Author

Marion Chauveau

Institut polytechnique de GrenobleORCID 0009-0004-9133-9903Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:protein sequence· 2 Approach:statistical model· 2 Research Focus:gene regulatory network inference· 1 Research Focus:protein structure prediction· 1 Research Focus:sequence-to-function modeling· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Ivan JunieriD· 2 shared Emily C. Hinds· 1 shared Emma BouvetiD· 1 shared Fabien PierreliD· 1 shared Margaux JullieniD· 1 shared Nelle VaroquauxiD· 1 shared Olivier RivoireiD· 1 shared Rama RanganathaniD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersBioinformatics

Ivan JunierORCID

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Author profile →

2 papers

Recent·Most cited

COCOA-Tree: Phylogenetic visualization and comparative analysis of coevolving residues

Margaux Jullien, Marion Chauveau, Sophie-Carole Chobert, Emma Bouvet, William Schmitt, Fabien Pierrel, Sophie S. Abby, Nelle Varoquaux, Ivan Junier

COCOA-Tree reanalyzes coevolution datasets to uncover evolutionary properties of coevolving residues and shows different metrics identify distinct groups.

bioRxiv · Sep 25, 2026 · PreprintBioinformatics

Improved inference of multiscale sequence statistics in generative protein models

Marion Chauveau, Yaakov Kleeorin, Emily C. Hinds, Ivan Junier, Rama Ranganathan, Olivier Rivoire

This paper introduces a new regularization strategy for generative protein models that improves the inference of multiscale sequence statistics, enabling the generation of functional and diverse protein sequences.

bioRxiv · Aug 24, 2026 · PreprintSystems Biology