AG Becker
Modular High Performance Computing and Artificial Intelligence
Also known as:AG Becker; Modulares Hochleistungsrechnen und künstliche Intelligenz
⇧ BN DZNE ⇧
Recent Publications
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Journal Article
Gemünd, I. (First author)DZNE* ; Bonaguro, L.DZNE* ; Becker, M.DZNE* ; Müller, S.DZNE* ; Joos, C. ; De Domenico, E.DZNE* ; Aschenbrenner, A. C.DZNE* ; Schultze, J. L.DZNE* ; Moosmann, A. ; Beyer, M. D. (Last author)DZNE*
Characterization of human CMV-specific CD8+ T cells using multi-layer single-cell omics.
Cell reports / Methods 5(7), 101085 (2025) [10.1016/j.crmeth.2025.101085]2025
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Frolov, A. (First author)DZNE* ; Huang, H. ; Schütz, D. ; Köhne, M. C.DZNE* ; Blank-Stein, N. ; Osei-Sarpong, C.DZNE* ; Büttner, M.DZNE* ; Elmzzahi, T.DZNE* ; Khundadze, M. ; Zahid, M. ; Reuter, M. ; Becker, M.DZNE* ; De Domenico, E.DZNE* ; Bonaguro, L.DZNE* ; Kallies, A. ; Morrison, H. ; Hübner, C. A. ; Händler, K.DZNE* ; Stumm, R. ; Mass, E. ; Beyer, M. D. (Last author)DZNE*
Microglia and CD8+ T cell activation precede neuronal loss in a murine model of spastic paraplegia 15.
Journal of experimental medicine 222(7), e20232357 (2025) [10.1084/jem.20232357]2025
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Ehlers, G. ; Tödtmann, A. M. ; Holsten, L. (First author)DZNE* ; Willers, M. ; Heckmann, J. ; Schöning, J. ; Richter, M. ; Heinemann, A. S. ; Pirr, S. ; Heinz, A. ; Dopfer, C. ; Händler, K.DZNE* ; Becker, M.DZNE* ; Büchel, J. ; Wöckel, A. ; von Kaisenberg, C. ; Hansen, G. ; Hiller, K. ; Schultze, J. L.DZNE* ; Härtel, C. ; Kastenmüller, W. ; Vaeth, M. ; Ulas, T.DZNE* ; Viemann, D.
Oxidative phosphorylation is a key feature of neonatal monocyte immunometabolism promoting myeloid differentiation after birth.
Nature Communications 16(1), 2239 (2025) [10.1038/s41467-025-57357-w]2025
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Software
Oestreich, M. (First author)DZNE* ; Merdivan, E. ; Lee, M.DZNE* ; Schultze, J. L.DZNE* ; Piraud, M. ; Becker, M. (Last author)DZNE*
Model: DrugDiff - small molecule diffusion model with flexible guidance towards molecular properties (v2)
Zenodo (2025) [10.5281/ZENODO.14772460]2025
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Journal Article
Oestreich, M. (First author)DZNE* ; Merdivan, E. ; Lee, M.DZNE* ; Schultze, J. L.DZNE* ; Piraud, M. ; Becker, M. (Last author)DZNE*
DrugDiff: small molecule diffusion model with flexible guidance towards molecular properties.
Journal of cheminformatics 17(1), 23 (2025) [10.1186/s13321-025-00965-x]2025
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Journal Article
Torres, S. V. ; Man, K. ; Elmzzahi, T.DZNE* ; Malko, D.DZNE* ; Chisanga, D. ; Liao, Y. ; Prout, M. ; Abbott, C. A. ; Tang, A. ; Wu, J. ; Becker, M. K. H.DZNE* ; Mason, T. ; Haynes, V. ; Tsui, C. ; Hadaddzadeh Shakiba, M.DZNE* ; Hamada, D.DZNE* ; Britt, K. ; Groom, J. R. ; McColl, S. R. ; Shi, W. ; Watt, M. J. ; Le Gros, G. ; Pal, B. ; Beyer, M.-D.DZNE* ; Vasanthakumar, A. ; Kallies, A.
