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A benchmark study on intelligent sampling techniques in Monte Carlo simulation
16 references·2 citing·31 second hop
A benchmark study on intelligent sampling techniques in Monte Carlo simulation (2015)A benchmark study on intelligent sampling…Structural Reliability Analysis and Prediction (2017)Structural Reliability Analys…Global structural optimization considering expected consequences of failure and using ANN surrogates (2012)Global structural optimizatio…Reliability analysis of large structural systems (2011)Reliability analysis of large…Applications of asymptotic sampling on high dimensional structural dynamic problems (2011)Applications of asymptotic sa…System reliability analysis by enhanced Monte Carlo simulation (2009)System reliability analysis b…Asymptotic sampling for high-dimensional reliability analysis (2009)Asymptotic sampling for high-…Structural reliability analysis using deterministic finite element programs (2006)Structural reliability analys…Benchmark study on reliability estimation in higher dimensions of structural systems – An overview (2006)Benchmark study on reliabilit…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…A fast approximate method for parameter sensitivity estimation in Monte Carlo structural reliability (2003)A fast approximate method for…On Latin hypercube sampling for structural reliability analysis (2002)On Latin hypercube sampling f…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Comparison of Three Methods…A benchmark study on importance sampling techniques in structural reliability (1993)A benchmark study on importan…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods…Risk optimization using the Chernoff bound and stochastic gradient descent (2022)Risk optimization using the C…An improved binary bat flexible sampling algorithm for reliability-based design optimization of truss structures with discrete-continuous variables (2018)An improved binary bat flexib…Application of Structural Systems Reliability Theory (1986)Reliability-based Structural Design (2006)A new adaptive response surface method for reliability analysis (2012)Adaptive surrogate model with active refinement combining Kriging and a trust region method (2017)Risk and Reliability Analysis: Theory and Applications (2017)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)A critical appraisal of reliability estimation procedures for high dimensions (2004)Reliability of structures in high dimensions, part I: algorithms and applications (2004)Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions (2011)Reliability engineering (2011)Accelerated subset simulation with neural networks for reliability analysis (2012)Structural reliability under combined random load sequences (1978)Importance sampling in structural systems (1989)Optimization algorithms for structural reliability (1991)Important sampling in high dimensions (2002)A comparative study of uncertainty propagation methods for black-box-type problems (2008)Large Sample Properties of Simulations Using Latin Hypercube Sampling (1987)Life-cycle performance, management, and optimisation of structural systems under uncertainty: accomplishments and challenges (2010)Reliability analysis—a review and some perspectives (2001)Uncertainties in risk analysis: Six levels of treatment (1996)Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)A review of techniques for parameter sensitivity analysis of environmental models (1994)Importance measures in global sensitivity analysis of nonlinear models (1996)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Subset simulation for structural reliability sensitivity analysis (2008)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)
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References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 2017Structural Reliability Analysis and Prediction3,780 cited
  • 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,766 cited
  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 2002On Latin hypercube sampling for structural reliability analysis798 cited
  • 1993A benchmark study on importance sampling techniques in structural reliability380 cited
  • 2005Reliability-based design sensitivity by efficient simulation330 cited
  • 2006Application of subset simulation methods to reliability benchmark problems285 cited
  • 2006Benchmark study on reliability estimation in higher dimensions of structural systems – An overview220 cited
  • 2009System reliability analysis by enhanced Monte Carlo simulation212 cited
  • 2003A fast approximate method for parameter sensitivity estimation in Monte Carlo structural reliability188 cited
  • 2009Asymptotic sampling for high-dimensional reliability analysis153 cited
  • 2012Global structural optimization considering expected consequences of failure and using ANN surrogates64 cited
  • 2011Reliability analysis of large structural systems

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46 cited
  • 2006Structural reliability analysis using deterministic finite element programs33 cited
  • 2011Applications of asymptotic sampling on high dimensional structural dynamic problems29 cited
  • Cited by

    • 2018An improved binary bat flexible sampling algorithm for reliability-based design optimization of truss structures with discrete-continuous variables12 cited
    • 2022Risk optimization using the Chernoff bound and stochastic gradient descent10 cited