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Optimizing uncertainty estimation in Enhanced Monte Carlo methods
16 references·0 citing·44 second hop
Optimizing uncertainty estimation in Enhanced Monte Carlo methods (2025)Optimizing uncertainty estimation in Enha…Active Kriging-based conjugate first-order reliability method for highly efficient structural reliability analysis using resample strategy (2024)Active Kriging-based conjugat…Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)Monte Carlo and variance redu…An enhanced uniform simulation approach coupled with SVR for efficient structural reliability analysis (2023)An enhanced uniform simulatio…EMCS-SVR: Hybrid efficient and accurate enhanced simulation approach coupled with adaptive SVR for structural reliability analysis (2022)EMCS-SVR: Hybrid efficient an…A review and assessment of importance sampling methods for reliability analysis (2022)A review and assessment of im…Machine learning-based methods in structural reliability analysis: A review (2021)Machine learning-based method…Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis (2021)Hybrid enhanced Monte Carlo s…Efficient methodology for the probabilistic safety assessment of high-speed railway bridges (2015)Efficient methodology for the…Reliability analysis of large structural systems (2011)Reliability analysis of large…System reliability analysis by enhanced Monte Carlo simulation (2009)System reliability analysis b…Structural Reliability: Statistical Learning Perspectives (2004)Structural Reliability: Stati…Reliability of structures in high dimensions. Part II. 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References

  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 1984Maximum Likelihood Estimation of Models for Residual Covariance in Spatial Regression851 cited
  • 1993A benchmark study on importance sampling techniques in structural reliability380 cited
  • 2004Reliability of structures in high dimensions, part I: algorithms and applications370 cited
  • 2021Machine learning-based methods in structural reliability analysis: A review370 cited
  • 2022A review and assessment of importance sampling methods for reliability analysis273 cited
  • 2021Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis242 cited
  • 2023Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review234 cited
  • 2009System reliability analysis by enhanced Monte Carlo simulation212 cited
  • 2022EMCS-SVR: Hybrid efficient and accurate enhanced simulation approach coupled with adaptive SVR for structural reliability analysis120 cited
  • 2024Active Kriging-based conjugate first-order reliability method for highly efficient structural reliability analysis using resample strategy110 cited
  • 2023An enhanced uniform simulation approach coupled with SVR for efficient structural reliability analysis100 cited
  • 2004Structural Reliability: Statistical Learning Perspectives71 cited

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  • 2011Reliability analysis of large structural systems46 cited
  • 2004Reliability of structures in high dimensions. Part II. Theoretical validation45 cited
  • 2015Efficient methodology for the probabilistic safety assessment of high-speed railway bridges43 cited
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