Dyna-1 Project is Now in Print!

Lufan Xiao
10 August 2026

The paper “Learning millisecond protein dynamics from what is missing in NMR spectra” describing Dyna-1, which predicts µs–ms conformational dynamics on motions tied to enzyme catalysis and ligand binding from protein sequences, has just been accepted by Nature.

Congratulations to co-first authors Hannah Wayment-Steele and Gina El Nesr, as well as everyone else involved, on another elegant work on protein dynamics! The project was a collaboration with Sergey Ovchinnikov at MIT.

Click on this link for the acclerated preview of the article, and/or head over to the publication page for more information.