Author

Yan Zheng

Fudan UniversityORCID 0000-0003-2041-377XUnclaimed ORCID profile · follow to get notified of new preprints

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Yan Zheng1 paper · Capital Medical University

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Synthetic Biology· 1

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Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Approach:large language model· 1 Assay:whole-genome sequencing· 1

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Guoping ZhaoiD· 1 shared Guoqing ZhangiD· 1 shared Jiqing LiiD· 1 shared Na JiaoiD· 1 shared Peng Zhang· 1 shared Ruixin ZhuiD· 1 shared Tingjun XuiD· 1 shared Weili LiniD· 1 shared

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1 shared paperSynthetic Biology

Guoping ZhaoORCID

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Recent·Most cited

Synthetic BiologybioRxivPreprintMar 2, 2025

DeepSeMS: a large language model reveals hidden biosynthetic potential of the global ocean microbiome

Tingjun Xu, Yuwei Yang, Ruixin Zhu…·Na Jiao

DeepSeMS uses a large language model to predict chemical structures of secondary metabolites from microbial gene clusters, outperforming existing methods and discovering novel compounds in the ocean microbiome.

2 citations

DNA methylationwhole-genome sequencing

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