Publications

Automated ph adjustment driven by robotic workflows and active machine learning.

A. Pomberger, N. Jose, D. Walz, J. Meissner, C. Holze, M. Kopczynski, P. Müller-Bischof, A.A. Lapkin.
Chemical Engineering Journal
January 1, 2023

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

A. Pomberger, Pedrina McCarthy, A. Khan, S. Sung, C. J. Taylor, M. J. Gaunt, L. Colwell, D. Walz, and A. A. Lapkin.
Reaction Chemistry & Engineering
March 11, 2022

A review of molecular representation in the age of machine learning

Daniel S. Wigh, Jonathon M. Goodman, Alexei A. Lapkin
WIREs Computational Molecular Science
February 18, 2022