Parton showering with higher logarithmic accuracy for soft emissions
S Ferrario Ravasio, K Hamilton, A Karlberg… - Physical Review Letters, 2023 - APS
The accuracy of parton-shower simulations is often a limiting factor in the interpretation of
data from high-energy colliders. We present the first formulation of parton showers with …
data from high-energy colliders. We present the first formulation of parton showers with …
Matching and event-shape NNDL accuracy in parton showers
A bstract To explore the interplay of NLO matching and next-to-leading logarithmic (NLL)
parton showers, we consider the simplest case of γ* and Higgs-boson decays to\(q\overline …
parton showers, we consider the simplest case of γ* and Higgs-boson decays to\(q\overline …
Introduction to the PanScales framework, version 0.1
In this article, we document version 0.1 of the PANSCALES code for parton shower
simulations. With the help of a few examples, we discuss basic usage of the code, including …
simulations. With the help of a few examples, we discuss basic usage of the code, including …
Foundations of automatic feature extraction at LHC--point clouds and graphs
A Bhardwaj, P Konar, VS Ngairangbam - arXiv preprint arXiv:2404.16207, 2024 - arxiv.org
Deep learning algorithms will play a key role in the upcoming runs of the Large Hadron
Collider (LHC), helping bolster various fronts ranging from fast and accurate detector …
Collider (LHC), helping bolster various fronts ranging from fast and accurate detector …
QCD Masterclass Lectures on Jet Physics and Machine Learning
AJ Larkoski - arXiv preprint arXiv:2407.04897, 2024 - arxiv.org
These lectures were presented at the 2024 QCD Masterclass in Saint-Jacut-de-la-Mer,
France. They introduce and review fundamental theorems and principles of machine …
France. They introduce and review fundamental theorems and principles of machine …
Measurements of Lund subjet multiplicities in 13 TeV proton-proton collisions with the ATLAS detector
ATLAS Collaboration - arXiv preprint arXiv:2402.13052, 2024 - arxiv.org
This Letter presents a differential cross-section measurement of Lund subjet multiplicities,
suitable for testing current and future parton shower Monte Carlo algorithms. This …
suitable for testing current and future parton shower Monte Carlo algorithms. This …
Measurements of Lund subjet multiplicities in 13 TeV proton-proton collisions with the ATLAS detector
G Aad, A Kupco, J Chan, K Ma, MA Principe Martin… - 2024 - cds.cern.ch
This Letter presents a differential cross-section measurement of Lund subjet multiplicities,
suitable for testing current and future parton shower Monte Carlo algorithms. This …
suitable for testing current and future parton shower Monte Carlo algorithms. This …
Precision predictions for jet substructure
R Medveš - 2023 - ora.ox.ac.uk
In this thesis we consider the phenomenology of Quantum Chromodynamics (QCD) in the
context of precision predictions for the Large Hadron Collider (LHC). Our emphasis will be …
context of precision predictions for the Large Hadron Collider (LHC). Our emphasis will be …
arXiv: Introduction to the PanScales framework, version 0.1
M van Beekveld, R Medves, J Helliwell, A Soto-Ontoso… - 2023 - cds.cern.ch
In this article, we document version 0.1 of the PanScales code for parton shower
simulations. With the help of a few examples, we discuss basic usage of the code, including …
simulations. With the help of a few examples, we discuss basic usage of the code, including …