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Matlab codes of Subset Simulation for reliability analysis and structural optimization
10 references·16 citing·33 second hop
Matlab codes of Subset Simulation for reliability analysis and structural optimization (2016)Matlab codes of Subset Simulation for rel…Engineering Risk Assessment with Subset Simulation (2014)Engineering Risk Assessment w…Accelerated subset simulation with neural networks for reliability analysis (2012)Accelerated subset simulation…Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions (2011)Bayesian post-processor and o…Assessing small failure probabilities by combined subset simulation and Support Vector Machines (2011)Assessing small failure proba…Computational Analysis of Randomness in Structural Mechanics (2009)Computational Analysis of Ran…Subset simulation for structural reliability sensitivity analysis (2008)Subset simulation for structu…Application of subset simulation methods to reliability benchmark problems (2006)Application of subset simulat…Reliability-based design sensitivity by efficient simulation (2005)Reliability-based design sens…Reliability estimation for dynamical systems subject to stochastic excitation using subset simulation with splitting (2004)Reliability estimation for dy…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…Enhanced soft Monte Carlo simulation coupled with support vector regression for structural reliability analysis (2024)Enhanced soft Monte Carlo sim…IE-AK: A novel adaptive sampling strategy based on information entropy for Kriging in metamodel-based reliability analysis (2022)IE-AK: A novel adaptive sampl…An expected integrated error reduction function for accelerating Bayesian active learning of failure probability (2022)An expected integrated error …Estimation of small failure probability using generalized subset simulation (2021)Estimation of small failure p…A single-loop Kriging coupled with subset simulation for time-dependent reliability analysis (2021)A single-loop Kriging coupled…Time-variant system reliability analysis method for a small failure probability problem (2020)Time-variant system reliabili…Active learning and active subspace enhancement for PDEM-based high-dimensional reliability analysis (2020)Active learning and active su…A combined radial basis function and adaptive sequential sampling method for structural reliability analysis (2020)A combined radial basis funct…A sampling-based method for high-dimensional time-variant reliability analysis (2019)A sampling-based method for h…A novel fractional moments-based maximum entropy method for high-dimensional reliability analysis (2019)A novel fractional moments-ba…Time-variant reliability assessment for multiple failure modes and temporal parameters (2018)Time-variant reliability asse…The geometry of limit state function graphs and subset simulation: Counterexamples (2018)The geometry of limit state f…An efficient method of system reliability analysis of steel cable-stayed bridges (2017)An efficient method of system…An efficient method for reliability-based design optimization of nonlinear inelastic steel space frames (2017)An efficient method for relia…An adaptive hybrid single-loop method for reliability-based design optimization using iterative control strategy (2017)An adaptive hybrid single-loo…A new unequal-weighted sampling method for efficient reliability analysis (2017)A new unequal-weighted sampli…Computational methods for efficient structural reliability and reliability sensitivity analysis (1994)Reliability of structures in high dimensions, part I: algorithms and applications (2004)Global sensitivity analysis-enhanced surrogate (GSAS) modeling for reliability analysis (2015)Adaptive surrogate model with active refinement combining Kriging and a trust region method (2017)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)Simulation and the Monte Carlo Method (1981)The stochastic finite element method: Past, present and future (2008)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)The generalization of Latin hypercube sampling (2015)Simulation and the Monte Carlo Method (2016)Adaptive sampling — an iterative fast Monte Carlo procedure (1988)A new adaptive importance sampling scheme for reliability calculations (1999)An efficient reliability method combining adaptive importance sampling and Kriging metamodel (2014)Rare-event probability estimation with adaptive support vector regression surrogates (2016)An active learning reliability method combining Kriging constructed with exploration and exploitation of failure region and subset simulation (2019)Structural Reliability Analysis and Prediction (2017)An efficient Kriging-based subset simulation method for hybrid reliability analysis under random and interval variables with small failure probability (2019)Modeling, analysis, and optimization under uncertainties: a review (2021)Importance sampling in structural systems (1989)Local estimation of failure probability function and its confidence interval with maximum entropy principle (2006)Reliability assessment in structural dynamics (2013)A unified analysis framework of static and dynamic structural reliabilities based on direct probability integral method (2021)Reliability analysis—a review and some perspectives (2001)A critical appraisal of reliability estimation procedures for high dimensions (2004)Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation (2016)LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)Machine learning-based methods in structural reliability analysis: A review (2021)Reliability engineering (2011)Sequential importance sampling for structural reliability analysis (2016)Benchmark study on reliability estimation in higher dimensions of structural systems – An overview (2006)Sensitivity estimation of failure probability applying line sampling (2017)An interval finite element method for the analysis of structures with spatially varying uncertainties (2018)An efficient Monte Carlo strategy for elasto-plastic structures based on recurrent neural networks (2019)
this work references cited by second hop

References

  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 2011Assessing small failure probabilities by combined subset simulation and Support Vector Machines419 cited
  • 2005Reliability-based design sensitivity by efficient simulation330 cited
  • 2014Engineering Risk Assessment with Subset Simulation315 cited
  • 2006Application of subset simulation methods to reliability benchmark problems285 cited
  • 2008Subset simulation for structural reliability sensitivity analysis284 cited
  • 2012Accelerated subset simulation with neural networks for reliability analysis213 cited
  • 2011Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions213 cited
  • 2009Computational Analysis of Randomness in Structural Mechanics168 cited
  • 2004Reliability estimation for dynamical systems subject to stochastic excitation using subset simulation with splitting135 cited

Cited by

  • 2019A novel fractional moments-based maximum entropy method for high-dimensional reliability analysis115 cited
  • 2017An adaptive hybrid single-loop method for reliability-based design optimization using iterative control strategy93 cited
  • 2019A sampling-based method for high-dimensional time-variant reliability analysis87 cited
  • 2020

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Time-variant system reliability analysis method for a small failure probability problem
87 cited
  • 2018Time-variant reliability assessment for multiple failure modes and temporal parameters83 cited
  • 2020A combined radial basis function and adaptive sequential sampling method for structural reliability analysis79 cited
  • 2022An expected integrated error reduction function for accelerating Bayesian active learning of failure probability79 cited
  • 2021A single-loop Kriging coupled with subset simulation for time-dependent reliability analysis68 cited
  • 2018The geometry of limit state function graphs and subset simulation: Counterexamples64 cited
  • 2022IE-AK: A novel adaptive sampling strategy based on information entropy for Kriging in metamodel-based reliability analysis61 cited
  • 2024Enhanced soft Monte Carlo simulation coupled with support vector regression for structural reliability analysis59 cited
  • 2020Active learning and active subspace enhancement for PDEM-based high-dimensional reliability analysis47 cited
  • 2017A new unequal-weighted sampling method for efficient reliability analysis45 cited
  • 2021Estimation of small failure probability using generalized subset simulation45 cited
  • 2017An efficient method for reliability-based design optimization of nonlinear inelastic steel space frames39 cited
  • 2017An efficient method of system reliability analysis of steel cable-stayed bridges39 cited