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RCA-PCK: A new structural reliability analysis method based on PC-Kriging and radial centralized adaptive sampling strategy
16 references·0 citing·32 second hop
RCA-PCK: A new structural reliability analysis method based on PC-Kriging and radial centralized adaptive sampling strategy (2020)RCA-PCK: A new structural reliability ana…LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)LIF: A new Kriging based lear…POLYNOMIAL-CHAOS-BASED KRIGING (2015)POLYNOMIAL-CHAOS-BASED KRIGINGA new learning function for Kriging and its applications to solve reliability problems in engineering (2015)A new learning function for K…Assessment of the efficiency of Kriging surrogate models for structural reliability analysis (2014)Assessment of the efficiency …An improved adaptive kriging-based importance technique for sampling multiple failure regions of low probability (2014)An improved adaptive kriging-…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…Interval Monte Carlo methods for structural reliability (2010)Interval Monte Carlo methods …Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)Efficient Global Reliability …Reliability-based design optimization for crashworthiness of vehicle side impact (2004)Reliability-based design opti…Reliability of structures in high dimensions, part I: algorithms and applications (2004)Reliability of structures in …Reliability analysis—a review and some perspectives (2001)Reliability analysis—a review…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…A general procedure for first/second-order reliabilitymethod (FORM/SORM) (1999)A general procedure for first…Bayesian Design and Analysis of Computer Experiments: Use of Derivatives in Surface Prediction (1993)Bayesian Design and Analysis …Structural reliability under combined random load sequences (1978)Stochastic Finite Elements: A Spectral Approach (1991)Adaptive approaches in metamodel-based reliability analysis: A review (2020)Machine learning-based methods in structural reliability analysis: A review (2021)Active learning for structural reliability: Survey, general framework and benchmark (2022)Exact and Invariant Second-Moment Code Format (1974)A critical appraisal of reliability estimation procedures for high dimensions (2004)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)The Logic of Scientific Discovery (2013)Structural Reliability Analysis and Prediction (2017)Simulation and the Monte Carlo Method (1981)The stochastic finite element method: Past, present and future (2008)The generalization of Latin hypercube sampling (2015)Simulation and the Monte Carlo Method (2016)Structural Reliability Methods (1996)Kriging metamodeling in simulation: A review (2007)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. Version 5.0, user's manual. (2010)A fast and efficient response surface approach for structural reliability problems (1990)Reliability analysis using object-oriented constrained optimization (2003)Methods of structural safety (2006)Evaluation of failure probability via surrogate models (2010)The intrinsic random functions and their applications (1973)A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis (2017)REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis (2019)Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Design and Analysis of Computer Experiments (1989)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation (2016)Rare Event Estimation Using Polynomial-Chaos Kriging (2016)Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark (2021)
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References

  • 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
  • 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions1,141 cited
  • 2001Reliability analysis—a review and some perspectives775 cited
  • 2012A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models692 cited
  • 2013Metamodel-based importance sampling for structural reliability analysis535 cited
  • 1999A general procedure for first/second-order reliabilitymethod (FORM/SORM)487 cited
  • 2016LIF: A new Kriging based learning function and its application to structural reliability analysis444 cited
  • 2015A new learning function for Kriging and its applications to solve reliability problems in engineering400 cited
  • 2015POLYNOMIAL-CHAOS-BASED KRIGING398 cited
  • 2004Reliability of structures in high dimensions, part I: algorithms and applications370 cited
  • 2004Reliability-based design optimization for crashworthiness of vehicle side impact369 cited
  • 1993Bayesian Design and Analysis of Computer Experiments: Use of Derivatives in Surface Prediction299 cited
  • 2014An improved adaptive kriging-based importance technique for sampling multiple failure regions of low probability

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278 cited
  • 2010Interval Monte Carlo methods for structural reliability224 cited
  • 2014Assessment of the efficiency of Kriging surrogate models for structural reliability analysis222 cited
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