Results 11 to 20 of about 13,014 (293)
Exploring jet substructure in semi-visible jets
SciPost Physics, 2021 Semi-visible jets arise in strongly interacting dark sectors, where parton evolution includes dark sector emissions, resulting in jets overlapping with missing transverse momentum.
Deepak Kar, Sukanya Sinha
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Learning to identify semi-visible jets
Journal of High Energy Physics, 2022 We train a network to identify jets with fractional dark decay (semi-visible jets) using the pattern of their low-level jet constituents, and explore the nature of the information used by the network by mapping it to a space of jet substructure ...
Taylor Faucett +2 more
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Reconstructing boosted Higgs jets from event image segmentation
Journal of High Energy Physics, 2021 Based on the jet image approach, which treats the energy deposition in each calorimeter cell as the pixel intensity, the Convolutional neural network (CNN) method has been found to achieve a sizable improvement in jet tagging compared to the traditional ...
Jinmian Li, Tianjun Li, Fang-Zhou Xu
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Measurements of jet substructure and jet fragmentation using the ATLAS detector
SciPost Physics Proceedings, 2022 Measurements of the internal properties of jets at the LHC interaction scale allow QCD to be studied in a new energy regime. In this talk, we discuss recent measurements of jet substructure and jet fragmentation, which were performed using data collected
Javier Llorente Merino
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Recent progress on jet substructure theory [PDF]
EPJ Web of Conferences, 2020 In these proceedings, we review recent theoretical progress on jet substructure at the colliders. Focusing on two observables – jet mass and groomed jet radius, we perform theoretical computations for jets measured in the single inclusive jet production ...
Kang Zhong-Bo
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Overview of jet physics results from ALICE [PDF]
EPJ Web of Conferences, 2020 Recent results from jet shower-shape and substructure analyses done by the ALICE collaboration in central Pb–Pb collisions at √sNN = 2.76 TeV and in pp collisions at √s = 7 TeV are reviewed.
Krizek Filip
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Identifying quenched jets in heavy ion collisions with machine learning
Journal of High Energy Physics, 2023 Measurements of jet substructure in ultra-relativistic heavy ion collisions suggest that the jet showering process is modified by the interaction with the quark-gluon plasma. Modifications of the hard substructure of jets can be explored with modern data-
Lihan Liu +3 more
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Evolution variable dependence of jet substructure [PDF]
, 2015 Studies on jet substructure have evolved significantly in recent years. Jet substructure is essentially determined by QCD radiations and non-perturbative effects.
Sakaki, Yasuhito
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Physics Letters B, 2016 Hadrons have finite interaction size with dense material, a basic feature common to known forms of hadronic calorimeters (HCAL). We argue that substructure variables cannot use HCAL information to access the microscopic nature of jets much narrower than ...
Shikma Bressler +4 more
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Substructure of jets at HERA [PDF]
, 2001 The substructure of jets produced in an exclusive and a charm-induced dijet sample in photoproduction and in charged and neutral current interactions has been studied with the ZEUS detector at HERA. Jets were identified using the longitudinally invariant
Vazquez, Monica
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