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SynTech CDT Publications 2022
1.
A review of molecular representation in the age of machine learning
D. Wigh, J. Goodman, A. 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.
O. Griffiths, S. Ley
ACS, 2022, (10.1021/acs.joc.2c01684)
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