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Cascade ensemble learning for multi-level reliability evaluation
12 references·8 citing·44 second hop
Cascade ensemble learning for multi-level reliability evaluation (2024)Cascade ensemble learning for multi-level…An enhanced uniform simulation approach coupled with SVR for efficient structural reliability analysis (2023)An enhanced uniform simulatio…Hybrid and enhanced PSO: Novel first order reliability method-based hybrid intelligent approaches (2022)Hybrid and enhanced PSO: Nove…EMCS-SVR: Hybrid efficient and accurate enhanced simulation approach coupled with adaptive SVR for structural reliability analysis (2022)EMCS-SVR: Hybrid efficient an…Recent advances in reliability analysis of aeroengine rotor system: a review (2021)Recent advances in reliabilit…Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis (2021)Hybrid enhanced Monte Carlo s…Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods (2021)Copula-based reliability and …An integrated reliability approach with improved importance sampling for low-cycle fatigue damage prediction of turbine disks (2020)An integrated reliability app…An improved TRPD method for time-variant reliability analysis (2018)An improved TRPD method for t…Support vector machine for structural reliability analysis (2006)Support vector machine for st…Response surface method using vector projected sampling points (1997)Response surface method using…New approximations for SORM integrals (1994)New approximations for SORM i…Random variables, joint distribution functions, and copulas (1973)Random variables, joint distr…Generative data-physics fusion for hierarchical reliability assessment (2026)Generative data-physics fusio…Prioritized experience replay-based adaptive hybrid method for aerospace structural reliability analysis (2025)Prioritized experience replay…AEK-MFIS: An adaptive ensemble of Kriging models based on multi-fidelity simulations and importance sampling for small failure probabilities (2025)AEK-MFIS: An adaptive ensembl…Adaptive Kriging-assisted multi-fidelity subset simulation for reliability analysis (2025)Adaptive Kriging-assisted mul…Enhanced support vector machine-based moving regression strategy for response prediction and reliability estimation of complex structure (2024)Enhanced support vector machi…Distributed-collaborative surrogate modeling approach for creep-fatigue reliability assessment of turbine blades considering multi-source uncertainty (2024)Distributed-collaborative sur…An improved adaptive Kriging method for the possibility-based design optimization and its application to aeroengine turbine disk (2024)An improved adaptive Kriging …A new active learning surrogate model for time- and space-dependent system reliability analysis (2024)A new active learning surroga…Response‐Surface Approach for Reliability Analysis (1989)A fast and efficient response surface approach for structural reliability problems (1990)A new look at the 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analysis: A comprehensive review (2023)Exact and Invariant Second-Moment Code Format (1974)Structural reliability under combined random load sequences (1978)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)Active Kriging-based conjugate first-order reliability method for highly efficient structural reliability analysis using resample strategy (2024)Application of kriging method to structural reliability problems (2004)LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)Structural dynamic reliability analysis: review and prospects (2022)Enhanced soft Monte Carlo simulation coupled with support vector regression for structural reliability analysis (2024)A general procedure for first/second-order reliabilitymethod (FORM/SORM) (1999)UQLab: A Framework for Uncertainty Quantification in Matlab (2014)MCMC algorithms for Subset Simulation (2015)A novel hybrid adaptive framework for support 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References

  • 1973Random variables, joint distribution functions, and copulas680 cited
  • 1997Response surface method using vector projected sampling points413 cited
  • 2021Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis242 cited
  • 2021Recent advances in reliability analysis of aeroengine rotor system: a review148 cited
  • 1994New approximations for SORM integrals140 cited
  • 2006Support vector machine for structural reliability analysis133 cited
  • 2022Hybrid and enhanced PSO: Novel first order reliability method-based hybrid intelligent approaches126 cited
  • 2022EMCS-SVR: Hybrid efficient and accurate enhanced simulation approach coupled with adaptive SVR for structural reliability analysis120 cited
  • 2023An enhanced uniform simulation approach coupled with SVR for efficient structural reliability analysis100 cited
  • 2021Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods93 cited
  • 2018An improved TRPD method for time-variant reliability analysis76 cited
  • 2020An integrated reliability approach with improved importance sampling for low-cycle fatigue damage prediction of turbine disks65 cited

Cited by

  • 2024Distributed-collaborative surrogate modeling approach for creep-fatigue reliability assessment of turbine blades considering multi-source uncertainty

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47 cited
  • 2024A new active learning surrogate model for time- and space-dependent system reliability analysis41 cited
  • 2026Generative data-physics fusion for hierarchical reliability assessment40 cited
  • 2024Enhanced support vector machine-based moving regression strategy for response prediction and reliability estimation of complex structure33 cited
  • 2025Adaptive Kriging-assisted multi-fidelity subset simulation for reliability analysis24 cited
  • 2024An improved adaptive Kriging method for the possibility-based design optimization and its application to aeroengine turbine disk18 cited
  • 2025AEK-MFIS: An adaptive ensemble of Kriging models based on multi-fidelity simulations and importance sampling for small failure probabilities14 cited
  • 2025Prioritized experience replay-based adaptive hybrid method for aerospace structural reliability analysis14 cited