Active learning guides automated discovery of DNA delivery via electroporation for non-model microbes
Stephanie L. Brumwell, Allison Lord, Anna D. Corts, Sierra Harken, Alexander Crits‐Christoph, Mary-Anne Nguyen, Julia Leung, Kerrin Mendler, Ariela Esmurria, Charlie Gilbert, Lilan Ling, Henry H. Lee, Nili Ostrov
This paper develops an automated platform using active learning to discover electroporation protocols for non-model microbes, achieving higher transformation efficiency for industrial chassis.
bioRxiv · Nov 18, 2025 · PreprintMicrobiology