Jet substructure at the Large Hadron Collider: a review of recent advances in theory and machine learning

AJ Larkoski, I Moult, B Nachman - Physics Reports, 2020 - Elsevier
Jet substructure has emerged to play a central role at the Large Hadron Collider (LHC),
where it has provided numerous innovative new ways to search for new physics and to …

Looking inside jets

S Marzani, G Soyez, M Spannowsky - 2019 - Springer
The study of the internal structure of hadronic jets has become in recent years a very active
area of research in particle physics. Jet substructure techniques are increasingly used in …

Soft drop

AJ Larkoski, S Marzani, G Soyez, J Thaler - Journal of High Energy Physics, 2014 - Springer
A bstract We introduce a new jet substructure technique called “soft drop declustering”,
which recursively removes soft wide-angle radiation from a jet. The soft drop algorithm …

QCD resummation for hadronic final states

G Luisoni, S Marzani - Journal of Physics G: Nuclear and Particle …, 2015 - iopscience.iop.org
We review the basic concepts of all-order calculations in quantum chromodynamics (QCD)
and their application to collider phenomenology. We start by discussing the factorization …

Towards an understanding of jet substructure

M Dasgupta, A Fregoso, S Marzani… - Journal of High Energy …, 2013 - Springer
A bstract We present first analytic, resummed calculations of the rates at which wide-spread
jet substructure tools tag QCD jets. As well as considering trimming, pruning and the mass …

Les Houches 2023: Physics at TeV Colliders: Standard Model Working Group Report

J Andersen, B Assi, K Asteriadis, P Azzurri… - arXiv preprint arXiv …, 2024 - arxiv.org
Les Houches 2023 Proceedings Page 1 LES HOUCHES 2023: PHYSICS AT TEV COLLIDERS
STANDARD MODEL WORKING GROUP REPORT Conveners Higgs Physics: M. Donegà …

Power counting to better jet observables

AJ Larkoski, I Moult, D Neill - Journal of High Energy Physics, 2014 - Springer
A bstract Optimized jet substructure observables for identifying boosted topologies will play
an essential role in maximizing the physics reach of the Large Hadron Collider. Ideally, the …

Energy correlation functions for jet substructure

AJ Larkoski, GP Salam, J Thaler - Journal of High Energy Physics, 2013 - Springer
A bstract We show how generalized energy correlation functions can be used as a powerful
probe of jet substructure. These correlation functions are based on the energies and pair …

Measurement of the Soft-Drop Jet Mass in Collisions at with the ATLAS Detector

M Aaboud, G Aad, B Abbott, O Abdinov, B Abeloos… - Physical review …, 2018 - APS
Jet substructure observables have significantly extended the search program for physics
beyond the standard model at the Large Hadron Collider. The state-of-the-art tools have …

Factorization for groomed jet substructure beyond the next-to-leading logarithm

C Frye, AJ Larkoski, MD Schwartz, K Yan - Journal of High Energy Physics, 2016 - Springer
A bstract Jet grooming algorithms are widely used in experimental analyses at hadron
colliders to remove contaminating radiation from within jets. While the algorithms perform a …