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005     20250928030107.0
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024 7 _ |a arXiv:2501.12363
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024 7 _ |a 10.3204/PUBDB-2025-00431
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037 _ _ |a PUBDB-2025-00431
041 _ _ |a English
088 _ _ |a DESY-25-012
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088 _ _ |a arXiv:2501.12363
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100 1 _ |a Favaro, Luigi
|b 0
245 _ _ |a How to Unfold Top Decays
260 _ _ |c 2025
336 7 _ |a Preprint
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336 7 _ |a ARTICLE
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336 7 _ |a Output Types/Working Paper
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500 _ _ |a Preprint submitted to SciPost
520 _ _ |a Using unfolded top-quark decay data we can measure the top quark mass, as well as search for unexpected kinematic effects. We show how generative unfolding enables both tasks and how both benefit from unbinned,high-dimensional unfolding. Our method includes an unbiasing step with respect to the training data and promises significant advantages over standard methods, in terms of flexibility and precision.
536 _ _ |a 611 - Fundamental Particles and Forces (POF4-611)
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536 _ _ |a DFG project G:(GEPRIS)396021762 - TRR 257: Phänomenologische Elementarteilchenphysik nach der Higgs-Entdeckung (396021762)
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536 _ _ |a DFG project G:(GEPRIS)390900948 - EXC 2181: STRUKTUREN: Emergenz in Natur, Mathematik und komplexen Daten (390900948)
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588 _ _ |a Dataset connected to INSPIRE
693 _ _ |0 EXP:(DE-MLZ)NOSPEC-20140101
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700 1 _ |a Kogler, Roman
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700 1 _ |a Paasch, Alexander
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700 1 _ |a Schweitzer, Sofia Palacios
|0 P:(DE-HGF)0
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|e Corresponding author
700 1 _ |a Plehn, Tilman
|b 4
700 1 _ |a Schwarz, Dennis
|b 5
856 4 _ |u https://arxiv.org/abs/2501.12363
856 4 _ |u https://bib-pubdb1.desy.de/record/622636/files/HTML-Approval_of_scientific_publication.html
856 4 _ |u https://bib-pubdb1.desy.de/record/622636/files/PDF-Approval_of_scientific_publication.pdf
856 4 _ |u https://bib-pubdb1.desy.de/record/622636/files/2501.12363v2.pdf
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910 1 _ |a Deutsches Elektronen-Synchrotron
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913 1 _ |a DE-HGF
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914 1 _ |y 2025
915 _ _ |a OpenAccess
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915 _ _ |a Creative Commons Attribution CC BY 4.0
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915 _ _ |a Published
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920 1 _ |0 I:(DE-H253)CMS-20120731
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980 _ _ |a preprint
980 _ _ |a VDB
980 _ _ |a UNRESTRICTED
980 _ _ |a I:(DE-H253)CMS-20120731
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