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Integration of pre-trained protein language models into geometric deep learning networks

Geometric deep learning has recently achieved great success in non-Euclidean domains, and learning on 3D structures of large biomolecules is emerging as a distinct research area. However, its efficacy is largely constrained due to the limited quantity of structural data. Meanwhile, protein language...

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Detalles Bibliográficos
Autores principales: Wu, Fang, Wu, Lirong, Radev, Dragomir, Xu, Jinbo, Li, Stan Z.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457366/
https://www.ncbi.nlm.nih.gov/pubmed/37626165
http://dx.doi.org/10.1038/s42003-023-05133-1