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Compact Muon Solenoid
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CMS-SUS-23-005 ; CERN-EP-2026-200
Search for a light pseudoscalar Higgs boson in final states with boosted muon pairs and tau lepton pairs in proton-proton collisions at $ \sqrt{s} = $ 13 TeV
Submitted to the Journal of High Energy Physics
Abstract: A search is presented for a light pseudoscalar Higgs boson, $ a $, using LHC proton-proton data at $ \sqrt{s} = $ 13 TeV collected by the CMS experiment from 2016 to 2018, corresponding to an integrated luminosity of 138 fb$ ^{-1} $. The analysis targets the process $ \mathrm{H} \to a a \to \mu\mu\tau\tau $, where the scalar H can be either the 125 GeV Higgs boson or a heavier state. Because of the large mass difference between H and $ a $, the two tau leptons are highly Lorentz boosted and collimated, often failing standard CMS tau lepton reconstruction. To address this, dedicated ditau reconstruction techniques, including a deep neural network, are developed to improve the efficiency for events in which at least one tau lepton decays to hadrons. No significant excess over the standard model (SM) background is observed. Model-independent upper limits at the 95% confidence level are set on the product of the Higgs boson production cross section and branching fraction, divided by the SM cross section. For a Higgs boson mass ($ m_{\mathrm{H}} $) equal to 125 GeV, these limits range from 5 $ \times 10^{-5} $ to 2.7 $ \times 10^{-4} $ for pseudoscalar masses between 3.6 and 21 GeV. For the first time using LHC data, upper limits are also obtained in final states with tau leptons for a hypothetical scalar boson with a mass up to 1 TeV. For $ m_{\mathrm{H}} = $ 1 TeV, the limits range from 3.5 $ \times 10^{-4} $ to 1.5 $ \times 10^{-3} $ for pseudoscalar masses between 3.6 and 50 GeV. In addition, limits are set for SM extensions involving two-Higgs-doublet plus singlet models for $ m_{\mathrm{H}} = $ 125 GeV, extending previous LHC results.
Figures & Tables Summary References CMS Publications
Figures

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Figure 1:
Feynman diagram of a Higgs boson produced via gluon fusion and decaying into two pseudoscalar bosons, one of which subsequently decays into two muons and the other decays into two tau leptons.

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Figure 2:
The $ \tau\tau $ reconstruction efficiency of the standard $ \tau $ HPS algorithm (open markers) and the modified $ \tau_{\mu}\tau_\mathrm{h} $ (left) or $ \tau_{\mathrm{e}}\tau_\mathrm{h} $ (right) HPS algorithm (solid markers) as a function of $ m_{a } $ for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. Because of the requirement $ \Delta R(\tau_{\ell}, \tau_\mathrm{h}) < $ 0.8, the efficiency for $ m_{\mathrm{H}} = $ 125 GeV decreases above $ m_{a } = $ 12 GeV in the $ \tau_{\mu}\tau_\mathrm{h} $ channel and above $ m_{a } = $ 14 GeV in the $ \tau_{\mathrm{e}}\tau_\mathrm{h} $ channel, corresponding to the region in which the $ \tau\tau $ topology becomes increasingly resolved. In the right plot, the dip in the standard HPS efficiency for the low $ m_{a } $ region is due to two competing effects: the requirement of $ p_{\mathrm{T}}^{\mathrm{e}} > $ 10 GeV, which loses efficiency with increasing $ m_{a } $, and the requirement of passing an anti-electron discriminant, which increases in efficiency as $ m_{a } $ increases. This analysis deploys the modified HPS reconstruction which shows a significantly higher efficiency than the standard $ \tau $ HPS scenario.

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Figure 2-a:
The $ \tau\tau $ reconstruction efficiency of the standard $ \tau $ HPS algorithm (open markers) and the modified $ \tau_{\mu}\tau_\mathrm{h} $ (left) or $ \tau_{\mathrm{e}}\tau_\mathrm{h} $ (right) HPS algorithm (solid markers) as a function of $ m_{a } $ for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. Because of the requirement $ \Delta R(\tau_{\ell}, \tau_\mathrm{h}) < $ 0.8, the efficiency for $ m_{\mathrm{H}} = $ 125 GeV decreases above $ m_{a } = $ 12 GeV in the $ \tau_{\mu}\tau_\mathrm{h} $ channel and above $ m_{a } = $ 14 GeV in the $ \tau_{\mathrm{e}}\tau_\mathrm{h} $ channel, corresponding to the region in which the $ \tau\tau $ topology becomes increasingly resolved. In the right plot, the dip in the standard HPS efficiency for the low $ m_{a } $ region is due to two competing effects: the requirement of $ p_{\mathrm{T}}^{\mathrm{e}} > $ 10 GeV, which loses efficiency with increasing $ m_{a } $, and the requirement of passing an anti-electron discriminant, which increases in efficiency as $ m_{a } $ increases. This analysis deploys the modified HPS reconstruction which shows a significantly higher efficiency than the standard $ \tau $ HPS scenario.

