A platform for automated training of mammalian cell physiology
Patrick Erickson, Douglas Hazel, Ramses Martinez, Kostyantyn Shcherbina, Susan L. Marquez, Thomas C. Ferrante, Katarina Johnson, Angelina Pimkina, Hananel Hazan, Juanita Mathews, Adama Marie Sesay, Michael G. Levin
The paper introduces a platform called the Cell Trainer for automated training of mammalian cells using timed drug pulses and fluorescence imaging, demonstrating sensitization-like dynamics and feedback control in single-cell responses.
bioRxiv · Aug 17, 2026 · PreprintBioengineering