Author

Shengyun Peng

ORCID 0000-0002-2175-0105Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Organism:E. coli· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Adriana Lucía-SanziD· 1 shared Animesh GuptaiD· 1 shared Chung Yin LeungiD· 1 shared Joshua S. WeitziD· 1 shared Justin R. MeyeriD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Adriana Lucía-SanzORCID

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1 paper

Recent·Most cited

Inferring strain-level mutational drivers of phage-bacteria interaction phenotypes arising during coevolutionary dynamics

Adriana Lucía-Sanz, Shengyun Peng, Chung Yin Leung, Animesh Gupta, Justin R. Meyer, Joshua S. Weitz

The paper uses machine learning to predict phage-bacteria interactions from genome sequences and phenotypic data, achieving 86% accuracy in predicting interactions and reducing error by 40%.

Virus Evolution · Jan 1, 2024Peer-reviewedBioinformatics