Efficient aerodynamic shape optimization using variable-fidelity surrogate models and multilevel computational grids

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.5K citations

Design and Analysis of Computer Experiments

Jerome Sacks, William J. Welch, Toby J. Mitchell et al. · Statistical Science · 1989 · 6.9K citations · Full text

Engineering, Machine Learning, Experimental Technology +25

Principles of geostatistics

G. Matheron · Economic Geology · 1963 · 4.7K citations

Ore Exploration, Engineering, Ore Grades +18

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

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Hydrogeology, Mining Environment, Engineering +13

Surrogate-based analysis and optimization

Néstor V. Queipo, Raphael T. Haftka, Wei Shyy et al. · Progress in Aerospace Sciences · 2005 · 2.3K citations · Full text

Continuous Optimization, Derivative-free Optimization, Data Surrogate +2