Tagging
Publications
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A Lorentz-equivariant transformer for all of the LHC
by Johann Brehmer, Víctor Bresó, Pim de Haan, Tilman Plehn, Huilin Qu, Jonas Spinner, Jesse Thaler,
SciPost Phys. 19, 108 (2025) -
Reconstructing hadronically decaying tau leptons with a jet foundation model
by Laurits Tani, Joosep Pata, Joschka Birk,
SciPost Phys. Core 8, 046 (2025) -
New physics through flavor tagging at FCC-ee
by Admir Greljo, Hector Tiblom, Alessandro Valenti,
SciPost Phys. 18, 152 (2025) -
MACK: Mismodeling addressed with contrastive knowledge
by Liam Rankin Sheldon, Dylan Sheldon Rankin, Philip Harris,
SciPost Phys. 18, 150 (2025) -
Systematically constructing the likelihood for boosted $H\to gg$ decays
by Andrew J. Larkoski,
SciPost Phys. 18, 130 (2025) -
Inferring flavor mixtures in multijet events
by Ezequiel Alvarez, Yuling Yao,
SciPost Phys. Core 7, 076 (2024) -
An optimal observable for color singlet identification
by Andy Buckley, Giuseppe Callea, Andrew J. Larkoski, Simone Marzani,
SciPost Phys. 9, 026 (2020) -
Mass agnostic jet taggers
by Layne Bradshaw, Rashmish K. Mishra, Andrea Mitridate, Bryan Ostdiek,
SciPost Phys. 8, 011 (2020) -
Reports of my demise are greatly exaggerated: $N$-subjettiness taggers take on jet images
by Liam Moore, Karl Nordström, Sreedevi Varma, Malcolm Fairbairn,
SciPost Phys. 7, 036 (2019) -
Quark-gluon tagging: Machine learning vs detector
by Gregor Kasieczka, Nicholas Kiefer, Tilman Plehn, Jennifer M. Thompson,
SciPost Phys. 6, 069 (2019) -
Deep-learned Top Tagging with a Lorentz Layer
by Anja Butter, Gregor Kasieczka, Tilman Plehn, Michael Russell,
SciPost Phys. 5, 028 (2018)
Submissions (unpublished only)
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Advancing the CMS Level-1 Trigger: Jet Tagging with DeepSets at the HL-LHC
by Stella Schaefer, Christopher Brown, Duc Hoang, Sioni Summers, Sebastian Wuchterl
(submitted 2025-11-21 to SciPost Physics Proceedings) -
Quark-Gluon tagging performance at the High-Luminosity LHC using constituent-based transformer models
by F. L. Castillo, J. Levêque
(submitted 2025-09-19 to SciPost Physics Proceedings) -
Measurements of $t\bar{t}$ in association with charm quarks at 13 TeV with the ATLAS experiment
by Knut Zoch
(submitted 2025-07-22 to SciPost Physics Proceedings) -
IAFormer: Interaction-Aware Transformer network for collider data analysis
by Waleed Esmail, Ahmed Hammad, Mihoko Nojiri
(submitted 2025-07-22 to SciPost Physics)
Top experts
- Alvarez, Prof. Ezequiel
- Birk, Dr Joschka
- Bradshaw, Mr Layne
- Brehmer, Dr Johann
- Bresó, Dr Victor
- Buckley, Prof. Andy
- Butter, Dr Anja
- Callea, Dr Giuseppe
- Fairbairn, Prof. Malcolm
- Greljo, Prof. Admir
- Harris, Dr Philip
- Kasieczka, Prof. Gregor
- Kiefer, Mr Nicholas
- Larkoski, Dr Andrew J.
- Marzani, Prof. Simone
- Mishra, Dr Rashmish K.
- Mitridate, Dr Andrea
- Moore, Dr Liam
- Nordström, Dr Karl
- Ostdiek, Dr Bryan
- Pata, Dr Joosep
- Plehn, Prof. Tilman
- Qu, Dr Huilin
- Rankin, Dr Dylan Sheldon
- Russell, Dr Michael
- Sheldon, Dr Liam Rankin
- Spinner, Mr Jonas
- Tani, Dr Laurits
- Thaler, Prof. Jesse
- Thompson, Dr Jennifer
- Tiblom, Dr Hector
- Valenti, Dr Alessandro
- Varma, Ms Sreedevi
- Yao, Dr Yuling
- de Haan, Mr Pim