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Figure 2-b:
The $ \tau\tau $ reconstruction efficiency of the standard $ \tau $ HPS algorithm (open markers) and the modified $ \tau_{\mu}\tau_\mathrm{h} $ (left) or $ \tau_{\mathrm{e}}\tau_\mathrm{h} $ (right) HPS algorithm (solid markers) as a function of $ m_{a } $ for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. Because of the requirement $ \Delta R(\tau_{\ell}, \tau_\mathrm{h}) < $ 0.8, the efficiency for $ m_{\mathrm{H}} = $ 125 GeV decreases above $ m_{a } = $ 12 GeV in the $ \tau_{\mu}\tau_\mathrm{h} $ channel and above $ m_{a } = $ 14 GeV in the $ \tau_{\mathrm{e}}\tau_\mathrm{h} $ channel, corresponding to the region in which the $ \tau\tau $ topology becomes increasingly resolved. In the right plot, the dip in the standard HPS efficiency for the low $ m_{a } $ region is due to two competing effects: the requirement of $ p_{\mathrm{T}}^{\mathrm{e}} > $ 10 GeV, which loses efficiency with increasing $ m_{a } $, and the requirement of passing an anti-electron discriminant, which increases in efficiency as $ m_{a } $ increases. This analysis deploys the modified HPS reconstruction which shows a significantly higher efficiency than the standard $ \tau $ HPS scenario.

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Figure 3:
Receiver operating characteristic curve for the DEEPDITAU classifier. The tagging efficiency corresponds to the fraction of $ \tau_\mathrm{h}\tau_\mathrm{h} $ jets correctly identified as $ \tau_\mathrm{h}\tau_\mathrm{h} $ jets, while the mistagging rate corresponds to the fraction of light jets and b jets misidentified as $ \tau_\mathrm{h}\tau_\mathrm{h} $ jets. The dashed lines show that the medium working point used in this analysis corresponds to a tagging efficiency of 70% and a mistagging rate of approximately 1%.

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Figure 4:
Schematic of the analysis strategy. In the Z boson mass range, the tight-to-loose ratio is derived from the $ \mathrm{Z}\to\mu\mu $+jet control region and sideband. In the analysis mass range, events with two isolated muons and no loosely selected $ \tau\tau $ candidates enter the control region. Events that additionally contain a loosely selected $ \tau\tau $ candidate are further categorized into the signal region or sideband, as described in the text. The sideband data, weighted by the tight-to-loose ratio, are used to estimate the background in the signal region. In addition, by inverting the isolation requirement on the muon that did not trigger the event, two analogous regions are defined for validating the tight-to-loose method.

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Figure 5:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_{\mu}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 5-a:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_{\mu}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 5-b:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_{\mu}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 5-c:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_{\mu}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 5-d:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_{\mu}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 5-e:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_{\mu}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 5-f:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_{\mu}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 6:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 6-a:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 6-b:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 6-c:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 6-d:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 6-e:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 6-f:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 125 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 7:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 250 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 7-a:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 250 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 7-b:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 250 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 7-c:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 250 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 7-d:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 250 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 7-e:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 250 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 7-f:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 250 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 8:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 500 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 8-a:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 500 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 8-b:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 500 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 8-c:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 500 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 8-d:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 500 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 8-e:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 500 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 8-f:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 500 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 9:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 750 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 9-a:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 750 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 9-b:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 750 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 9-c:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 750 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 9-d:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 750 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 9-e:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 750 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 9-f:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 750 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5, 11, and 20 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 10:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two lower $ m_{\mu\mu} $ ranges (3 $ < m_{\mu\mu} < $ 8 GeV and 8 $ < m_{\mu\mu} < $ 12 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5 and 11 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 10-a:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two lower $ m_{\mu\mu} $ ranges (3 $ < m_{\mu\mu} < $ 8 GeV and 8 $ < m_{\mu\mu} < $ 12 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5 and 11 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 10-b:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two lower $ m_{\mu\mu} $ ranges (3 $ < m_{\mu\mu} < $ 8 GeV and 8 $ < m_{\mu\mu} < $ 12 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5 and 11 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 10-c:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two lower $ m_{\mu\mu} $ ranges (3 $ < m_{\mu\mu} < $ 8 GeV and 8 $ < m_{\mu\mu} < $ 12 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5 and 11 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 10-d:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two lower $ m_{\mu\mu} $ ranges (3 $ < m_{\mu\mu} < $ 8 GeV and 8 $ < m_{\mu\mu} < $ 12 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 5 and 11 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 11:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two higher $ m_{\mu\mu} $ ranges (12 $ < m_{\mu\mu} < $ 30 GeV and 30 $ < m_{\mu\mu} < $ 55 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 20 and 50 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 11-a:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two higher $ m_{\mu\mu} $ ranges (12 $ < m_{\mu\mu} < $ 30 GeV and 30 $ < m_{\mu\mu} < $ 55 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 20 and 50 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

