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SynTech CDT Publications 2022


A review of molecular representation in the age of machine learning


D. Wigh, J. GoodmanA. Lapkin


WIREs, 2022, (10.1002/wcms.1603


The effect of chemical representation on active machine learning towards closed-loop optimization


A. Pomberger, A.A. Pedrina McCarthy, A. Khan, S. Sung, C.J. Taylor, M.J. Gaunt, L. Colwell, D. Walz, A. Lapkin


Reaction Chemistry & Engineering, 2022, (10.1039/D2RE00008C


Automated pH Adjustment Driven by Robotic Workflows and Active Machine Learning

A. Pomberger, N. Jose, D. Walz, J. Meissner, M. Kopczynski, P. Muller-Bischof, A. Lapkin 

Chemical Engineering Journal, 2022, (10.1016/j.cej.2022.139099)


Multicomponent Direct Assembly of N-Heterospirocycles Facilitated by Visible-Light-Driven Photocatalysis


O. Griffiths, S. Ley

ACS, 2022, (10.1021/acs.joc.2c01684)

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