Protein language models trained on biophysical dynamics inform mutation effects

Proceedings of the National Academy of Sciences, Volume 123, Issue 4, January 2026. <br/>SignificanceThe sequence—structure (ensemble)—function relationship is central to biology. Protein dynamics in the structure ensemble determine function and mutation effects, and are widely used to study thermodynamics, folding pathways, and dynamic …