Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code

Michael D. McKay, Richard J. Beckman, W. J. Conover · Technometrics · 2000 · 7.6K citations

Natural Sciences, Computer Science, Mathematics +17

Design and Analysis of Computer Experiments

Jerome Sacks, William J. Welch, Toby J. Mitchell et al. · Statistical Science · 1989 · 7K citations · Full text

Computing, Computer Engineering, Computer Science +12

On the distribution of points in a cube and the approximate evaluation of integrals

I. M. Sobol · USSR Computational Mathematics and Mathematical Physics · 1967 · 2.9K citations

Computing, Computer Science, Computational Geometry +11

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