Multi-fidelity data-driven design and analysis of reactor and tube simulations

Perry's chemical engineers' handbook

Don Wesley Green, Robert Howard Perry · Choice Reviews Online · 2008 · 10.2K citations · Full text

Engineering, Chemical Engineering, Chemistry +7

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams · arXiv (Cornell University) · 2012 · 5.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

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

Michael D. McKay, Reginald Beckman, W. J. Conover · Technometrics · 1979 · 3.8K citations

Natural Sciences, Computer Science, Mathematics +17

Sequential kriging optimization using multiple-fidelity evaluations

D. Huang, Theodore T. Allen, William I. Notz et al. · Structural and Multidisciplinary Optimization · 2006 · 431 citations

Computing, Computational Engineering, Optimization +6

Predictive Entropy Search for Efficient Global Optimization of Black-box Functions

José Miguel Hernández-Lobato, Matthew W. Hoffman, Zoubin Ghahramani · arXiv (Cornell University) · 2014 · 400 citations · Full text

Computing, Biotechnology, Computer Science +15