Author

Yi Cai

South China University of TechnologyORCID 0000-0001-8264-3357Unclaimed ORCID profile · follow to get notified of new preprints

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 Junwen Luo· 2 shared Xiaofeng YangiD· 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

Co-Author Collaboration Network

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

BioinformaticsbioRxivPreprintDec 22, 2020

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

Junwen Luo, Yi Cai, Jialin Wu…·Zhanglin Lin

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

2 citations

protein structuredeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintAug 12, 2020

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…·Zhanglin Lin

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

1 citation

protein structuredeep learning

𝕏 PostBluesky