)Recent Advances in Surrogate Modeling Met…Modeling, analysis, and optimization under uncertainties: a review (2021)Modeling, analysis, and optim…REAK: Reliability analysis through Error rate-based Adaptive Kriging (2018)REAK: Reliability analysis th…Cross entropy-based importance sampling using Gaussian densities revisited (2018)Cross entropy-based importanc…A general failure-pursuing sampling framework for surrogate-based reliability analysis (2018)A general failure-pursuing sa…Probability-interval hybrid uncertainty analysis for structures with both aleatory and epistemic uncertainties: a review (2017)Probability-interval hybrid u…Metamodel based high-fidelity stochastic analysis of composite laminates: A concise review with critical comparative assessment (2017)Metamodel based high-fidelity…Design of computer experiments: A review (2017)Design of computer experiment…Simulation and the Monte Carlo Method (2016)Simulation and the Monte Carl…A new surrogate modeling technique combining Kriging and polynomial chaos expansions – Application to uncertainty analysis in computational dosimetry (2015)A new surrogate modeling tech…UQLab: A Framework for Uncertainty Quantification in Matlab (2014)UQLab: A Framework for Uncert…Structural reliability analysis based on the concepts of entropy, fractional moment and dimensional reduction method (2013)Structural reliability analys…Correlation analysis of non-probabilistic convex model and corresponding structural reliability technique (2011)Correlation analysis of non-p…Aleatory or epistemic? 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Does i…A comparative study of uncertainty propagation methods for black-box-type problems (2008)A comparative study of uncert…The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)The Wiener--Askey Polynomial …Prioritized experience replay-based adaptive hybrid method for aerospace structural reliability analysis (2025)Prioritized experience replay…Uncertainty quantification of vibro-acoustic coupling problems for robotic manta ray models based on deep learning (2024)Uncertainty quantification of…Probabilistic design and optimization of thermal protection system with variable thickness based on non-uniform aerodynamic heating (2024)Probabilistic design and opti…Novel method for reliability optimization design based on rough set theory and hybrid surrogate model (2024)Novel method for reliability …Novel gradient-enhanced Bayesian neural networks for uncertainty propagation (2024)Novel gradient-enhanced Bayes…Hybrid interval model for uncertainty analysis of imprecise or conflicting information (2024)Hybrid interval model for unc…Dimensional decomposition-aided metamodels for uncertainty quantification and optimization in engineering: A review (2024)Dimensional decomposition-aid…A Review of Recent Advances in Surrogate Models for Uncertainty Quantification of High-Dimensional Engineering Applications (2024)A Review of Recent Advances i…Uncertainty-oriented optimal impedance control for EPS-human system with reliability evaluation (2023)Uncertainty-oriented optimal …Reliability-constrained optimal attitude-vibration control for rigid-flexible coupling satellite using interval dimension-wise analysis (2023)Reliability-constrained optim…Recent advances in uncertainty quantification in structural response characterization and system identification (2023)Recent advances in uncertaint…Adaptive stochastic configuration network ensemble for structural reliability analysis (2023)Adaptive stochastic configura…A Review of Uncertainty-Based Multidisciplinary Design Optimization Methods Based on Intelligent Strategies (2023)A Review of Uncertainty-Based…A possibility-based solution framework for interval uncertainty-based design optimization (2023)A possibility-based solution …A novel training point selection strategy guided by the maximum reduction of structural state misclassification probability for time-dependent reliability analysis (2023)A novel training point select…A double-loop Kriging model algorithm combined with importance sampling for time-dependent reliability analysis (2023)A double-loop Kriging model a…Design and Analysis of Computer Experiments (1989)Stochastic Finite Elements: A Spectral Approach (1991)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Surrogate models for uncertainty quantification: An overview (2017)Surrogate-assisted global sensitivity analysis: an overview (2020)A Survey on High-dimensional Gaussian Process Modeling with Application to Bayesian Optimization (2022)Exact and Invariant Second-Moment Code Format (1974)Structural reliability under combined random load sequences (1978)Adaptive-sparse polynomial chaos expansion for reliability analysis and design of complex engineering systems (2010)Reliability-based design optimization strategies based on FORM: a review (2012)General foundations of high‐dimensional model representations (1999)Moment methods for structural reliability (2001)AK-ARBIS: An improved AK-MCS based on the adaptive radial-based importance sampling for small failure probability (2019)AKOIS: An adaptive Kriging oriented importance sampling method for structural system reliability analysis (2019)REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis (2019)Global sensitivity analysis using polynomial chaos expansions (2007)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis (2018)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses (2022)The Logic of Scientific Discovery. 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References