Two regulatory T cell populations in the visceral adipose tissue shape systemic metabolism.
Nature immunology 25(3), 496 - 511 (2024) [10.1038/s41590-024-01753-9]2024
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Chang, Y. ; Bach, L. ; Hasiuk, M. ; Wen, L. ; Elmzzahi, T.DZNE* ; Tsui, C. ; Gutiérrez-Melo, N. ; Steffen, T. ; Utzschneider, D. T. ; Raj, T. ; Jost, P. J. ; Heink, S. ; Cheng, J. ; Burton, O. T. ; Zeiträg, J. ; Alterauge, D. ; Dahlström, F. ; Becker, J.-C. ; Kastl, M. ; Symeonidis, K. ; van Uelft, M.Extern* ; Becker, M. K. H.DZNE* ; Reschke, S. ; Krebs, S. ; Blum, H. ; Abdullah, Z. ; Paeschke, K. ; Ohnmacht, C. ; Neumann, C. ; Liston, A. ; Meissner, F. ; Korn, T. ; Hasenauer, J. ; Heissmeyer, V. ; Beyer, M.-D.DZNE* ; Kallies, A. ; Jeker, L. T. ; Baumjohann, D.
TGF-β specifies TFH versus TH17 cell fates in murine CD4+ T cells through c-Maf.
Science immunology 9(93), eadd4818 (2024) [10.1126/sciimmunol.add4818]2024
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Journal Article
Knoll, R. (First author)DZNE* ; Helbig, E. T. ; Dahm, K.DZNE* ; Bolaji, O. ; Hamm, F. ; Dietrich, O. ; van Uelft, M.DZNE* ; Müller, S.DZNE* ; Bonaguro, L.DZNE* ; Schulte-Schrepping, J.DZNE* ; Petrov, L. ; Krämer, B. ; Kraut, M.DZNE* ; Stubbemann, P. ; Thibeault, C. ; Brumhard, S. ; Theis, H.DZNE* ; Hack, G. ; De Domenico, E.DZNE* ; Nattermann, J. ; Becker, M.DZNE* ; Beyer, M. D.DZNE* ; Hillus, D. ; Georg, P. ; Loers, C. ; Tiedemann, J. ; Tober-Lau, P. ; Lippert, L. ; Millet Pascual-Leone, B. ; Tacke, F. ; Rohde, G. ; Suttorp, N. ; Witzenrath, M. ; Group, C. S. (Collaboration Author) ; Group, P. S. (Collaboration Author) ; Saliba, A.-E. ; Ulas, T.DZNE* ; Polansky, J. K. ; Sawitzki, B. ; Sander, L. E. ; Schultze, J. L.DZNE* ; Aschenbrenner, A. C.DZNE* ; Kurth, F.
The life-saving benefit of dexamethasone in severe COVID-19 is linked to a reversal of monocyte dysregulation.
Cell 187(16), 4318 - 4335.e20 (2024) [10.1016/j.cell.2024.06.014]2024
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Journal Article
Chen, D. ; Oestreich, M.DZNE* ; Afonja, T. ; Kerkouche, R. ; Becker, M.DZNE* ; Fritz, M.
Towards Biologically Plausible and Private Gene Expression Data Generation
Proceedings on privacy enhancing technologies 2024(2), 531 - 554 (2024) [10.56553/popets-2024-0062]2024
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Software
Oestreich, M. (First author)DZNE* ; Merdivan, E. ; Lee, M.DZNE* ; Schultze, J. L.DZNE* ; Piraud, M. ; Becker, M. (Last author)DZNE*
Model: DrugDiff - small molecule diffusion model with flexible guidance towards molecular properties (v1)
Zenodo (2024) [10.5281/ZENODO.12755763]2024
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All known publications ...
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