ABodyBuilder3: improved and scalable antibody structure predictions
Summary: In this article, we introduce ABodyBuilder3, an improved and scalable antibody structure prediction model based on ABodyBuilder2. We achieve a new state-of-the-art accuracy in the modelling of CDR loops by leveraging language model embeddings, and show how predicted structures can be furthe...
Main Authors: | Kenlay, H, Dreyer, FA, Cutting, D, Nissley, D, Deane, CM |
---|---|
Formato: | Journal article |
Idioma: | English |
Publicado: |
Oxford University Press
2024
|
Títulos similares
-
ABodyBuilder: automated antibody structure prediction with data-driven accuracy estimation
por: Leem, J, et al.
Publicado: (2016) -
Large scale paired antibody language models
por: Kenlay, H, et al.
Publicado: (2024) -
ImmuneBuilder: Deep-Learning models for predicting the structures of immune proteins
por: Abanades Kenyon, B, et al.
Publicado: (2023) -
Computationally profiling peptide: MHC recognition by T-cell receptors and T-cell receptor-mimetic antibodies
por: Raybould, MIJ, et al.
Publicado: (2023) -
Current structure predictors are not learning the physics of protein folding
por: Outeiral, C, et al.
Publicado: (2022)