Author

Charlie B. Tan

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Bioinformatics· 1

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Research Focus:software / tool· 1 Approach:variational autoencoder· 1

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Alex Graves· 1 shared Alexandre Laterre· 1 shared Bora GulogluiD· 1 shared Liviu CopoiuiD· 1 shared Louis RobinsoniD· 1 shared Matthew GreenigiD· 1 shared Scott CameroniD· 1 shared Thomas D. BarrettiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Alex Graves

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedApr 3, 2025

Protein Sequence Modelling with Bayesian Flow Networks

Timothy J. Atkinson, Thomas D. Barrett, Scott Cameron…·Alexandre Laterre

This paper introduces ProtBFN, a Bayesian Flow Network for protein sequence generation, which outperforms existing models and is fine-tuned for antibody generation.

13 citations

protein sequenceBayesian inference

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