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researcher

Patrick T. Komiske

21 papers hereh-index 162k citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author13
  • middle author7

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • hep-ph17
  • hep-ex2
  • quant-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

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
Showing 2022Show all

3 papers · 1 filter

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.