Parametrically guided design of beta barrels and transmembrane nanopores using deep learning

Proceedings of the National Academy of Sciences, Volume 122, Issue 38, September 2025. <br/>SignificanceBeta barrel proteins have previously been designed de novo using “blueprint”-based methods that require expert knowledge of the rules of folding and provide only indirect control of the overall barrel shape by specifying structural features …