49 citations · 128 across the 5 of their papers we have counts for
5 papers · 1 filter
End-to-end particle and event identification at the Large Hadron Collider with CMS Open Data
John Alison, Sitong An, Michael Andrews +8
From particle identification to the discovery of the Higgs boson, deep learning algorithms have become an increasingly important tool for data analysis at the Large Hadron Collider…
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
Michael Andrews, John Alison, Sitong An +7
We describe the construction of end-to-end jet image classifiers based on simulated low-level detector data to discriminate quark- vs. gluon-initiated jets with high-fidelity simul…
Observation of top quark production in proton-nucleus collisions
Georgios Konstantinos Krintiras
The multi-TeV energies available at LHC have opened up the possibility to measure, for the first time, various large-mass elementary particles in nuclear collisions. The current st…
Search for evidence of the type-III seesaw mechanism in multilepton final states in proton-proton collisions at sqrt(s) = 13 TeV
CMS Collaboration
A search for a signal consistent with the type-III seesaw mechanism in events with three or more electrons or muons is presented. The data sample consists of proton-proton collisio…
Measurement of the differential cross sections for the associated production of a W boson and jets in proton-proton collisions at sqrt(s) = 13 TeV
CMS Collaboration
A measurement of the differential cross sections for a W boson produced in association with jets in the muon decay channel is presented. The measurement is based on 13 TeV proton-p…