An efficient structural reliability analysis method with active learning Kriging-assisted robust adaptive importance sampling

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

Natural Sciences, Computer Science, Algorithms +10

A statistical approach to some basic mine valuation problems on the Witwatersrand

D.G. Krige · Journal of the Southern African Institute of Mining and Metallurgy · 1951 · 2.4K citations

Engineering, Mining Engineering, Natural Resource Economics +15

Global sensitivity analysis using polynomial chaos expansions

Bruno Sudret · Reliability Engineering & System Safety · 2007 · 2.4K citations

Natural Sciences, Computational Engineering, Mathematics +12

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