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

Abstract 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...

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Bibliographic Details
Main Authors: Fang Wu, Lirong Wu, Dragomir Radev, Jinbo Xu, Stan Z. Li
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-023-05133-1