Built on

S. Chatrchyan et al
Original
1910
Earlier work this paper cites.
S. D. Ellis, A. Hornig, T. S. Roy, D. Krohn and M. D. Schwartz, “Qjets: A Non-Deterministic Approach to Tree-Based Jet Substructure,” Phys. Rev. Lett. 108
Original
1914
Earlier work this paper cites.
L. G. Almeida, O. Erdogan, J. Juknevich, S. J. Lee, G. Perez and G. Sterman, “Three-particle templates for a boosted Higgs boson,” Phys. Rev. D 85
Original
1957
Earlier work this paper cites.
S. D. Ellis and D. E. Soper, “Successive combination jet algorithm for hadron collisions,” Phys. Rev. D 48
1993
Earlier work this paper cites.
M. H. Seymour, “Searches for new particles using cone and cluster jet algorithms: A Comparative study,” Z. Phys. C 62
1994
Earlier work this paper cites.
S. Catani and M. H. Seymour, “The Dipole formalism for the calculation of QCD jet cross-sections at next-to-leading order,” Phys. Lett. B 378
1996
Earlier work this paper cites.
Y. L. Dokshitzer, G. D. Leder, S. Moretti and B. R. Webber, “Better jet clustering algorithms,” JHEP 9708
1997
Earlier work this paper cites.
M. Wobisch and T. Wengler, “Hadronization corrections to jet cross-sections in deep inelastic scattering,” In *Hamburg 1998/1999, Monte Carlo generators for HERA physics* 270-279 [hep-ph/9907280]
1999
Earlier work this paper cites.
M. Dasgupta and G. P. Salam, “Resummation of non-global QCD observables,” Phys. Lett. B 512
2001
Earlier work this paper cites.
J. M. Butterworth, B. E. Cox and J. R. Forshaw, “ W W WW scattering at the CERN LHC,” Phys. Rev. D 65
2002
Earlier work this paper cites.
R. B. Appleby and M. H. Seymour, “Nonglobal logarithms in interjet energy flow with kt clustering requirement,” JHEP 0212
2002
Earlier work this paper cites.
A. Banfi and M. Dasgupta, “Problems in resumming interjet energy flows with k t k_{t} clustering,” Phys. Lett. B 628
2005
Earlier work this paper cites.
J. R. Forshaw, A. Kyrieleis and M. H. Seymour, “Super-leading logarithms in non-global observables in QCD,” JHEP 0608
2006
Earlier work this paper cites.
Y. Delenda, R. Appleby, M. Dasgupta and A. Banfi, “On QCD resummation with k(t) clustering,” JHEP 0612
2006
Earlier work this paper cites.
T. Sjostrand, S. Mrenna and P. Z. Skands, “PYTHIA 6.4 Physics and Manual,” JHEP 0605
2006
Earlier work this paper cites.
J. M. Butterworth, A. R. Davison, M. Rubin and G. P. Salam, “Jet substructure as a new Higgs search channel at the LHC,” Phys. Rev. Lett. 100
Original
2008
Earlier work this paper cites.
G. Brooijmans, “High p T p_{T} hadronic top quark identification part 1: Jet mass and Ysplitter,” ATL-PHYS-CONF-2008-008 (2008)
2008
Earlier work this paper cites.
D. E. Kaplan, K. Rehermann, M. D. Schwartz and B. Tweedie, “Top Tagging: A Method for Identifying Boosted Hadronically Decaying Top Quarks,” Phys. Rev. Lett. 101
Original
2008
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M. Bahr, S. Gieseke, M. A. Gigg, D. Grellscheid, K. Hamilton, O. Latunde-Dada, S. Platzer and P. Richardson et al
Original
2008
Earlier work this paper cites.
M. Dasgupta, L. Magnea and G. P. Salam, “Non-perturbative QCD effects in jets at hadron colliders,” JHEP 0802
Original
2008
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M. Cacciari and G. P. Salam, “Pileup subtraction using jet areas,” Phys. Lett. B 659
Original
2008
Earlier work this paper cites.

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J. Thaler and L. T. Wang, “Strategies to Identify Boosted Tops,” JHEP 0807
Original
2008
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CMS Collaboration, R. Adolphi et al., “A Cambridge-Aachen (C-A) based jet algorithm for boosted top jet tagging, CMS Physics Analysis Summary,” CMS-PAS-EXO-09-002 (2009)
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S. D. Ellis, C. K. Vermilion and J. R. Walsh, “Techniques for improved heavy particle searches with jet substructure,” Phys. Rev. D 80
Original
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T. Gleisberg, S. Hoeche, F. Krauss, M. Schonherr, S. Schumann, F. Siegert and J. Winter, “Event generation with SHERPA 1.1,” JHEP 0902
Original
2009
Cited alongside, same era.
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Then

