Author

Michael J. Ryan

Sanofi (United States)ORCID 0009-0009-8567-893XUnclaimed ORCID profile · follow to get notified of new preprints

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Michael J. Ryan1 paper

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Bioinformatics· 1

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Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

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Christian MuelleriD· 1 shared Edith L. PfisteriD· 1 shared Eugenia LyashenkoiD· 1 shared Jason WuiD· 1 shared Sourav ChoudhuryiD· 1 shared Tess TorregrosaiD· 1 shared Yu QiuiD· 1 shared

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2025-2025 · peak 1/yr

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Christian MuellerORCID

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1 paper

Recent·Most cited

BioinformaticsHuman Gene TherapyPeer-reviewedApr 17, 2025

Prediction of Adeno-Associated Virus Fitness with a Protein Language Based Machine Learning Model

Jason Wu, Yu Qiu, Eugenia Lyashenko…·Sourav Choudhury

The paper develops a machine learning model to predict AAV capsid fitness from amino acid sequences, achieving high accuracy and generalizability across datasets.

9 citationstop 4%

protein sequencemachine learning (classical)

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