Author

Léa Wagner

AgroParisTechORCID 0000-0001-8315-3376Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Synthetic Biology· 1

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

An Hoang· 1 shared Gabin DeracheiD· 1 shared Jean‐Loup FauloniD· 1 shared Matthieu JulesiD· 1 shared Olivier BorkowskiiD· 1 shared Olivier DelumeauiD· 1 shared Olivier RuéiD· 1 shared Valentin LouxiD· 1 shared

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2026-2026 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperSynthetic Biology

An Hoang

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1 paper

Recent·Most cited

Synthetic BiologyNature CommunicationsPeer-reviewedJun 27, 2026

Cell-free genome-wide transcriptomics through machine learning optimization

Léa Wagner, An Hoang, Olivier Rué…·Olivier Borkowski

The paper develops a cell-free transcriptomics platform using active learning to optimize buffer conditions, significantly increasing mRNA yield and enabling deeper insights into genome regulation.

DOI 10.1038/s41467-026-74559-y

bulk RNA-seqmachine learning (classical)

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