Learning Complete Protein Representation by Deep Coupling of Sequence and Structure
Bozhen Hu, Cheng Tan, Jun Xia, Jiangbin Zheng, Yufei Huang, Lirong Wu, Yue Liu, Yongjie Xu, Stan Ziqing Li
This paper introduces CoupleNet, a model that integrates protein sequence and structure to improve representation learning, achieving better performance in fold classification and function prediction.
bioRxiv · Jul 5, 2023 · PreprintBioinformatics