Theory, phenomenology, and experimental avenues for dark showers: a Snowmass 2021 report
G Albouy, J Barron, H Beauchesne… - The European Physical …, 2022 - Springer
In this work, we consider the case of a strongly coupled dark/hidden sector, which extends
the Standard Model (SM) by adding an additional non-Abelian gauge group. These …
the Standard Model (SM) by adding an additional non-Abelian gauge group. These …
A guide to hunting long-lived particles at the LHC
S Knapen, S Lowette - Annual Review of Nuclear and Particle …, 2023 - annualreviews.org
This article is a pedagogical review of searches for long-lived particles at the LHC. It is
primarily aimed at experimentalists and theorists seeking to initiate and/or deepen their …
primarily aimed at experimentalists and theorists seeking to initiate and/or deepen their …
Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at√ s= 13 TeV
CMS collaboration - Journal of Instrumentation, 2018 - iopscience.iop.org
The Compact Muon Solenoid (CMS) detector at the CERN LHC is a general purpose device
designed primarily to search for signatures of new physics in proton-proton (pp) and heavy …
designed primarily to search for signatures of new physics in proton-proton (pp) and heavy …
Analyzing -Point Energy Correlators inside Jets with CMS Open Data
Jets of hadrons produced at high-energy colliders provide experimental access to the
dynamics of asymptotically free quarks and gluons and their confinement into hadrons. In …
dynamics of asymptotically free quarks and gluons and their confinement into hadrons. In …
Performance of a geometric deep learning pipeline for HL-LHC particle tracking
Abstract The Exa. TrkX project has applied geometric learning concepts such as metric
learning and graph neural networks to HEP particle tracking. Exa. TrkX's tracking pipeline …
learning and graph neural networks to HEP particle tracking. Exa. TrkX's tracking pipeline …
Pileup mitigation with machine learning (PUMML)
A bstract Pileup involves the contamination of the energy distribution arising from the
primary collision of interest (leading vertex) by radiation from soft collisions (pileup). We …
primary collision of interest (leading vertex) by radiation from soft collisions (pileup). We …
Graph neural networks for charged particle tracking on FPGAs
A Elabd, V Razavimaleki, SY Huang, J Duarte… - Frontiers in big …, 2022 - frontiersin.org
The determination of charged particle trajectories in collisions at the CERN Large Hadron
Collider (LHC) is an important but challenging problem, especially in the high interaction …
Collider (LHC) is an important but challenging problem, especially in the high interaction …
Pileup mitigation at the Large Hadron Collider with graph neural networks
JA Martínez, O Cerri, M Spiropulu… - … Physical Journal Plus, 2019 - epjplus.epj.org
At the Large Hadron Collider, the high-transverse-momentum events studied by
experimental collaborations occur in coincidence with parasitic low-transverse-momentum …
experimental collaborations occur in coincidence with parasitic low-transverse-momentum …
Search for long-lived particles that decay into final states containing two electrons or two muons in proton-proton collisions at sqrt (s)= 8 TeV
CMS collaboration - arXiv preprint arXiv:1411.6977, 2014 - arxiv.org
A search is performed for long-lived particles that decay into final states that include a pair of
electrons or a pair of muons. The experimental signature is a distinctive topology consisting …
electrons or a pair of muons. The experimental signature is a distinctive topology consisting …
[HTML][HTML] Simplified fast detector simulation in MADANALYSIS 5
We introduce a new simplified fast detector simulator in the MadAnalysis 5 platform. The
Python-like interpreter of the programme has been augmented by new commands allowing …
Python-like interpreter of the programme has been augmented by new commands allowing …