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⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article McCallum, L. (Corresponding author)RWTH* ; Söding, L. ; Berkner, M.RWTH* ; Frank, P. ; Guardiani, M. ; Roth, J. ; Soler, J. D. ; Benjamin, R. ; Enßlin, T. ; Mertsch, P.RWTH* ; Tassis, K. ; Pavlidou, V.
Milky Way Atlas: a radial-velocity-resolved, three-dimensional map of H i within 1.25 kpc
Monthly notices of the Royal Astronomical Society 550(3), stag1303 (2026) [10.1093/mnras/stag1303]2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Hein, M. L.RWTH* ; Krämer, M. (Thesis advisor)RWTH* ; Erdmann, M. (Thesis advisor)RWTH*
Refining weakly supervised anomaly detection for new physics searches
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2026) [10.18154/RWTH-2026-07000]2026 = Dissertation, RWTH Aachen University, 2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Lindner, J. (Corresponding author)RWTH* ; Dahmen, D. ; Krämer, M.RWTH* ; Helias, M.RWTH*
Data variability in neural network Bayesian inference
Physical review research 8(1), 013320 (2026) [10.1103/r1s3-lr3g]2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Barone, G. ; Chen, J. ; Cooperstein, S. ; Dolganov, N. ; Ferrario Ravasio, S. ; Haddad, Y. ; Höche, S. ; Jäger, B. ; Karlberg, A. ; Mück, A.RWTH* ; Pellen, M. ; Preuss, C. T. ; Reichelt, D. ; Reinhardt, S. ; Zaro, M.
Higgs production via vector-boson fusion at the LHC
SciPost Physics Community Reports 13, 1-48 (2025) [10.21468/SciPostPhysCommRep.13]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Arina, C. ; Fuks, B. (Corresponding author) ; Panizzi, L. ; et al
t-channel dark matter models – a whitepaper
The European physical journal / C 85(9), 975 (2025) [10.1140/epjc/s10052-025-14635-7]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Rubin, N. (Corresponding author) ; Fischer, K.RWTH* ; Lindner, J.RWTH* ; Seroussi, I. ; Ringel, Z. ; Krämer, M.RWTH* ; Helias, M.
From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
2025International Conference on Machine Learning, 13-19 July 2025, Vancouver Convention Center, Vancouver, Canada / Editors: Aarti Singh, Maryam Fazel, Daniel Hsu, Simon Lacoste-Julien, Felix Berkenkamp, Tegan Maharaj, Kiri Wagstaff, Jerry Zhu
42. International Conference on Machine Learning, ICML 2025, VancouverVancouver, Canada, 13 Jul 2025 - 19 Jul 20252025-07-132025-07-19 MLResearchPress, Proceedings of machine learning research 267, 52225-52257 (2025)2025     Homepage of book Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Dimitrakopoulos, N.RWTH* ; Worek, M.RWTH*
Four top final states with NLO accuracy in perturbative QCD: 3 lepton channel
Journal of high energy physics : JHEP 2025(3), 25 (2025) [10.1007/JHEP03(2025)025]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Geuskens, J. (Corresponding author)RWTH* ; Gite, N. (Corresponding author) ; Krämer, M. (Corresponding author)RWTH* ; Mikuni, V. (Corresponding author) ; Mück, A. (Corresponding author)RWTH* ; Nachman, B. (Corresponding author) ; Reyes-González, H. (Corresponding author)RWTH*
Fundamental limit of jet tagging
Physical review / D 112(9), L091901 (2025) [10.1103/mjj1-w2b1]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article (Review Article) Barman, K. G. ; Caron, S. (Corresponding author) ; Sullivan, E. ; de Regt, H. W. ; de Austri, R. R. ; Boon, M. ; Färber, M. ; Fröse, S. ; Golling, T. ; Lopez, L. G. ; Hasibi, F. ; Heinrich, L. ; Ipp, A. ; Kapoor, R. ; Kasieczka, G. ; Kostić, D. ; Krämer, M.RWTH* ; Marco, J. ; Otten, S. ; Pawlowski, P. ; Vischia, P. ; Weber, E. ; Weniger, C.
Large physics models: towards a collaborative approach with large language models and foundation models
The European physical journal / C 85(9), 1066 (2025) [10.1140/epjc/s10052-025-14707-8]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Das, R. (Corresponding author) ; Finke, T. (Corresponding author)RWTH* ; Hein, M. (Corresponding author)RWTH* ; Kasieczka, G. (Corresponding author) ; Krämer, M. (Corresponding author)RWTH* ; Mück, A. (Corresponding author)RWTH* ; Shih, D. (Corresponding author)
Accurate and robust methods for direct background estimation in resonant anomaly detection
Physical review / D 111(9), 094041 (2025) [10.1103/PhysRevD.111.094041]2025     Files BibTeX | EndNote: XML, Text | RIS

All known publications ...
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