png pdf
Figure 11-b:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two higher $ m_{\mu\mu} $ ranges (12 $ < m_{\mu\mu} < $ 30 GeV and 30 $ < m_{\mu\mu} < $ 55 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 20 and 50 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

png pdf
Figure 11-c:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two higher $ m_{\mu\mu} $ ranges (12 $ < m_{\mu\mu} < $ 30 GeV and 30 $ < m_{\mu\mu} < $ 55 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 20 and 50 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 11-d:
Projections of the post-fit two-dimensional background pdfs (blue) and the observed data onto the $ m_{\mu\mu} $ (left) and four-body visible mass (right) axes for the two higher $ m_{\mu\mu} $ ranges (12 $ < m_{\mu\mu} < $ 30 GeV and 30 $ < m_{\mu\mu} < $ 55 GeV) in the $ \tau_\mathrm{h}\tau_\mathrm{h} $ channel for $ m_{\mathrm{H}} = $ 1000 GeV using the 2018 data set. The rows correspond to pseudoscalar masses of $ m_{a } = $ 20 and 50 GeV, from top to bottom. Example signal distributions (red) are overlaid assuming $ \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau) = 5 \times 10^{-4} $.

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Figure 12:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the $ \tau_{\mu}\tau_{\mathrm{e}} $, $ \tau_{\mu}\tau_\mathrm{h} $, $ \tau_{\mathrm{e}}\tau_\mathrm{h} $, and $ \tau_\mathrm{h}\tau_\mathrm{h} $ final states, for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. The vertical dotted lines indicate the boundaries of the $ m_{\mu\mu} $ regions used in the background fit, as described in Section 7.

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Figure 12-a:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the $ \tau_{\mu}\tau_{\mathrm{e}} $, $ \tau_{\mu}\tau_\mathrm{h} $, $ \tau_{\mathrm{e}}\tau_\mathrm{h} $, and $ \tau_\mathrm{h}\tau_\mathrm{h} $ final states, for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. The vertical dotted lines indicate the boundaries of the $ m_{\mu\mu} $ regions used in the background fit, as described in Section 7.

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Figure 12-b:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the $ \tau_{\mu}\tau_{\mathrm{e}} $, $ \tau_{\mu}\tau_\mathrm{h} $, $ \tau_{\mathrm{e}}\tau_\mathrm{h} $, and $ \tau_\mathrm{h}\tau_\mathrm{h} $ final states, for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. The vertical dotted lines indicate the boundaries of the $ m_{\mu\mu} $ regions used in the background fit, as described in Section 7.

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Figure 12-c:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the $ \tau_{\mu}\tau_{\mathrm{e}} $, $ \tau_{\mu}\tau_\mathrm{h} $, $ \tau_{\mathrm{e}}\tau_\mathrm{h} $, and $ \tau_\mathrm{h}\tau_\mathrm{h} $ final states, for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. The vertical dotted lines indicate the boundaries of the $ m_{\mu\mu} $ regions used in the background fit, as described in Section 7.

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Figure 12-d:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the $ \tau_{\mu}\tau_{\mathrm{e}} $, $ \tau_{\mu}\tau_\mathrm{h} $, $ \tau_{\mathrm{e}}\tau_\mathrm{h} $, and $ \tau_\mathrm{h}\tau_\mathrm{h} $ final states, for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. The vertical dotted lines indicate the boundaries of the $ m_{\mu\mu} $ regions used in the background fit, as described in Section 7.

