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Accurate prediction of RNA secondary structure including pseudoknots through solving minimum-cost flow with learned potentials 期刊论文
COMMUNICATIONS BIOLOGY, 2024, 卷号: 7, 期号: 1, 页码: 13
作者:  Gong, Tiansu;  Ju, Fusong;  Bu, Dongbo
收藏  |  浏览/下载:3/0  |  提交时间:2024/05/20
SASA-Net: A Spatial-Aware Self-Attention Mechanism for Building Protein 3D Structure Directly From Inter- Residue Distances 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2023, 卷号: 20, 期号: 6, 页码: 3482-3488
作者:  Gong, Tiansu;  Ju, Fusong;  Sun, Shiwei;  Bu, Dongbo
收藏  |  浏览/下载:6/0  |  提交时间:2024/05/20
Deep learning  protein structure prediction  
ProALIGN: Directly Learning Alignments for Protein Structure Prediction via Exploiting Context-Specific Alignment Motifs 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2022, 页码: 14
作者:  Kong, Lupeng;  Ju, Fusong;  Zheng, Wei-mou;  Zhu, Jianwei;  Sun, Shiwei;  Xu, Jinbo;  Bu, Dongbo
收藏  |  浏览/下载:18/0  |  提交时间:2022/12/07
deep learning and protein threading  protein alignment  protein structure prediction  
Predicting protein inter-residue contacts using composite likelihood maximization and deep learning 期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 11
作者:  Zhang, Haicang;  Zhang, Qi;  Ju, Fusong;  Zhu, Jianwei;  Gao, Yujuan;  Xie, Ziwei;  Deng, Minghua;  Sun, Shiwei;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载:46/0  |  提交时间:2020/12/10
Residue-residue contacts prediction  Deep learning  Markov random fields  Composite likelihood maximization