I. Feige, M. D. Schwartz, I. W. Stewart and J. Thaler, “Precision Jet Substructure from Boosted Event Shapes,” Phys. Rev. Lett. 109
Original
2012
Later among the works it cites.
A. Banfi and J. Cancino, “Implications of QCD radiative corrections on high-pT Higgs searches,” Phys. Lett. B 718
Original
2012
Later among the works it cites.
M. Dasgupta, K. Khelifa-Kerfa, S. Marzani and M. Spannowsky, “On jet mass distributions in Z+jet and dijet processes at the LHC,” JHEP 1210
Original
2012
Later among the works it cites.
M. Cacciari, G. P. Salam and G. Soyez, “FastJet User Manual,” Eur. Phys. J. C 72
Original
2012
Later among the works it cites.
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2015

On jet substructure methods for signal jets

Dasgupta, Mrinal, Powling, Alexander, Siodmok, Andrzej

Understand

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 differences between taggers for these signal jets assumes particular significance in situations where they perform similarly on QCD background jets.
As an explicit example of this we compare the Y-splitter method to the more recently proposed Y-pruning technique.
We demonstrate how the insight we gain can be used to significantly improve the performance of Y-splitter by combining it with trimming and show that this combination outperforms the other taggers studied here, at high $p_T$.

Built on

S. Chatrchyan et al
Original
1910
Earlier work this paper cites.
S. D. Ellis, A. Hornig, T. S. Roy, D. Krohn and M. D. Schwartz, “Qjets: A Non-Deterministic Approach to Tree-Based Jet Substructure,” Phys. Rev. Lett. 108
Original
1914
Earlier work this paper cites.
L. G. Almeida, O. Erdogan, J. Juknevich, S. J. Lee, G. Perez and G. Sterman, “Three-particle templates for a boosted Higgs boson,” Phys. Rev. D 85
Original
1957
Earlier work this paper cites.
S. D. Ellis and D. E. Soper, “Successive combination jet algorithm for hadron collisions,” Phys. Rev. D 48
1993
Earlier work this paper cites.
M. H. Seymour, “Searches for new particles using cone and cluster jet algorithms: A Comparative study,” Z. Phys. C 62
1994
Earlier work this paper cites.
S. Catani and M. H. Seymour, “The Dipole formalism for the calculation of QCD jet cross-sections at next-to-leading order,” Phys. Lett. B 378
1996
Earlier work this paper cites.
Y. L. Dokshitzer, G. D. Leder, S. Moretti and B. R. Webber, “Better jet clustering algorithms,” JHEP 9708
1997
Earlier work this paper cites.
M. Wobisch and T. Wengler, “Hadronization corrections to jet cross-sections in deep inelastic scattering,” In *Hamburg 1998/1999, Monte Carlo generators for HERA physics* 270-279 [hep-ph/9907280]
1999
Earlier work this paper cites.
M. Dasgupta and G. P. Salam, “Resummation of non-global QCD observables,” Phys. Lett. B 512
2001
Earlier work this paper cites.
J. M. Butterworth, B. E. Cox and J. R. Forshaw, “ W W WW scattering at the CERN LHC,” Phys. Rev. D 65
2002
Earlier work this paper cites.
R. B. Appleby and M. H. Seymour, “Nonglobal logarithms in interjet energy flow with kt clustering requirement,” JHEP 0212
2002
Earlier work this paper cites.
A. Banfi and M. Dasgupta, “Problems in resumming interjet energy flows with k t k_{t} clustering,” Phys. Lett. B 628
2005
Earlier work this paper cites.
J. R. Forshaw, A. Kyrieleis and M. H. Seymour, “Super-leading logarithms in non-global observables in QCD,” JHEP 0608
2006
Earlier work this paper cites.
Y. Delenda, R. Appleby, M. Dasgupta and A. Banfi, “On QCD resummation with k(t) clustering,” JHEP 0612
2006
Earlier work this paper cites.
T. Sjostrand, S. Mrenna and P. Z. Skands, “PYTHIA 6.4 Physics and Manual,” JHEP 0605
2006
Earlier work this paper cites.
J. M. Butterworth, A. R. Davison, M. Rubin and G. P. Salam, “Jet substructure as a new Higgs search channel at the LHC,” Phys. Rev. Lett. 100
Original
2008
Earlier work this paper cites.
G. Brooijmans, “High p T p_{T} hadronic top quark identification part 1: Jet mass and Ysplitter,” ATL-PHYS-CONF-2008-008 (2008)
2008
Earlier work this paper cites.
D. E. Kaplan, K. Rehermann, M. D. Schwartz and B. Tweedie, “Top Tagging: A Method for Identifying Boosted Hadronically Decaying Top Quarks,” Phys. Rev. Lett. 101
Original
2008
Earlier work this paper cites.
M. Bahr, S. Gieseke, M. A. Gigg, D. Grellscheid, K. Hamilton, O. Latunde-Dada, S. Platzer and P. Richardson et al
Original
2008
Earlier work this paper cites.
M. Dasgupta, L. Magnea and G. P. Salam, “Non-perturbative QCD effects in jets at hadron colliders,” JHEP 0802
Original
2008
Earlier work this paper cites.
M. Cacciari and G. P. Salam, “Pileup subtraction using jet areas,” Phys. Lett. B 659
Original
2008
Earlier work this paper cites.