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An efficient and versatile Kriging-based active learning method for structural reliability analysis
16 references·9 citing·29 second hop
An efficient and versatile Kriging-based active learning method for structural reliability analysis (2023)An efficient and versatile Kriging-based …Simulation and the Monte Carlo Method (2016)Simulation and the Monte Carl…LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)LIF: A new Kriging based lear…Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation (2016)Assessing small failure proba…UQLab: A Framework for Uncertainty Quantification in Matlab (2014)UQLab: A Framework for Uncert…Metamodel-based importance sampling for structural reliability analysis (2013)Metamodel-based importance sa…A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)A combined Importance Samplin…AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCS: An active learning re…Adaptive sparse polynomial chaos expansion based on least angle regression (2010)Adaptive sparse polynomial ch…Stochastic Dynamics of Structures (2009)Stochastic Dynamics of Struct…Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)Efficient Global Reliability …Moment methods for structural reliability (2001)Moment methods for structural…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…A new adaptive importance sampling scheme for reliability calculations (1999)A new adaptive importance sam…A fast and efficient response surface approach for structural reliability problems (1990)A fast and efficient response…Second‐Order Reliability Approximations (1987)Second‐Order Reliability Appr…Exact and Invariant Second-Moment Code Format (1974)Exact and Invariant Second-Mo…Vibration response-based time-variant reliability and sensitivity analysis of rolling bearings using the first-passage method (2024)Vibration response-based time…Serviceability analysis of sea-crossing bridges under correlated wind and wave loads (2024)Serviceability analysis of se…Refined parallel adaptive Bayesian quadrature for estimating small failure probabilities (2024)Refined parallel adaptive Bay…On active learning for Gaussian process-based global sensitivity analysis (2024)On active learning for Gaussi…Adaptive Kriging-based method with learning function allocation scheme and hybrid convergence criterion for efficient structural reliability analysis (2024)Adaptive Kriging-based method…Active learning Kriging-based multi-objective modeling and optimization for system reliability-based robust design (2024)Active learning Kriging-based…A novel deterministic sampling approach for the reliability analysis of high-dimensional structures (2024)A novel deterministic samplin…A novel decoupled approach combining invertible cross-entropy method with Gaussian process modeling for reliability-based design and topology optimization (2024)A novel decoupled approach co…Dynamic pruning-based Bayesian support vector regression for reliability analysis (2023)Dynamic pruning-based Bayesia…Simulation and the Monte Carlo Method (1981)The stochastic finite element method: Past, present and future (2008)The generalization of Latin hypercube sampling (2015)Stochastic Finite Elements: A Spectral Approach (1991)Structural Reliability Methods (1996)Kriging metamodeling in simulation: A review (2007)A new look at the response surface approach for reliability analysis (1993)Response Surface Methodology (1996)Application of kriging method to structural reliability problems (2004)Structural reliability under combined random load sequences (1978)A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Efficient computation of global sensitivity indices using sparse polynomial chaos expansions (2010)POLYNOMIAL-CHAOS-BASED KRIGING (2015)Designs for Computer Experiments (1989)Probability, reliability and statistical methods in engineering design (1999)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. 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References

  • 2016Simulation and the Monte Carlo Method3,356 cited
  • 1974Exact and Invariant Second-Moment Code Format3,138 cited
  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation2,048 cited
  • 2010Adaptive sparse polynomial chaos expansion based on least angle regression1,507 cited
  • 1990A fast and efficient response surface approach for structural reliability problems1,198 cited
  • 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions1,141 cited
  • 2014UQLab: A Framework for Uncertainty Quantification in Matlab1,018 cited
  • 2009Stochastic Dynamics of Structures923 cited
  • 2012A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models692 cited
  • 2001Moment methods for structural reliability633 cited
  • 1987Second‐Order Reliability Approximations583 cited
  • 1999A new adaptive importance sampling scheme for reliability calculations564 cited
  • 2013Metamodel-based importance sampling for structural reliability analysis535 cited
  • 2016LIF: A new Kriging based learning function and its application to structural reliability analysis

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444 cited
  • 2016Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation412 cited
  • Cited by

    • 2024On active learning for Gaussian process-based global sensitivity analysis32 cited
    • 2024Active learning Kriging-based multi-objective modeling and optimization for system reliability-based robust design32 cited
    • 2024Serviceability analysis of sea-crossing bridges under correlated wind and wave loads30 cited
    • 2023Dynamic pruning-based Bayesian support vector regression for reliability analysis28 cited
    • 2024Refined parallel adaptive Bayesian quadrature for estimating small failure probabilities27 cited
    • 2024A novel decoupled approach combining invertible cross-entropy method with Gaussian process modeling for reliability-based design and topology optimization24 cited
    • 2024A novel deterministic sampling approach for the reliability analysis of high-dimensional structures15 cited
    • 2024Vibration response-based time-variant reliability and sensitivity analysis of rolling bearings using the first-passage method14 cited
    • 2024Adaptive Kriging-based method with learning function allocation scheme and hybrid convergence criterion for efficient structural reliability analysis12 cited