Deep learning-based joint sequence-structure de novo membrane protein design
Lucas S. P. Rudden, Remo Bättig, Vinnie Andrews, Julie V. Nguyen, Martin Stoll, Lorenzo Scutteri, Michal Winnicki, Melissa Joy Call, Matthew Edwin Call, Damien Thévenin, Patrick Barth
This paper introduces TMDiffusion, a deep learning model for designing membrane proteins, achieving high experimental success and accurate structural predictions.
bioRxiv · Aug 15, 2025 · PreprintBiophysics