REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis

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

Principles of geostatistics

G. Matheron · Economic Geology · 1963 · 4.8K citations

Engineering, Geology, Mining Engineering +17

Exact and Invariant Second-Moment Code Format

A. M. Hasofer, Niels C. Lind · Journal of the Engineering Mechanics Division · 1974 · 3.1K citations

Computing, Computational Engineering, Measurement Invariance +10

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