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Related papers: Building a Better Boosted Top Tagger

200 papers

In this work, we propose a new class of jet substructure observables which, unlike fragmentation functions, are largely insensitive to the poorly known physics of hadronization. We show that sub-jet structures provide us with a large…

High Energy Physics - Phenomenology · Physics 2016-11-23 Xiaoming Zhang , Liliana Apolinário , José Guilherme Milhano , Mateusz Płoskoń

Studies of highly-boosted top quarks produced inclusively in pp collisions at 14 TeV are discussed. The hadronic decays of boosted top quarks was studied in a data-driven approach by analysing shapes of jet-mass distributions. Using Monte…

High Energy Physics - Phenomenology · Physics 2013-10-02 B. Auerbach , S. V. Chekanov , N. Kidonakis

This paper presents studies of the performance of several jet-substructure techniques, which are used to identify hadronically decaying top quarks with high transverse momentum contained in large-radius jets. The efficiency of identifying…

High Energy Physics - Experiment · Physics 2016-07-05 ATLAS Collaboration

N-subjettiness is a jet shape designed to identify boosted hadronic objects such as top quarks. Given N subjet axes within a jet, N-subjettiness sums the angular distances of jet constituents to their nearest subjet axis. Here, we…

High Energy Physics - Phenomenology · Physics 2015-05-30 Jesse Thaler , Ken Van Tilburg

Jet substructure techniques are playing an essential role in exploring the TeV scale at the Large Hadron Collider (LHC), since they facilitate the efficient reconstruction and identification of highly-boosted objects. Both for the LHC and…

High Energy Physics - Phenomenology · Physics 2018-01-11 Evan Coleman , Marat Freytsis , Andreas Hinzmann , Meenakshi Narain , Jesse Thaler , Nhan Tran , Caterina Vernieri

We present first analytic, resummed calculations of the rates at which widespread jet substructure tools tag QCD jets. As well as considering trimming, pruning and the mass-drop tagger, we introduce modified tools with improved analytical…

High Energy Physics - Phenomenology · Physics 2013-09-10 Mrinal Dasgupta , Alessandro Fregoso , Simone Marzani , Gavin P. Salam

We study jet substructures of a boosted polarized top quark, which undergoes the hadronic decay $t\to b u\bar d$, in the perturbative QCD framework, focusing on the energy profile and the differential energy profile. These substructures are…

High Energy Physics - Phenomenology · Physics 2016-04-06 Yoshio Kitadono , Hsiang-nan Li

The impact of event colour structure on the performance of the Johns-Hopkins, CMS, HEPToptagger and N-Subjettiness algorithms is investigated by studying colour singlet and colour octet resonances decaying to top-quark pairs. Large…

High Energy Physics - Phenomenology · Physics 2015-06-05 Kiran Joshi , Andrew D. Pilkington , Michael Spannowsky

At the Large Hadron Collider, numerous physics processes expected within the standard model and theories beyond it give rise to very high momentum particles decaying to multihadronic final states. Development of algorithms for efficient…

High Energy Physics - Experiment · Physics 2016-11-30 J. S. Conway , R. Bhaskar , R. D. Erbacher , J. Pilot

We study the binary discrimination problem of identification of boosted $H\to gg$ decays from massive QCD jets in a systematic expansion in the strong coupling. Though this decay mode of the Higgs is unlikely to be discovered at the LHC, we…

High Energy Physics - Phenomenology · Physics 2025-04-23 Andrew J. Larkoski

In this paper we study the identification of the b quark inside a boosted hadronically decaying top quark in the center-of-mass frame of the jet. We demonstrate that the method can be used to greatly reduce the QCD jet background even in a…

High Energy Physics - Phenomenology · Physics 2013-10-25 Chunhui Chen

A search is performed for a vector-like heavy T quark that is produced in pairs and that decays to a top quark and a Higgs boson. The data analysed correspond to an integrated luminosity of 19.7 inverse femtobarns collected with the CMS…

High Energy Physics - Experiment · Physics 2015-07-02 CMS Collaboration

A method of reconstruction of the top quarks produced in the process E+E- -> t\bar{t} -> 6 jets at a Linear Collider (LC) is proposed. The approach does not involve a kinematic fit, as well as assumptions on the invariant masses of the…

High Energy Physics - Experiment · Physics 2011-07-19 S. V. Chekanov , V. L. Morgunov

We present a novel approach to construct a color tagger, i.e. an observable that is able to discriminate the decay of a color-singlet into two jets from a two-jet background in a different color configuration. We do this by explicitly…

High Energy Physics - Phenomenology · Physics 2020-08-27 Andy Buckley , Giuseppe Callea , Andrew J. Larkoski , Simone Marzani

We carry out simple analytical calculations and Monte Carlo studies to better understand the impact of QCD radiation on some well-known jet substructure methods for jets arising from the decay of boosted Higgs bosons. Understanding…

High Energy Physics - Phenomenology · Physics 2015-08-28 Mrinal Dasgupta , Alexander Powling , Andrzej Siodmok

In this paper we introduce a new approach to identify a bottom quark-antiquark pair inside a single jet with high transverse momentum by using the jet substructure in the center-of-mass frame of the jet. We demonstrate that the method can…

High Energy Physics - Phenomenology · Physics 2015-11-23 Chunhui Chen

I explore many aspects of jet substructure at the Large Hadron Collider, ranging from theoretical techniques for jet calculations, to phenomenological tools for better searches with jets, to software for implementing and comparing such…

High Energy Physics - Phenomenology · Physics 2015-03-17 Christopher K. Vermilion

Top plus jets production at hadron collider allows us to study the couplings of the top quark. In the Standard Model, two single top processes contribute to the top-jets final state. Beyond the Standard Model, additional direct top…

High Energy Physics - Phenomenology · Physics 2010-01-07 Tilman Plehn , Michael Rauch , Michael Spannowsky

We introduce a new class of infrared safe jet observables, which we refer to as template overlaps, designed to filter targeted highly boosted particle decays from QCD jets and other background. Template overlaps are functional measures that…

High Energy Physics - Phenomenology · Physics 2010-10-22 Leandro G. Almeida , Seung J. Lee , Gilad Perez , George Sterman , Ilmo Sung

Power counting is a systematic strategy for organizing collider observables and their associated theoretical calculations. In this paper, we use power counting to characterize a class of jet substructure observables called energy flow…

High Energy Physics - Phenomenology · Physics 2022-09-21 Pedro Cal , Jesse Thaler , Wouter J. Waalewijn
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