E. Davis

A kriging method for the solution of nonlinear programs with black‐box functions

M. Ierapetritou, E. Davis, 2007 .

Predictive Modeling for Pharmaceutical Processes Using Kriging and Response Surface

Fernando J. Muzzio, Eddie Davis, Zhenya Jia, 2009, Journal of Pharmaceutical Innovation.

A kriging based method for the solution of mixed-integer nonlinear programs containing black-box functions

Marianthi G. Ierapetritou, Eddie Davis, M. Ierapetritou, 2009, J. Glob. Optim..

A centroid-based sampling strategy for kriging global modeling and optimization

Marianthi G. Ierapetritou, Eddie Davis, M. Ierapetritou, 2009 .

A Kriging-Based Approach to MINLP Containing Black-Box Models and Noise

Marianthi G. Ierapetritou, Eddie Davis, M. Ierapetritou, 2008 .

Adaptive optimisation of noisy black-box functions inherent in microscopic models

Marianthi G. Ierapetritou, Eddie Davis, M. Ierapetritou, 2007, Comput. Chem. Eng..

Solving MINLP containing noisy variables and black-box functions using Branch-and-Bound

Eddie Davis, E. Davis, 2006 .