[HTML][HTML] 50 Years of quantum chromodynamics: Introduction and Review
F Gross, E Klempt, SJ Brodsky, AJ Buras… - The European Physical …, 2023 - Springer
Quantum Chromodynamics, the theory of quarks and gluons, whose interactions can be
described by a local SU (3) gauge symmetry with charges called “color quantum numbers” …
described by a local SU (3) gauge symmetry with charges called “color quantum numbers” …
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 …
where it has provided numerous innovative new ways to search for new physics and to …
Soft drop
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 …
which recursively removes soft wide-angle radiation from a jet. The soft drop algorithm …
Towards an understanding of jet substructure
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 …
jet substructure tools tag QCD jets. As well as considering trimming, pruning and the mass …
The Lund jet plane
A bstract Lund diagrams, a theoretical representation of the phase space within jets, have
long been used in discussing parton showers and resummations. We point out that they can …
long been used in discussing parton showers and resummations. We point out that they can …
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 …
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 …
an essential role in maximizing the physics reach of the Large Hadron Collider. Ideally, the …
[图书][B] Deep learning in science
P Baldi - 2021 - books.google.com
This is the first rigorous, self-contained treatment of the theory of deep learning. Starting with
the foundations of the theory and building it up, this is essential reading for any scientists …
the foundations of the theory and building it up, this is essential reading for any scientists …
Jet substructure classification in high-energy physics with deep neural networks
At the extreme energies of the Large Hadron Collider, massive particles can be produced at
such high velocities that their hadronic decays are collimated and the resulting jets overlap …
such high velocities that their hadronic decays are collimated and the resulting jets overlap …
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 …
beyond the standard model at the Large Hadron Collider. The state-of-the-art tools have …