Author

Pengcheng Zhang

Beijing National Research Center for Information Science and TechnologyORCID 0000-0003-3524-3478Unclaimed ORCID profile · follow to get notified of new preprints

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Pengcheng Zhang1 paper

Biology Disciplines

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Synthetic Biology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:E. coli· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Lei WeiiD· 2 shared Xiaowo WangiD· 2 shared Hanwen XuiD· 1 shared Haochen WangiD· 1 shared Michael Q. ZhangiD· 1 shared Shuailin LiiD· 1 shared Tao HuiD· 1 shared Zhen XieiD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 24 mutual co-author links

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2 shared papersSynthetic Biology

Lei WeiORCID

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2 papers

Recent·Most cited

Synthetic BiologybioRxivPreprintNov 8, 2021

PccGEO: prior constraints conditioned genetic elements optimization

Hanwen Xu, Pengcheng Zhang, Haochen Wang…·Xiaowo Wang

PccGEO designs functional genetic elements using a knowledge-constrained deep learning model, achieving high success rates in promoter design for E. coli.

DOI 10.1101/2021.11.08.467823

E. colideep learning

𝕏 PostBluesky

Systems BiologyCell ReportsPeer-reviewedAug 1, 2021

Characterizing microRNA-mediated modulation of gene expression noise and its effect on synthetic gene circuits

Lei Wei, Shuailin Li, Pengcheng Zhang…·Xiaowo Wang

This study quantifies how microRNAs modulate gene expression noise and shows how this affects synthetic gene circuits and cell type classification.

28 citations

statistical model

𝕏 PostBluesky