Leif Seute

@leif-seute.bsky.social

ML for science at Heidelberg Institute for Theoretical Studies and Max Planck Institute for Polymer Research

Ever wondered how one can design dynamics into proteins? Check out our work on flexibility conditioned protein structure design at ICML (Poster W-109, Thu. 11am)! We introduce a flow matching framework for generating protein backbones with custom per-residue flexibility, validated by 300ns of MD.

Seva Viliuga@proteinator.bsky.social · last yr.

1/6 One of the key features of functional proteins is their inherent structural flexibility. In our recent work at #ICML, we introduce flexibility to protein structure design! More in a thread below. Code / Tutorial: github.com/graeter-grou... Poster: W-109, Thu 17 Jul 11 a.m. PDT — 1:30 p.m. PDT