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Inference of germinal center evolutionary dynamics via simulation-based deep learning.

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Title: Inference of germinal center evolutionary dynamics via simulation-based deep learning.
Authors: Ralph DK; Fred Hutchinson Cancer Research Center, Seattle, Washington, USA., Bakis AG; Department of Statistics, University of California, Irvine, CA., Galloway J; Fred Hutchinson Cancer Research Center, Seattle, Washington, USA., Vora AA; Laboratory of Lymphocyte Dynamics, The Rockefeller University, New York, NY., Araki T; Laboratory of Lymphocyte Dynamics, The Rockefeller University, New York, NY., Victora GD; Laboratory of Lymphocyte Dynamics, The Rockefeller University, New York, NY.; Howard Hughes Medical Institute, Seattle, WA., Song YS; Department of Statistics, University of California, Berkeley, CA.; Computer Science Division, University of California, Berkeley, CA., DeWitt WS; Department of Genome Sciences, University of Washington, Seattle, WA.; Fred Hutchinson Cancer Research Center, Seattle, Washington, USA., Matsen FA 4th; Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.; Department of Genome Sciences, University of Washington, Seattle, WA.; Department of Statistics, University of Washington, Seattle, WA.; Howard Hughes Medical Institute, Seattle, WA.
Source: ArXiv [ArXiv] 2025 Aug 13. Date of Electronic Publication: 2025 Aug 13.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101759493 Publication Model: Electronic Cited Medium: Internet ISSN: 2331-8422 (Electronic) Linking ISSN: 23318422 NLM ISO Abbreviation: ArXiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: <searchLink fieldCode="AU" term="%22Ralph+DK%22">Ralph DK</searchLink>; Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Bakis+AG%22">Bakis AG</searchLink>; Department of Statistics, University of California, Irvine, CA.<br /><searchLink fieldCode="AU" term="%22Galloway+J%22">Galloway J</searchLink>; Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Vora+AA%22">Vora AA</searchLink>; Laboratory of Lymphocyte Dynamics, The Rockefeller University, New York, NY.<br /><searchLink fieldCode="AU" term="%22Araki+T%22">Araki T</searchLink>; Laboratory of Lymphocyte Dynamics, The Rockefeller University, New York, NY.<br /><searchLink fieldCode="AU" term="%22Victora+GD%22">Victora GD</searchLink>; Laboratory of Lymphocyte Dynamics, The Rockefeller University, New York, NY.; Howard Hughes Medical Institute, Seattle, WA.<br /><searchLink fieldCode="AU" term="%22Song+YS%22">Song YS</searchLink>; Department of Statistics, University of California, Berkeley, CA.; Computer Science Division, University of California, Berkeley, CA.<br /><searchLink fieldCode="AU" term="%22DeWitt+WS%22">DeWitt WS</searchLink>; Department of Genome Sciences, University of Washington, Seattle, WA.; Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Matsen+FA+4th%22">Matsen FA 4th</searchLink>; Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.; Department of Genome Sciences, University of Washington, Seattle, WA.; Department of Statistics, University of Washington, Seattle, WA.; Howard Hughes Medical Institute, Seattle, WA.
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  Data: <searchLink fieldCode="JN" term="%22101759493%22">ArXiv</searchLink> [ArXiv] 2025 Aug 13. <i>Date of Electronic Publication: </i>2025 Aug 13.
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  Data: <i>Country of Publication: </i>United States <i>NLM ID: </i>101759493 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2331-8422 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223318422%22">23318422 </searchLink><i>NLM ISO Abbreviation: </i>ArXiv <i>Subsets: </i>PubMed not MEDLINE
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