Skyscrapers

SynTech CDT Publications 2022

1.

A review of molecular representation in the age of machine learning

 

D. Wigh, J. GoodmanA. Lapkin

 

WIREs, 2022, (10.1002/wcms.1603

2.

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

3.

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)

4.

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

 

O. Griffiths, S. Ley

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