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Multiscale information processing in the immune system.
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An explainable language model for antibody specificity prediction using curated influenza hemagglutinin antibodies.
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Is the exquisite specificity of lymphocytes generated by thymic selection or due to evolution?
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Structure and Dynamics Guiding Design of Antibody Therapeutics and Vaccines.
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Genetic variation in the immunoglobulin heavy chain locus shapes the human antibody repertoire.
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ImmuneBuilder: Deep-Learning models for predicting the structures of immune proteins.
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Fast, accurate antibody structure prediction from deep learning on massive set of natural antibodies.
Nat Commun. 2023 Apr 25;14(1):2389. doi: 10.1038/s41467-023-38063-x.
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Non-specificity as the sticky problem in therapeutic antibody development.
Nat Rev Chem. 2022 Dec;6(12):844-861. doi: 10.1038/s41570-022-00438-x. Epub 2022 Nov 14.
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Challenges in antibody structure prediction.
MAbs. 2023 Jan-Dec;15(1):2175319. doi: 10.1080/19420862.2023.2175319.
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Functional HIV-1/HCV cross-reactive antibodies isolated from a chronically co-infected donor.
Cell Rep. 2023 Feb 28;42(2):112044. doi: 10.1016/j.celrep.2023.112044. Epub 2023 Jan 27.
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Large language models generate functional protein sequences across diverse families.
Nat Biotechnol. 2023 Aug;41(8):1099-1106. doi: 10.1038/s41587-022-01618-2. Epub 2023 Jan 26.
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Structure-based prediction of T cell receptor:peptide-MHC interactions.
Elife. 2023 Jan 20;12:e82813. doi: 10.7554/eLife.82813.
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Measures of epitope binding degeneracy from T cell receptor repertoires.
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