SciPost: Topic details

Jets

Publications

Scaling laws in jet classification
by Joshua Batson, Yonatan Kahn,
SciPost Phys. Core 8, 034 (2025)
The landscape of unfolding with machine learning
by Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn,
SciPost Phys. 18, 070 (2025)
Modelling the underlying event in photon-initiated processes
by Jonathan Butterworth, Ilkka Helenius, Juan Jose Juan Castella, Bradley Pattengale, Shahzad Sanjrani, Matthew Wing,
SciPost Phys. 17, 158 (2024)
Inferring flavor mixtures in multijet events
by Ezequiel Alvarez, Yuling Yao,
SciPost Phys. Core 7, 076 (2024)
2B or not 2B, a study of bottom-quark-philic semi-visible jets
by Deepak Kar, Wandile Nzuza, Sukanya Sinha,
SciPost Phys. Core 7, 071 (2024)
Exploring unsupervised top tagging using Bayesian inference
by Ezequiel Alvarez, Manuel Szewc, Alejandro Szynkman, Santiago A. Tanco, Tatiana Tarutina,
SciPost Phys. Core 6, 046 (2023)
An optimal observable for color singlet identification
by Andy Buckley, Giuseppe Callea, Andrew J. Larkoski, Simone Marzani,
SciPost Phys. 9, 026 (2020)
Fast simulation of detector effects in Rivet
by Andy Buckley, Deepak Kar, Karl Nordström,
SciPost Phys. 8, 025 (2020)
Mass agnostic jet taggers
by Layne Bradshaw, Rashmish K. Mishra, Andrea Mitridate, Bryan Ostdiek,
SciPost Phys. 8, 011 (2020)
Deep-learning jets with uncertainties and more
by Sven Bollweg, Manuel Haussmann, Gregor Kasieczka, Michel Luchmann, Tilman Plehn, Jennifer Thompson,
SciPost Phys. 8, 006 (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)
QCD or what?
by Theo Heimel, Gregor Kasieczka, Tilman Plehn, Jennifer M Thompson,
SciPost Phys. 6, 030 (2019)
Tagging Jets in Invisible Higgs Searches
by Anke Biekoetter, Fabian Keilbach, Rhea Moutafis, Tilman Plehn, Jennifer M. Thompson,
SciPost Phys. 4, 035 (2018)

Submissions (unpublished only)

Systematically Constructing the Likelihood for Boosted $H\to gg$ Decays
by Andrew J. Larkoski
(submitted 2025-03-24 to SciPost Physics)
MACK: Mismodeling Addressed with Contrastive Knowledge
by Liam Rankin Sheldon, Dylan Sheldon Rankin, Philip Harris
(submitted 2025-03-05 to SciPost Physics)
Generative Unfolding with Distribution Mapping
by Anja Butter, Sascha Diefenbacher, Nathan Huetsch, Vinicius Mikuni, Benjamin Nachman, Sofia Palacios Schweitzer, Tilman Plehn
(submitted 2025-01-07 to SciPost Physics)
Extrapolating Jet Radiation with Autoregressive Transformers
by Anja Butter, François Charton, Javier Mariño Villadamigo, Ayodele Ore, Tilman Plehn, Jonas Spinner
(submitted 2024-12-31 to SciPost Physics)
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
(submitted 2024-12-31 to SciPost Physics)

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Jets