Author

Arthur Chen

Institut Pasteur

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Alex Hawkins‐HookeriD· 1 shared David BikardiD· 1 shared Florence DepardieuiD· 1 shared Guillaume CouaironiD· 1 shared Sebastien BauriD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Alex Hawkins‐HookerORCID

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1 paper

Recent·Most cited

Generating functional protein variants with variational autoencoders

Alex Hawkins‐Hooker, Florence Depardieu, Sebastien Baur, Guillaume Couairon, Arthur Chen, David Bikard

This paper uses variational autoencoders to generate functional protein variants of bacterial luciferase, showing high success rates in retaining activity despite significant sequence changes.

PLoS Computational Biology · Feb 26, 2021Peer-reviewedBioinformatics