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A Lorentz-Equivariant Transformer for All of the LHC / Brehmer, Johann (Unlisted, NL) ; Bresó, Víctor (U. Heidelberg, ITP) ; de Haan, Pim (Unlisted, NL) ; Plehn, Tilman (U. Heidelberg, ITP ; U. Heidelberg (main)) ; Qu, Huilin (CERN) ; Spinner, Jonas (U. Heidelberg, ITP) ; Thaler, Jesse (MIT, Cambridge, CTP)
We show that the Lorentz-Equivariant Geometric Algebra Transformer (L-GATr) yields state-of-the-art performance for a wide range of machine learning tasks at the Large Hadron Collider. [...]
MIT-CTP/5802 ; arXiv:2411.00446. - 26.
Fulltext

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Better Higgs Measurements through Information Geometry / Brehmer, Johann (New York U., CCPP) ; Cranmer, Kyle (New York U., CCPP) ; Kling, Felix (UC, Irvine) ; Tait, Tim M P (UC, Irvine) ; Plehn, Tilman (Heidelberg U.)
Measuring the properties of the Higgs boson is one of the most important missions for Run 2 of the LHC. These measurements can be understood and optimized with intuitive and powerful tools from information geometry. [...]
2018 - 4 p. - Published in : (2018) , pp. 15-18
In : 53rd Rencontres de Moriond on QCD and High Energy Interactions, La Thuile, Italy, 17 - 24 Mar 2018, pp.15-18

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The Diboson Excess: Experimental Situation and Classification of Explanations; A Les Houches Pre-Proceeding / Brehmer, Johann (U. Heidelberg, ITP) ; Brooijmans, Gustaaf (Columbia U.) ; Cacciapaglia, Giacomo (Lyon, IPN) ; Carmona, Adrian (CERN) ; Chivukula, R.Sekhar (Michigan State U.) ; Delgado, Antonio (Notre Dame U.) ; Goertz, Florian (CERN) ; Hewett, JoAnne L. (SLAC) ; Katz, Andrey (CERN ; Geneva U.) ; Kopp, Joachim (Mainz U., Inst. Phys. ; U. Mainz, PRISMA) et al.
We examine the `diboson' excess at $\sim 2$ TeV seen by the LHC experiments in various channels. [...]
arXiv:1512.04357 ; CERN-PH-TH-2015-297 ; CERN-PH-TH-2015-297. - 2015. - 37 p.
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Također vidi: slična imena autora
2	Brehmer, J
2	Brehmer, J.
1	Brehmer, Johannes

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