Author

Jian Liu

University of MissouriORCID 0000-0003-2636-5561Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Jian Liu13 papers · University of Alabama at Birmingham

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

Frequent Co-Authors

Jianlin Jack ChengiD· 2 shared Jie HouiD· 2 shared Tianqi WuiD· 2 shared Zhiye GuoiD· 2 shared Xiao CheniD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Jianlin Jack ChengORCID

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2 papers

Recent·Most cited

BioinformaticsProteins Structure Function and BioinformaticsPeer-reviewedJul 22, 2021

Improving protein tertiary structure prediction by deep learning and distance prediction in CASP14

Jian Liu, Tianqi Wu, Zhiye Guo…·Jianlin Jack Cheng

The paper improves protein tertiary structure prediction by enhancing deep learning and distance prediction methods in the MULTICOM system, achieving better performance in CASP14.

32 citations

protein structuredeep learning

𝕏 PostBluesky

BioinformaticsScientific ReportsPeer-reviewedMay 25, 2021

Protein model accuracy estimation empowered by deep learning and inter-residue distance prediction in CASP14

Xiao Chen, Jian Liu, Zhiye Guo…·Jianlin Jack Cheng

The paper develops deep learning-based EMA predictors for protein model accuracy estimation in CASP14, achieving top rankings in GDT-TS score loss.

15 citations

protein structuredeep learning

𝕏 PostBluesky