HERMES: Holographic Equivariant neuRal network model for Mutational Effect and Stability prediction
Gian Marco Visani, William Galvin, Zac Jones, Michael Neal Pun, Eric Daniel, Kevin Borisiak, Utheri Wagura, Armita Nourmohammad
HERMES predicts mutational effects on protein stability and binding affinity using structure-based models, showing strong performance and identifying antigen-stabilizing mutations for vaccine design.
bioRxiv · Jul 9, 2024 · PreprintBioinformatics