Author

Antoine Liutkus A

Centre National de la Recherche ScientifiqueORCID 0000-0002-3458-6498Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:protein design· 1 Assay:protein structure· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Baldwin DumortieriD· 1 shared Clément CarréiD· 1 shared Gabriel KroukiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Baldwin DumortierORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 10, 2022

PeTriBERT : Augmenting BERT withtridimensional encoding for inverse protein foldingand design

Baldwin Dumortier, Antoine Liutkus A, Clément Carré, Gabriel Krouk

The paper introduces PeTriBERT, a Transformer model augmented with 3D structural data to predict amino-acid sequences from protein structures, demonstrating its ability to generate novel proteins with GFP-like structures.

5 citations

protein structuretransformer / foundation model

𝕏 PostBluesky