Author

Junwen Luo

South China University of Technology

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Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:protein structure· 2 Research Focus:protein structure prediction· 2 Research Focus:benchmarking· 1 Approach:experimental assay· 1 Research Focus:protein design· 1 Approach:statistical model· 1

Frequent Co-Authors

Hongmin CaiiD· 2 shared Xiaofeng YangiD· 2 shared Yi CaiiD· 2 shared Zhanglin LiniD· 2 shared Jialin WuiD· 1 shared Wei Zhu· 1 shared Xing Zhang· 1 shared

Activity by Year

2020-2020 · peak 2/yr

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7 top collaborators · 19 mutual co-author links

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2 shared papersBioinformatics

Hongmin CaiORCID

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2 papers

Recent·Most cited

Self-Supervised Representation Learning of Protein Tertiary Structures (PtsRep) and Its Implications for Protein Engineering

Junwen Luo, Yi Cai, Jialin Wu, Hongmin Cai, Xiaofeng Yang, Zhanglin Lin

PtsRep, a self-supervised framework for learning protein tertiary structure representations, outperforms existing methods in predicting protein stability and GFP fluorescence brightness.

bioRxiv · Dec 22, 2020 · PreprintBioinformatics

DeepPSC (protein structure camera): computer vision-based reconstruction of proteins backbone structure from alpha carbon trace as a case study

Xing Zhang, Junwen Luo, Yi Cai, Wei Zhu, Xiaofeng Yang, Hongmin Cai, Zhanglin Lin

This paper introduces DeepPSC, a deep learning method that reconstructs protein backbone structures from alpha carbon traces, outperforming existing methods.

bioRxiv · Aug 12, 2020 · PreprintBioinformatics