Jet Substructure at the Tevatron and LHC: New results, new tools, new benchmarks

A Altheimer, S Arora, L Asquith… - Journal of Physics G …, 2012 - iopscience.iop.org
In this paper, we review recent theoretical progress and the latest experimental results in jet
substructure from the Tevatron and the LHC. We review the status of and outlook for …

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 …

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 …

Maximizing boosted top identification by minimizing N-subjettiness

J Thaler, K Van Tilburg - Journal of High Energy Physics, 2012 - Springer
A bstract N-subjettiness is a jet shape designed to identify boosted hadronic objects such as
top quarks. Given N subjet axes within a jet, N-subjettiness sums the angular distances of jet …

Performance of jet substructure techniques for large-R jets in proton-proton collisions at TeV using the ATLAS detector

G Aad, T Abajyan, B Abbott, J Abdallah… - Journal of High Energy …, 2013 - Springer
A bstract This paper presents the application of a variety of techniques to study jet
substructure. The performance of various modified jet algorithms, or jet grooming …

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 …

Jet-images: computer vision inspired techniques for jet tagging

J Cogan, M Kagan, E Strauss… - Journal of High Energy …, 2015 - Springer
A bstract We introduce a novel approach to jet tagging and classification through the use of
techniques inspired by computer vision. Drawing parallels to the problem of facial …

Identification of boosted, hadronically decaying W bosons and comparisons with ATLAS data taken at TeV

Atlas Collaboration - arXiv preprint arXiv:1510.05821, 2015 - arxiv.org
This paper reports a detailed study of techniques for identifying boosted, hadronically
decaying $ W $ bosons using 20fb $^{-1} $ of proton-proton collision data collected by the …

Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012

A Altheimer, A Arce, L Asquith, J Backus Mayes… - The European Physical …, 2014 - Springer
This report of the BOOST2012 workshop presents the results of four working groups that
studied key aspects of jet substructure. We discuss the potential of first-principle QCD …

[PDF][PDF] Identification of boosted Higgs bosons decaying into b-quark pairs with the ATLAS detector at 13 TeV

Atlas Collaboration - The European physical journal. C, 2019 - Springer
Identification of boosted Higgs bosons decaying into b-quark pairs with the ATLAS detector at
13 TeV Page 1 Eur. Phys. J. C (2019) 79:836 https://doi.org/10.1140/epjc/s10052-019-7335-x …