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Efficient Kriging surrogate modeling approach for system reliability analysis
16 references·3 citing·41 second hopsampled
Efficient Kriging surrogate modeling approach for system reliability analysis (2017)Efficient Kriging surrogate modeling appr…Global sensitivity analysis-enhanced surrogate (GSAS) modeling for reliability analysis (2015)Global sensitivity analysis-e…AK-SYS: An adaptation of the AK-MCS method for system reliability (2013)AK-SYS: An adaptation of the …A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)A combined Importance Samplin…Efficient surrogate models for reliability analysis of systems with multiple failure modes (2011)Efficient surrogate models fo…AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCS: An active learning re…Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)Efficient Global Reliability …Adaptive explicit decision functions for probabilistic design and optimization using support vector machines (2008)Adaptive explicit decision fu…A Single-Loop Approach for System Reliability-Based Design Optimization (2007)A Single-Loop Approach for Sy…A direct decoupling approach for efficient reliability-based design optimization (2006)A direct decoupling approach …Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)Sequential Optimization and R…Reliability-based design optimization for crashworthiness of vehicle side impact (2004)Reliability-based design opti…Polynomial Chaos Expansion with Latin Hypercube Sampling for Estimating Response Variability (2004)Polynomial Chaos Expansion wi…First Order Saddlepoint Approximation for Reliability Analysis (2004)First Order Saddlepoint Appro…Efficient Uncertainty Analysis Methods for Multidisciplinary Robust Design (2002)Efficient Uncertainty Analysi…Improvement Of Second‐Order Reliability Estimates by Importance Sampling (1988)Improvement Of Second‐Order R…First-order concepts in system reliability (1982)First-order concepts in syste…A new active learning method for system reliability analysis with multiple failure modes (2023)A new active learning method …Probabilistic structural analysis of a real-life corroding concrete bridge girder incorporating stochastic material and damage variables in a finite element approach (2022)Probabilistic structural anal…Reliability-Based Design Optimization of Structures Using the Second-Order Reliability Method and Complex-Step Derivative Approximation (2021)Reliability-Based Design Opti…Structural reliability under combined random load sequences (1978)Narrow Reliability Bounds for Structural Systems (1979)Non-Normal Dependent Vectors in Structural Safety (1981)New light on first- and second-order reliability methods (1987)Quadratic Limit States in Structural Reliability (1979)Basic Analysis of Structural Safety (1983)A benchmark study on importance sampling techniques in structural reliability (1993)Important sampling in high dimensions (2002)Review and application of Artificial Neural Networks models in reliability analysis of steel structures (2014)Stochastic Finite Elements: A Spectral Approach (1991)Structural Reliability Methods (1996)Kriging metamodeling in simulation: A review (2007)Metamodel-based importance sampling for structural reliability analysis (2013)LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)The intrinsic random functions and their applications (1973)An improved adaptive kriging-based importance technique for sampling multiple failure regions of low probability (2014)Adaptive approaches in metamodel-based reliability analysis: A review (2020)Active learning for structural reliability: Survey, general framework and benchmark (2022)Estimation of small failure probabilities in high dimensions by subset simulation (2001)A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation (2016)Probability, reliability and statistical methods in engineering design (1999)Methods of structural safety (2006)A hybrid chaos control approach of the performance measure functions for reliability-based design optimization (2014)Structural Reliability Analysis and Prediction (2017)Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework (2019)A Comparative Study of Metaheuristic Algorithms for Reliability-Based Design Optimization Problems (2020)Designs for Computer Experiments (1989)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual. (2010)Design and Analysis of Computer Experiments (1989)STATISTICS FOR SPATIAL DATA (1992)An active learning kriging model for hybrid reliability analysis with both random and interval variables (2014)A new surrogate modeling technique combining Kriging and polynomial chaos expansions – Application to uncertainty analysis in computational dosimetry (2015)Response Surface Methodology (1996)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Adaptive probability analysis using an enhanced hybrid mean value method (2004)Enriched Performance Measure Approach for Reliability-Based Design Optimization. (2005)Exact and Invariant Second-Moment Code Format (1974)Quality Engineering Using Robust Design (1991)Computational methods in optimization considering uncertainties – An overview (2008)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)
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References

  • 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation2,048 cited
  • 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions1,141 cited
  • 2004Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design1,106 cited
  • 2012A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models692 cited
  • 1982First-order concepts in system reliability522 cited
  • 1988Improvement Of Second‐Order Reliability Estimates by Importance Sampling382 cited
  • 2004Reliability-based design optimization for crashworthiness of vehicle side impact369 cited
  • 2011Efficient surrogate models for reliability analysis of systems with multiple failure modes290 cited
  • 2013AK-SYS: An adaptation of the AK-MCS method for system reliability277 cited
  • 2007A Single-Loop Approach for System Reliability-Based Design Optimization231 cited
  • 2008Adaptive explicit decision functions for probabilistic design and optimization using support vector machines220 cited
  • 2004Polynomial Chaos Expansion with Latin Hypercube Sampling for Estimating Response Variability218 cited
  • 2002Efficient Uncertainty Analysis Methods for Multidisciplinary Robust Design198 cited
  • 2006A direct decoupling approach for efficient reliability-based design optimization

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197 cited
  • 2004First Order Saddlepoint Approximation for Reliability Analysis186 cited
  • 2015Global sensitivity analysis-enhanced surrogate (GSAS) modeling for reliability analysis185 cited
  • Cited by

    • 2023A new active learning method for system reliability analysis with multiple failure modes25 cited
    • 2022Probabilistic structural analysis of a real-life corroding concrete bridge girder incorporating stochastic material and damage variables in a finite element approach12 cited
    • 2021Reliability-Based Design Optimization of Structures Using the Second-Order Reliability Method and Complex-Step Derivative Approximation12 cited