2 papers
q-bio.BM2026
HERMES: Holographic Equivariant neuRal network model for Mutational Effect and Stability prediction
Gian Marco Visani, William Galvin, Zac Jones +5
Predicting the stability and fitness effects of amino acid mutations in proteins is a cornerstone of biological discovery and engineering. Various experimental techniques have been…
physics.bio-ph2024
Loop-Diffusion: an equivariant diffusion model for designing and scoring protein loops
Kevin Borisiak, Gian Marco Visani, Armita Nourmohammad
Predicting protein functional characteristics from structure remains a central problem in protein science, with broad implications from understanding the mechanisms of disease to d…