177 citations · 1.3k across the 60 of their papers we have counts for
5 papers · 1 filter
Search for nonresonant Higgs boson pair production in the final state at 13 TeV
CMS Collaboration
Results of a search for nonresonant production of Higgs boson pairs, with each Higgs boson decaying to a pair are presented. This search uses data from pro…
Search for pair-produced three-jet resonances in proton-proton collisions at 13 TeV
CMS Collaboration
A search has been performed for pair-produced resonances decaying into three jets. The proton-proton collision data used for this analysis were collected with the CMS detector in 2…
Centrality and pseudorapidity dependence of the transverse energy density in pPb collisions at 5.02 TeV
CMS Collaboration
The almost hermetic coverage of the CMS detector is used to measure the distribution of transverse energy, , over 13.2 units of pseudorapidity, , for pPb collision…
End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC
Michael Andrews, Manfred Paulini, Sergei Gleyzer +1
This paper describes the construction of novel end-to-end image-based classifiers that directly leverage low-level simulated detector data to discriminate signal and background pro…
Machine Learning in High Energy Physics Community White Paper
Kim Albertsson, Piero Altoe, Dustin Anderson +125
Machine learning has been applied to several problems in particle physics research, beginning with applications to high-level physics analysis in the 1990s and 2000s, followed by a…