Data-Efficient Exploration of Enzyme Function Using Family-Specific Machine Learning
F. Hafna Ahmed, Asher Bender, Asiri Wijesinghe, A. Y. Zhu, L Zhang, Leigh K. Gebbie, Adrian Marsh, Chie Ishitate, William Holdsworth, Candice Jones, Andrew C. Warden, H. H. Power, Cheng Soon Ong, Daniel Steinberg, Robert E. Speight
The paper combines experimental screening with sequence-based deep learning to efficiently discover high-performing enzyme variants.
bioRxiv · Jun 3, 2026 · PreprintBioengineering