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Figure 12-e:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the $ \tau_{\mu}\tau_{\mathrm{e}} $, $ \tau_{\mu}\tau_\mathrm{h} $, $ \tau_{\mathrm{e}}\tau_\mathrm{h} $, and $ \tau_\mathrm{h}\tau_\mathrm{h} $ final states, for $ m_{\mathrm{H}} = $ 125, 250, 500, 750, and 1000 GeV. The vertical dotted lines indicate the boundaries of the $ m_{\mu\mu} $ regions used in the background fit, as described in Section 7.

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Figure 13:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the final states for different Higgs boson mass hypotheses, for the pseudoscalar masses of 10 GeV (left) and 15 GeV (right). The straight lines between points are there to guide the eye.

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Figure 13-a:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the final states for different Higgs boson mass hypotheses, for the pseudoscalar masses of 10 GeV (left) and 15 GeV (right). The straight lines between points are there to guide the eye.

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Figure 13-b:
Expected and observed limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, combining the final states for different Higgs boson mass hypotheses, for the pseudoscalar masses of 10 GeV (left) and 15 GeV (right). The straight lines between points are there to guide the eye.

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Figure 14:
Observed and expected limits in 2HDM+S models of Types I through IV. The contours at a branching fraction of 0.16 are motivated by a CMS combination that sets limits on Higgs boson decays to undetected modes, including modes not covered by the standard channels, such as the boosted topologies considered in this analysis [18]. In the Type-I model, $ \mathcal{B}(\mathrm{H}\rightarrow a a ) $ is independent of $ \tan\beta $.

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Figure 14-a:
Observed and expected limits in 2HDM+S models of Types I through IV. The contours at a branching fraction of 0.16 are motivated by a CMS combination that sets limits on Higgs boson decays to undetected modes, including modes not covered by the standard channels, such as the boosted topologies considered in this analysis [18]. In the Type-I model, $ \mathcal{B}(\mathrm{H}\rightarrow a a ) $ is independent of $ \tan\beta $.

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Figure 14-b:
Observed and expected limits in 2HDM+S models of Types I through IV. The contours at a branching fraction of 0.16 are motivated by a CMS combination that sets limits on Higgs boson decays to undetected modes, including modes not covered by the standard channels, such as the boosted topologies considered in this analysis [18]. In the Type-I model, $ \mathcal{B}(\mathrm{H}\rightarrow a a ) $ is independent of $ \tan\beta $.

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Figure 14-c:
Observed and expected limits in 2HDM+S models of Types I through IV. The contours at a branching fraction of 0.16 are motivated by a CMS combination that sets limits on Higgs boson decays to undetected modes, including modes not covered by the standard channels, such as the boosted topologies considered in this analysis [18]. In the Type-I model, $ \mathcal{B}(\mathrm{H}\rightarrow a a ) $ is independent of $ \tan\beta $.

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Figure 14-d:
Observed and expected limits in 2HDM+S models of Types I through IV. The contours at a branching fraction of 0.16 are motivated by a CMS combination that sets limits on Higgs boson decays to undetected modes, including modes not covered by the standard channels, such as the boosted topologies considered in this analysis [18]. In the Type-I model, $ \mathcal{B}(\mathrm{H}\rightarrow a a ) $ is independent of $ \tan\beta $.
Tables

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Table 1:
Values of the scalar mass $ m_{\mathrm{H}} $ and pseudoscalar mass $ m_{a } $ considered in the search for $ \mathrm{H}\to a a \to\mu\mu\tau\tau $. The third column lists the generated pseudoscalar mass points or ranges; ranges are given together with the step size in braces. For $ m_{\mathrm{H}} = $ 125 GeV, the lightest neutral scalar corresponds to the SM Higgs boson.

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Table 2:
Measured scale factors and their uncertainties for $ \tau_\mathrm{h} $ candidates. The 2016 data comprise two eras with different strip tracker running conditions [71].

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Table 3:
Tau lepton selection criteria in the four different channels. In the columns labeled $ \Delta R_{\mu\tau_{\ell}} $ and $ \Delta R_{\mu\tau_\mathrm{h}} $, $ \mu $ refers to either of the two muons reconstructed as the $ a \to\mu\mu $ candidate. In the column labeled $ \Delta R_{\mu\tau_{\ell}} $, $ \tau_{\ell} $ refers to either the $ \tau_{\mu} $ or $ \tau_{\mathrm{e}} $ candidate. In the final column, $ \mu_{2} $ refers to the nontriggering muon in the $ a \to\mu\mu $ pair. A dash ($ \text{---} $) means that the selection in the column header does not apply to the channel in that row.

