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Active learning surrogate models for the conception of systems with multiple failure modes
9 references·7 citing·35 second hop
Active learning surrogate models for the conception of systems with multiple failure modes (2016)Active learning surrogate models for the …AK-SYS: An adaptation of the AK-MCS method for system reliability (2013)AK-SYS: An adaptation of the …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 …Design and Modeling for Computer Experiments (2005)Design and Modeling for Compu…Uncertainty analyses in fault trees and Bayesian networks using FORM/SORM methods (1999)Uncertainty analyses in fault…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Structural reliability under combined random load sequences (1978)Structural reliability under …Safety and the Probability of Structural Failure (1956)Safety and the Probability of…Sequential Bayesian optimal experimental design for structural reliability analysis (2021)Sequential Bayesian optimal e…An improved Kriging-based approach for system reliability analysis with multiple failure modes (2021)An improved Kriging-based app…Improved active learning probabilistic approach for the computation of failure probability (2020)Improved active learning prob…Efficient Evaluation of Reliability-Oriented Sensitivity Indices (2019)Efficient Evaluation of Relia…Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses (2019)Adaptive coupling of reduced …The stepwise accuracy-improvement strategy based on the Kriging model for structural reliability analysis (2018)The stepwise accuracy-improve…Estimation of low failure probability based on active learning Kriging model with a concentric ring approaching strategy (2018)Estimation of low failure pro…Statistical Theory of Extreme Values and Some Practical Applications. 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The Primer (2007)Global reliability sensitivity estimation based on failure samples (2019)Global reliability sensitivity analysis based on state dependent parameter method and efficient sampling techniques (2020)FORM-based global reliability sensitivity analysis of systems with multiple failure modes (2025)Stochastic Kriging for Simulation Metamodeling (2009)A Review on Global Sensitivity Analysis Methods (2015)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)
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References

  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 1978Structural reliability under combined random load sequences2,229 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
  • 2005Design and Modeling for Computer Experiments1,135 cited
  • 1956Safety and the Probability of Structural Failure304 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
  • 1999Uncertainty analyses in fault trees and Bayesian networks using FORM/SORM methods63 cited

Cited by

  • 2019Efficient Evaluation of Reliability-Oriented Sensitivity Indices34 cited
  • 2018Estimation of low failure probability based on active learning Kriging model with a concentric ring approaching strategy31 cited
  • 2021An improved Kriging-based approach for system reliability analysis with multiple failure modes31 cited
  • 2020Improved active learning probabilistic approach for the computation of failure probability29 cited
  • 2018The stepwise accuracy-improvement strategy based on the Kriging model for structural reliability analysis

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26 cited
  • 2021Sequential Bayesian optimal experimental design for structural reliability analysis25 cited
  • 2019Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses15 cited