  • 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations4,821 cited
  • 2016Simulation and the Monte Carlo Method3,356 cited
  • 2008Aleatory or epistemic? Does it matter?2,450 cited
  • 2014UQLab: A Framework for Uncertainty Quantification in Matlab1,018 cited
  • 2017Design of computer experiments: A review350 cited
  • 2008A comparative study of uncertainty propagation methods for black-box-type problems331 cited
  • 2013Structural reliability analysis based on the concepts of entropy, fractional moment and dimensional reduction method309 cited
  • 2011Correlation analysis of non-probabilistic convex model and corresponding structural reliability technique306 cited
  • 2015A new surrogate modeling technique combining Kriging and polynomial chaos expansions – Application to uncertainty analysis in computational dosimetry248 cited
  • 2017Probability-interval hybrid uncertainty analysis for structures with both aleatory and epistemic uncertainties: a review186 cited
  • 2021Modeling, analysis, and optimization under uncertainties: a review166 cited
  • 2018A general failure-pursuing sampling framework for surrogate-based reliability analysis163 cited
  • 2018REAK: Reliability analysis through Error rate-based Adaptive Kriging162 cited
  • 2017Metamodel based high-fidelity stochastic analysis of composite laminates: A concise review with critical comparative assessment

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144 cited
  • 2018Cross entropy-based importance sampling using Gaussian densities revisited140 cited
  • Cited by

    • 2023Reliability-constrained optimal attitude-vibration control for rigid-flexible coupling satellite using interval dimension-wise analysis120 cited
    • 2024A Review of Recent Advances in Surrogate Models for Uncertainty Quantification of High-Dimensional Engineering Applications81 cited
    • 2024Dimensional decomposition-aided metamodels for uncertainty quantification and optimization in engineering: A review70 cited
    • 2024Novel method for reliability optimization design based on rough set theory and hybrid surrogate model55 cited
    • 2023Recent advances in uncertainty quantification in structural response characterization and system identification40 cited
    • 2024Uncertainty quantification of vibro-acoustic coupling problems for robotic manta ray models based on deep learning37 cited
    • 2023A possibility-based solution framework for interval uncertainty-based design optimization35 cited
    • 2024Hybrid interval model for uncertainty analysis of imprecise or conflicting information33 cited
    • 2023Adaptive stochastic configuration network ensemble for structural reliability analysis26 cited
    • 2023A double-loop Kriging model algorithm combined with importance sampling for time-dependent reliability analysis20 cited
    • 2023Uncertainty-oriented optimal impedance control for EPS-human system with reliability evaluation19 cited
    • 2023A Review of Uncertainty-Based Multidisciplinary Design Optimization Methods Based on Intelligent Strategies18 cited
    • 2024Novel gradient-enhanced Bayesian neural networks for uncertainty propagation16 cited
    • 2023A novel training point selection strategy guided by the maximum reduction of structural state misclassification probability for time-dependent reliability analysis15 cited
    • 2024Probabilistic design and optimization of thermal protection system with variable thickness based on non-uniform aerodynamic heating14 cited
    • 2025Prioritized experience replay-based adaptive hybrid method for aerospace structural reliability analysis14 cited