A new active learning method for system reliability analysis with multiple failure modes

Estimation of small failure probabilities in high dimensions by subset simulation

Siu‐Kui Au, James L. Beck · Probabilistic Engineering Mechanics · 2001 · 2.4K citations

Business, Biostatistics, Probability Theory +15

AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation

Benjamin Echard, Nicolas Gayton, Maurice Lemaire · Structural Safety · 2011 · 1.9K citations

Computing, Computational Engineering, Machine Learning +13

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

Barron Bichon, Michael Eldred, Laura Swiler et al. · AIAA Journal · 2008 · 1.1K citations

Engineering, Computational Engineering, Systems Engineering +16

A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models

Benjamin Echard, Nicolas Gayton, Maurice Lemaire et al. · Reliability Engineering & System Safety · 2012 · 656 citations

Computing, Computational Engineering, Industrial Engineering +16

LIF: A new Kriging based learning function and its application to structural reliability analysis

Zhili Sun, Jian Wang, Rui Li et al. · Reliability Engineering & System Safety · 2016 · 431 citations

Engineering, Civil Engineering, Computational Engineering +15