Improving variable-fidelity surrogate modeling via gradient-enhanced kriging and a generalized hybrid bridge function

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

Principles of geostatistics

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

Engineering, Geology, Mining Engineering +17

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

Recent advances in surrogate-based optimization

Alexander I. J. Forrester, Andy J. Keane · Progress in Aerospace Sciences · 2009 · 2.3K citations

Natural Sciences, Computational Engineering, Mathematics +14

A trust-region framework for managing the use of approximation models in optimization

Natalia Alexandrov, J. E. Dennis, Robert Michael Lewis et al. · Structural and Multidisciplinary Optimization · 1998 · 635 citations

Natural Sciences, Decision Sciences, Optimization +9