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Using Jet Substructure at the LHC to Search for the Light Higgs Bosons of the CP-Violating MSSM

High Energy Physics - Phenomenology · Submitted 16 Apr 2012

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim Tagging such jets could extend the discovery potential at the LHC into the hitherto-inaccessible region for light Higgs bosons.

how it is stated · hedged possibility 0.90 read the record →

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arXiv ID1204.3369 (version 3)
Pith IDG7WG2Q53, Pith's permanent record of this paper and its review
CitationAmit Chakraborty, Biplob Bhattacherjee, Dilip Kumar Ghosh, Sreerup Raychaudhuri. "Using Jet Substructure at the LHC to Search for the Light Higgs Bosons of the CP-Violating MSSM." arXiv:1204.3369 (2012). https://pith.science/paper/G7WG2Q53
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The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 3,780 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.12 · human participants 0.01 · controlled comparison 0.06 · randomized assignment 0.01 · states quantitative result 0.18 · compares with prior results 0.42 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v3. Results and the main claim are underlined; .

The CP-violating version of the Minimal Supersymmetric Standard Model (MSSM) is an example of a model where experimental data do not preclude the presence of light Higgs bosons in the range around 10 -- 110 GeV. Such light Higgs bosons, decaying almost wholly to b-bbar pairs, may be copiously produced at the LHC, but would remain inaccessible to conventional Higgs searches because of intractable QCD backgrounds. We demonstrate that a significant number of these light Higgs bosons would be boosted strongly enough for the pair of daughter $b$-jet pairs to appear as a single `fat' jet with substructure. Tagging such jets could extend the discovery potential at the LHC into the hitherto-inaccessible region for light Higgs bosons.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 The CP-violating version of the Minimal Supersymmetric Standard Model (MSSM) is an example of a model where experimental data do not preclude the presence of light Higgs bosons in the range around 10 -- 110 GeV. background 0.99 0.07 0.04 asserted 0.67
s1 Such light Higgs bosons, decaying almost wholly to b-bbar pairs, may be copiously produced at the LHC, but would remain inaccessible to conventional Higgs searches because of intractable QCD backgrounds. background 0.65 0.08 0.05 hedged possibility 0.99
s2 We demonstrate that a significant number of these light Higgs bosons would be boosted strongly enough for the pair of daughter $b$-jet pairs to appear as a single `fat' jet with substructure. result 0.80 0.87 0.28 asserted 0.96
s3 Tagging such jets could extend the discovery potential at the LHC into the hitherto-inaccessible region for light Higgs bosons. interpretation 0.97 0.37 0.83 hedged possibility 0.90

What kind of paper the classifier reports this is: method or tool 0.87 · evidence from simulation or computation 0.73.

What was examined, and what was not

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not examined
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  • figures and tables
  • references and citing sentences
  • relations to other papers
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  • P abstract
not run
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  • T body sentences
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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

The CP-violating version of the Minimal Supersymmetric Standard Model (MSSM) is an example of a model where experimental data do not preclude the presence of light Higgs bosons in the range around 10 -- 110 GeV. Such light Higgs bosons, decaying almost wholly to b-bbar pairs, may be copiously produced at the LHC, but would remain inaccessible to conventional Higgs searches because of intractable QCD backgrounds. We demonstrate that a significant number of these light Higgs bosons would be boosted strongly enough for the pair of daughter $b$-jet pairs to appear as a single `fat' jet with substructure. Tagging such jets could extend the discovery potential at the LHC into the hitherto-inaccessible region for light Higgs bosons.

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References
How the literature uses it

6 arXiv papers cite this in 7 sentences

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

Papers citing it · 5 sentences without a confident label

Cites it as background 2 papers

What it cites · 15 sentences without a confident label

Uses the method or tool of 5 papers
  • In our numerical simulation the basic processes are calculated using the well-known Monte Carlo generator Pythia [ref] , and the jets are identified using the add-on package FastJet [ref] .

    Dispelling the N^3 myth for the Kt jet-finder · Boosted Higgs Bosons and Jet Substructure · 1.00

  • In our numerical simulation the basic processes are calculated using the well-known Monte Carlo generator Pythia [ref] , and the jets are identified using the add-on package FastJet [ref] .

    PYTHIA 6.4 Physics and Manual · Boosted Higgs Bosons and Jet Substructure · 1.00

  • We use the well-known code HiggsBounds (version 2.1.1) [ref] to ensure that these four benchmark points are allowed by the LEP-2 and Tevatron Higgs searches.

    HiggsBounds: Confronting Arbitrary Higgs Sectors with Exclusion Bounds from LEP and the Tevatron · The Higgs Sector of the CP-violating MSSM · 1.00

Uses data or values from 1 paper
  • In fact, strictly speaking, if we take the current upper bounds from the LHCb on this branching ratio [ref] , none of our benchmark points would be tenable[However, this can be circumvented in various ways, either by going beyond the minimal flavour violation paradigm, or by activating some of the supersymmetric phases set to zero in our choice of benchmark points, without prejudice to the existence of light neutral Higgs states.

    Strong constraints on the rare decays Bs -> mu+ mu- and B0 -> mu+ mu- · The Higgs Sector of the CP-violating MSSM · 0.91

Cites as support 4 papers
Cites as background 7 papers
  • Thus, at the LHC, there will be $W/Z$-jets [ref] , $t$-jets [ref] and $H$-jets [ref] in the Standard Model, and in new physics models there will be objects like charged Higgs jets [ref] , neutralino jets [ref] , etc., depending on the model chosen.

    Efficient Identification of Boosted Semileptonic Top Quarks at the LHC · Boosted Higgs Bosons and Jet Substructure · 0.80

  • Thus, at the LHC, there will be $W/Z$-jets [ref] , $t$-jets [ref] and $H$-jets [ref] in the Standard Model, and in new physics models there will be objects like charged Higgs jets [ref] , neutralino jets [ref] , etc., depending on the model chosen.

    Searching for Heavy Charged Higgs Boson with Jet Substructure at the LHC · Boosted Higgs Bosons and Jet Substructure · 0.80

  • Thus, at the LHC, there will be $W/Z$-jets [ref] , $t$-jets [ref] and $H$-jets [ref] in the Standard Model, and in new physics models there will be objects like charged Higgs jets [ref] , neutralino jets [ref] , etc., depending on the model chosen.

    Tracking the Identities of Boosted Particles · Boosted Higgs Bosons and Jet Substructure · 0.80

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