Machine learning in high energy physics: a review of heavy-flavor jet tagging at the LHC

S Mondal, L Mastrolorenzo - The European Physical Journal Special …, 2024 - Springer
The application of machine learning (ML) in high energy physics (HEP), specifically in heavy-
flavor jet tagging at Large Hadron Collider (LHC) experiments, has experienced remarkable …

The High Luminosity Large Hadron Collider–HL-LHC

O Brüning, L Rossi - … COLLIDER: New Machine for Illuminating the …, 2024 - World Scientific
The Large Hadron Collider (LHC) is one of largest scientific instruments ever built. It has
been exploring the new energy frontier since 2010, gathering a global user community of …

Quantum discord and steering in top quarks at the LHC

Y Afik, JRM de Nova - Physical Review Letters, 2023 - APS
Top quarks have been recently shown to be a promising system to study quantum
information at the highest-energy scale available. The current lines of research mostly …

Quantum information with top quarks in QCD

Y Afik, JRM de Nova - Quantum, 2022 - quantum-journal.org
Top quarks represent unique high-energy systems since their spin correlations can be
measured, thus allowing to study fundamental aspects of quantum mechanics with qubits at …

Phenomenology of scalar leptoquarks at the LHC in explaining the radiative neutrino masses, muon , and lepton flavor violating observables

S Parashar, A Karan, Avnish, P Bandyopadhyay… - Physical Review D, 2022 - APS
We study the phenomenology of a particular leptoquark extension of the Standard Model
(SM), namely the doublet-singlet scalar leptoquark extension of the SM (DSL-SM). Besides …

DREENA-A framework as a QGP tomography tool

D Zigic, I Salom, J Auvinen, P Huovinen… - Frontiers in …, 2022 - frontiersin.org
QGP tomography aims to constrain the QGP parameters by exploiting both low and high-p⊥
theory and data. With this goal in mind, we present a fully optimised framework DREENA-A …

Rigid waist shift: A new method for local coupling corrections in the LHC interaction regions

F Soubelet, T Persson, R Tomás, O Apsimon… - … Review Accelerators and …, 2023 - APS
Successful operation of large-scale particle accelerators depends on the precise correction
of magnet field or alignment errors present in the machine. In the Large Hadron Collider …

[HTML][HTML] Simulation framework and measurements of crystal collimation of proton beams at the Large Hadron Collider

R Cai, R Bruce, M D'Andrea, LS Esposito… - Nuclear Instruments and …, 2024 - Elsevier
Thanks to its versatility in deploying large kicks with high efficiency, crystal channeling is
being integrated more and more into modern particle accelerators. For example, at the …

Energy deposition studies for the LHCb insertion region of the CERN Large Hadron Collider

A Ciccotelli, RB Appleby, F Cerutti, K Bilko… - … Review Accelerators and …, 2023 - APS
The LHCb (Large Hadron Collider beauty) experiment at CERN LHC aims at achieving a
significantly higher luminosity than originally planned by means of two major upgrades: the …

Versatile software-defined HPC and cloud clusters on Alps supercomputer for diverse workflows

SR Alam, M Gila, M Klein… - … Journal of High …, 2023 - journals.sagepub.com
Supercomputers have been driving innovations for performance and scaling benefiting
several scientific applications for the past few decades. Yet their ecosystems remain virtually …