An adaptive surrogate model approach for random vibration analysis of the train–bridge system

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

A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design

Haitao Liu, Yew-Soon Ong, Jianfei Cai · Structural and Multidisciplinary Optimization · 2017 · 434 citations

Architecture, Computational Engineering, Systems Engineering +15

A GF-discrepancy for point selection in stochastic seismic response analysis of structures with uncertain parameters

Jianbing Chen, Junyi Yang, Jie Li · Structural Safety · 2015 · 389 citations

Engineering, Civil Engineering, Geophysics +15

Important sampling in high dimensions

Siu‐Kui Au, James L. Beck · Structural Safety · 2002 · 369 citations

Natural Sciences, Physics, Statistics +3