Author

Luning Zhou

Ocean University of ChinaORCID 0000-0001-5283-4769Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:metabolism & bioenergetics· 1 Assay:metabolomics· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Huang Xiaofei· 1 shared Li Dehai· 1 shared Peng JiXing· 1 shared Wang Wenxue· 1 shared Wu ShuangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperMicrobiology

Huang Xiaofei

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1 paper

Recent·Most cited

MicrobiologybioRxivPreprintMar 19, 2026

BertMS-enabled molecular networking for unknown compounds dereplication

Luning Zhou, Wu Shuang, Peng JiXing…·Li Dehai

This paper introduces BertMS, a transformer-based spectral similarity framework that improves compound identification in metabolomics by better capturing structural relationships in MS/MS data.

DOI 10.64898/2026.03.19.712370

metabolomicsdeep learning

𝕏 PostBluesky