Journal Article

Peremezhney, Nicolai, Hines, Evor, Lapkin, Alexei and Connaughton, Colm (2014) Combining Gaussian processes, mutual information and a genetic algorithm for multi-target optimization of expensive-to-evaluate functions. Engineering Optimization, 46 (11). pp. 1593-1607. doi:10.1080/0305215X.2014.881997 ISSN 0305-215X.

Peremezhney, Nicolai, Connaughton, Colm, Unali, Gianfranco, Hines, Evor and Lapkin, Alexei (2012) Application of dimensionality reduction to visualisation of high-throughput data and building of a classification model in formulated consumer product design. Chemical Engineering Research and Design, Volume 90 (Number 12). pp. 2179-2185. doi:10.1016/j.cherd.2012.05.010 ISSN 0263-8762.

Thesis

Peremezhney, Nicolai (2013) Chemical product/process design and optimization : development of novel techniques and integration of bio-feedstocks. PhD thesis, University of Warwick.