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High-Dimensional Reliability Analysis with Error-Guided Active-Learning Probabilistic Support Vector Machine: Application to Wind-Reliability Analysis of Transmission Towers
16 references·5 citing·42 second hop
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support vector machine for reliability analysis of high-dimensional problems (2012)Adaptive virtual support vect…Assessing small failure probabilities by combined subset simulation and Support Vector Machines (2011)Assessing small failure proba…AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCS: An active learning re…Nested Latin hypercube designs (2009)Nested Latin hypercube designsBenchmark study of numerical methods for reliability-based design optimization (2009)Benchmark study of numerical …Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)Efficient Global Reliability …Moment methods for structural reliability (2001)Moment methods for structural…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…Efficient Algorithm for Second‐Order Reliability Analysis (1991)Efficient Algorithm for Secon…Importance sampling in structural systems (1989)Importance sampling in struct…High-dimensional reliability-based structural design optimization: A surrogate model-assisted decoupled method based on importance sampling quantiles (2025)High-dimensional reliability-…Analytical robust design optimization for hybrid design variables: An active-learning methodology based on polynomial chaos Kriging (2024)Analytical robust design opti…PDEM-based multi-component and global reliability evaluation framework for steel tubular transmission towers with semi-rigid connections (2023)PDEM-based multi-component an…An efficient structural reliability analysis method with active learning Kriging-assisted robust adaptive importance sampling (2023)An efficient structural relia…Reliability assessment of guyed transmission towers through active learning metamodeling and progressive collapse simulation (2022)Reliability assessment of guy…Exact and Invariant Second-Moment Code Format (1974)A fast and efficient response surface approach for 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Version 5.0, user's manual. (2010)Global sensitivity analysis using polynomial chaos expansions (2007)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis (2018)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses (2022)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 for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Adaptive approaches in metamodel-based reliability analysis: A review (2020)
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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
  • 2014UQLab: A Framework for Uncertainty Quantification in Matlab1,018 cited
  • 2001Moment methods for structural reliability633 cited
  • 1989Importance sampling in structural systems604 cited
  • 2009Benchmark study of numerical methods for reliability-based design optimization453 cited
  • 2011Assessing small failure probabilities by combined subset simulation and Support Vector Machines419 cited
  • 2016Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation412 cited
  • 1991Efficient Algorithm for Second‐Order Reliability Analysis293 cited
  • 2017An efficient reliability method combining adaptive Support Vector Machine and Monte Carlo Simulation290 cited
  • 2019Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework213 cited
  • 2018ESC: an efficient error-based stopping criterion for kriging-based reliability analysis methods180 cited
  • 2018REAK: Reliability analysis through Error rate-based Adaptive Kriging

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162 cited
  • 2009Nested Latin hypercube designs151 cited
  • 2012Adaptive virtual support vector machine for reliability analysis of high-dimensional problems106 cited
  • Cited by

    • 2023PDEM-based multi-component and global reliability evaluation framework for steel tubular transmission towers with semi-rigid connections31 cited
    • 2022Reliability assessment of guyed transmission towers through active learning metamodeling and progressive collapse simulation21 cited
    • 2025High-dimensional reliability-based structural design optimization: A surrogate model-assisted decoupled method based on importance sampling quantiles20 cited
    • 2023An efficient structural reliability analysis method with active learning Kriging-assisted robust adaptive importance sampling19 cited
    • 2024Analytical robust design optimization for hybrid design variables: An active-learning methodology based on polynomial chaos Kriging16 cited