SciPost: Topic details

Jets

Publications

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)
Codebase release 2.0 for EERAD3
by Benjamin Campillo Aveleira, Aude Gehrmann-De Ridder, Thomas Gehrmann, Nigel Glover, Gudrun Heinrich, Christian T. Preuss,
SciPost Phys. Codebases 59-r2.0 (2025)
EERAD3 version 2: QCD corrections in hadronic colour-singlet decays
by Benjamin Campillo Aveleira, Aude Gehrmann-De Ridder, Thomas Gehrmann, Nigel Glover, Gudrun Heinrich, Christian T. Preuss,
SciPost Phys. Codebases 59 (2025)
Reconstructing hadronically decaying tau leptons with a jet foundation model
by Laurits Tani, Joosep Pata, Joschka Birk,
SciPost Phys. Core 8, 046 (2025)
Generative unfolding with distribution mapping
by Anja Butter, Sascha Diefenbacher, Nathan Huetsch, Vinicius Mikuni, Benjamin Nachman, Sofia Palacios Schweitzer, Tilman Plehn,
SciPost Phys. 18, 200 (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)
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)

Synthetic Data Generation with Lorenzetti for Time Series Anomaly Detection in High-Energy Physics Calorimeters
by Laura Boggia, Bogdan Malaescu
(submitted 2025-12-04 to SciPost Physics Proceedings)
Structure of non-global logarithms with Cambridge/Aachen clustering
by Kamel Khelifa-Kerfa
(submitted 2025-11-22 to SciPost Physics)
Extrapolating Jet Radiation with Autoregressive Transformers
by Anja Butter, François Charton, Javier Mariño Villadamigo, Ayodele Ore, Tilman Plehn, Jonas Spinner
(submitted 2025-10-21 to SciPost Physics)
Simulation-Prior Independent Neural Unfolding Procedure
by Anja Butter, Theo Heimel, Nathan Huetsch, Michael Kagan, Tilman Plehn
(submitted 2025-10-14 to SciPost Physics)
Unsupervised Machine Learning for Anomaly Detection in LHC Collider Searches
by Antonio D'Avanzo
(submitted 2025-09-30 to SciPost Physics Proceedings)
Foundation models for high-energy physics
by Anna Hallin
(submitted 2025-09-29 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)
Iterative HOMER with uncertainties
by Anja Butter, Ayodele Ore, Sofia Palacios Schweitzer, Tilman Plehn, Benoît Assi, Christian Bierlich, Philip Ilten, Tony Menzo, Stephen Mrenna, Manuel Szewc, Michael K. Wilkinson, Ahmed Youssef, Jure Zupan
(submitted 2025-09-16 to SciPost Physics)
How to Deep-Learn the Theory behind Quark-Gluon Tagging
by Sophia Vent, Ramon Winterhalder, Tilman Plehn
(submitted 2025-08-15 to SciPost Physics)
IAFormer: Interaction-Aware Transformer network for collider data analysis
by Waleed Esmail, Ahmed Hammad, Mihoko Nojiri
(submitted 2025-07-22 to SciPost Physics)
Les Houches 2023 -- Physics at TeV Colliders: Report on the Standard Model Precision Wishlist
by Alexander Huss, Joey Huston, Stephen Jones, Mathieu Pellen, Raoul Röntsch
(submitted 2025-06-18 to SciPost Physics Community Reports)
NNLOJET: a parton-level event generator for jet cross sections at NNLO QCD accuracy
by A. Huss, L. Bonino, O. Braun-White, S. Caletti, X. Chen, J. Cruz-Martinez, J. Currie, W. Feng, G. Fontana, E. Fox, R. Gauld, A. Gehrmann-De Ridder, T. Gehrmann, E. W. N. Glover, M. Höfer, P. Jakubčík, M. Jaquier, M. Löchner, F. Lorkowski, I. Majer, M. Marcoli, P. Meinzinger, J. Mo, T. Morgan, J. Niehues, J. Pires, C. T. Preuss, A. Rodriguez Garcia, K. Schönwald, R. Schürmann, V. Sotnikov, G. Stagnitto, D. Walker, S. Wells, J. Whitehead, T. Z. Yang, H. Zhang
(submitted 2025-06-17 to SciPost Physics Codebases)
Strengthening Anomaly Awareness
by Adam Banda, Charanjit K. Khosa, Veronica Sanz
(submitted 2025-05-07 to SciPost Physics)

Top experts

Jets