activity
20162025
most citedDeep learning in color: towards automated quark/gluon jet discrimination

291 citations · 1.8k across the 21 of their papers we have counts for

collaborators

21 papers

hep-ex2025

Unbinned measurement of thrust in collisions at = 91.2 GeV with ALEPH archived data

The Electron-Positron Alliance, :, Anthony Badea +17

The strong coupling constant () is a fundamental parameter of quantum chromodynamics (QCD), the theory of the strong force. Some of the earliest precise constraints on $α_{S…

hep-ex2025

Analysis note: measurement of thrust in collisions at = 91 GeV with archived ALEPH data

Anthony Badea, Austin Baty, Hannah Bossi +15

A measurement of the thrust distribution in collisions at GeV with archived data from the ALEPH experiment at the Large Electron-Positron Collider is…

hep-ph2023★ 8 cited

Pileup and Infrared Radiation Annihilation (PIRANHA): A Paradigm for Continuous Jet Grooming

Samuel Alipour-Fard, Patrick T. Komiske, Eric M. Metodiev +1

Jet grooming is an important strategy for analyzing relativistic particle collisions in the presence of contaminating radiation. Most jet grooming techniques introduce hard cutoffs…

quant-ph2022

Degeneracy Engineering for Classical and Quantum Annealing: A Case Study of Sparse Linear Regression in Collider Physics

Eric R. Anschuetz, Lena Funcke, Patrick T. Komiske +2

Classical and quantum annealing are computing paradigms that have been proposed to solve a wide range of optimization problems. In this paper, we aim to enhance the performance of…

hep-ph2022★ 28 cited

Disentangling Quarks and Gluons with CMS Open Data

Patrick T. Komiske, Serhii Kryhin, Jesse Thaler

We study quark and gluon jets separately using public collider data from the CMS experiment. Our analysis is based on 2.3/fb of proton-proton collisions at 7 TeV, collected at the…

hep-ph2022★ 109 cited

Analyzing N-point Energy Correlators Inside Jets with CMS Open Data

Patrick T. Komiske, Ian Moult, Jesse Thaler +1

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 this p…