Kroll, Alexander

A general model to predict small molecule substrates of enzymes based on machine and deep learning

Kroll, A., Ranjan, S., Engqvist, M. K. M., & Lercher, M. J. (2023) · Nature Communications

Machine Learning in BioinformaticsComputational Drug Discovery Methods

Cited by 193

Turnover number predictions for kinetically uncharacterized enzymes using machine and deep learning

Kroll, A., Rousset, Y., Hu, X.-P., Liebrand, N. A., & Lercher, M. J. (2023) · Nature Communications

Machine Learning in BioinformaticsMicrobial Metabolic Engineering and Bioproduction

Cited by 186

Deep learning allows genome-scale prediction of Michaelis constants from structural features

Kroll, A., Engqvist, M. K. M., Heckmann, D., & Lercher, M. J. (2021) · PLOS Biology

Microbial Metabolic Engineering and BioproductionMachine Learning in Bioinformatics

Cited by 132