An active learning kriging model for hybrid reliability analysis with both random and interval variables

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

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

DACE - A Matlab Kriging Toolbox

Hans Bruun Nielsen, Søren Lophaven, Jacob Søndergaard · 2002 · 937 citations

Natural Sciences, Computational Engineering, Computer Science +9

Application of kriging method to structural reliability problems

İrfan Kaymaz · Structural Safety · 2004 · 692 citations

Engineering, Civil Engineering, Computational Engineering +12