References

• 2008Aleatory or epistemic? Does it matter?2,450 cited
• 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
• 1999A new adaptive importance sampling scheme for reliability calculations564 cited
• 2013Metamodel-based importance sampling for structural reliability analysis535 cited
• 2023Support vector machine in structural reliability analysis: A review507 cited
• 2021Machine learning-based methods in structural reliability analysis: A review370 cited
• 2022Active learning for structural reliability: Survey, general framework and benchmark282 cited
• 2020Adaptive approaches in metamodel-based reliability analysis: A review280 cited
• 2022A review and assessment of importance sampling methods for reliability analysis273 cited
• 2008Unified Uncertainty Analysis by the First Order Reliability Method249 cited
• 2005Reliability-Based Design With the Mixture of Random and Interval Variables247 cited
• 2011Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions213 cited
• 2014An active learning kriging model for hybrid reliability analysis with both random and interval variables