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Single-sequence protein structure prediction by integrating protein language models 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2024, 卷号: 121, 期号: 13, 页码: 7
作者:  Jing, Xiaoyang;  Wu, Fandi;  Luo, Xiao;  Xu, Jinbo
收藏  |  浏览/下载:6/0  |  提交时间:2024/05/20
protein structure prediction  protein language model  single-sequence protein structure rediction  antibody structure prediction  single mutation effect  
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:18/0  |  提交时间:2024/05/20
Deep learning  protein structure prediction  
Protein Structure Prediction: Challenges, Advances, and the Shift of Research Paradigms 期刊论文
GENOMICS PROTEOMICS & BIOINFORMATICS, 2023, 卷号: 21, 期号: 5, 页码: 913-925
作者:  Huang, Bin;  Kong, Lupeng;  Wang, Chao;  Ju, Fusong;  Zhang, Qi;  Zhu, Jianwei;  Gong, Tiansu;  Zhang, Haicang;  Yu, Chungong;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载:6/0  |  提交时间:2024/05/20
Protein folding  Protein structure prediction  Deep learning  Transformer  Language model  
Improving protein structure prediction using templates and sequence embedding 期刊论文
BIOINFORMATICS, 2023, 卷号: 39, 期号: 1, 页码: 8
作者:  Wu, Fandi;  Jing, Xiaoyang;  Luo, Xiao;  Xu, Jinbo
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
Seq-SetNet: directly exploiting multiple sequence alignment for protein secondary structure prediction 期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 4, 页码: 990-996
作者:  Ju, Fusong;  Zhu, Jianwei;  Zhang, Qi;  Wei, Guozheng;  Sun, Shiwei;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载:22/0  |  提交时间:2022/12/07
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:23/0  |  提交时间:2022/12/07
deep learning and protein threading  protein alignment  protein structure prediction  
FALCON2: a web server for high-quality prediction of protein tertiary structures 期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 14
作者:  Kong, Lupeng;  Ju, Fusong;  Zhang, Haicang;  Sun, Shiwei;  Bu, Dongbo
收藏  |  浏览/下载:42/0  |  提交时间:2021/12/01
Protein structure prediction  Template-based modeling  Ab initio prediction  Protein structure prediction web service  
COMTOP: Protein Residue-Residue Contact Prediction through Mixed Integer Linear Optimization 期刊论文
MEMBRANES, 2021, 卷号: 11, 期号: 7, 页码: 21
作者:  Reza, Md Selim;  Zhang, Huiling;  Hossain, Md Tofazzal;  Jin, Langxi;  Feng, Shengzhong;  Wei, Yanjie
收藏  |  浏览/下载:41/0  |  提交时间:2021/12/01
protein residue-residue contact  contact prediction  mixed integer linear programming  machine learning  protein sequence  
CopulaNet: Learning residue co-evolution directly from multiple sequence alignment for protein structure prediction 期刊论文
NATURE COMMUNICATIONS, 2021, 卷号: 12, 期号: 1, 页码: 9
作者:  Ju, Fusong;  Zhu, Jianwei;  Shao, Bin;  Kong, Lupeng;  Liu, Tie-Yan;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载:40/0  |  提交时间:2021/12/01
Deep template-based protein structure prediction 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2021, 卷号: 17, 期号: 5, 页码: 18
作者:  Wu, Fandi;  Xu, Jinbo
收藏  |  浏览/下载:35/0  |  提交时间:2021/12/01