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Table 4:
Four-body mass ranges used in the two-dimensional fit. For the $ \tau_{\mathrm{e}}\tau_\mathrm{h} $ channel, an additional requirement is imposed on $ m_{\mu\mu} $, as shown in the last row. All entries are given in GeV.

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Table 5:
The background model parameters and their relationships between the signal region and control region: shared, in which the parameters are identical in the indicated regions, and independent, in which the parameters vary freely and are not constrained by any other region.
Summary
A search for decays of the Higgs boson, H, to a pair of light pseudoscalar bosons, $ a $, is presented for both the standard model (SM) Higgs boson at 125 GeV and an SM-like scalar with masses in the range 250--1000 GeV. The light pseudoscalars decay to $ \mu\mu $ and $ \tau\tau $ with substantial overlap within each pair because of the large Lorentz boosts. This nonstandard topology motivates the development of dedicated $ \tau_{\mu}\tau_\mathrm{h} $, $ \tau_{\mathrm{e}}\tau_\mathrm{h} $, and $ \tau_\mathrm{h}\tau_\mathrm{h} $ reconstruction and tagging methods to increase the acceptance. A dedicated neural network enables, for the first time, the inclusion of the high-rate but high-background $ \tau_\mathrm{h}\tau_\mathrm{h} $ final state. Data collected by the CMS experiment at $ \sqrt{s} = $ 13 TeV, corresponding to an integrated luminosity of 138 fb$ ^{-1} $, are examined. No significant excess over SM processes is observed. Model-independent upper limits at the 95% confidence level are set on the product of the Higgs boson production cross section and branching fraction, divided by the standard model cross section, $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $, with the most stringent limits reaching approximately 5 $ \times 10^{-5} $ for $ m_{\mathrm{H}} = $ 125 GeV and 3.5 $ \times 10^{-4} $ for $ m_{\mathrm{H}} = $ 1000 GeV. Model-specific upper limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a )/\sigma_{\mathrm{SM}} $ are also extracted for $ m_{\mathrm{H}} = $ 125 GeV in Type-I, -II, -III, and -IV two-Higgs-doublet plus singlet models. These results significantly extend the upper limits obtained in earlier searches by the CMS and ATLAS Collaborations and are complementary to existing searches, $ \mbox{e.g.} $, Ref. [85], at higher $ m_{a } $, where the $ \mu\mu $ and $ \tau\tau $ final states are resolved. Considering only the previous CMS search using boosted $ \tau_{\mu}\tau_\mathrm{h} $ reconstruction and a partial 13 TeV data set [47], the median expected upper limits on $ \sigma_{\mathrm{H}} \times \mathcal{B}(\mathrm{H}\to a a \to\mu\mu\tau\tau)/\sigma_{\mathrm{SM}} $ for $ m_{\mathrm{H}} = $ 125 GeV are stronger than those obtained in Ref. [47] by factors of 2--5, depending on $ m_{a } $, owing to the larger dataset and inclusion of more tau lepton decay channels in the analysis. In the Type-I and Type-II models, this result places the most stringent limits to date on $ \mathcal{B}(\mathrm{H}\to a a ) $ in the range 3.6 $ < m_{a } < $ 4.2 GeV when $ m_{\mathrm{H}} = $ 125 GeV. In the range 4.0 $ < m_{a } < $ 8.0 GeV, the upper limits in this work are stronger than those of Ref. [87] based on the same final state and dataset. Above 4.2 GeV, they are a bit weaker than those of Ref. [88], which reconstructs the predicted decay of the pseudoscalar to a pair of charm quarks as well as its dimuon decay. In the Type-III model, in which decays to leptons are enhanced over quarks, the results of this work in the range 13 $ < m_{a } < $ 15 GeV improve upon those of Ref. [43], which reconstructs the predicted decay of the pseudoscalar to a pair of bottom quarks as well as its dimuon decay, and those of Ref. [87]. Finally, this analysis is the first to search for the decay of a heavy neutral scalar to two promptly decaying pseudoscalars in the full Run 2 dataset of the LHC.
References
1 CMS Collaboration Measurement of the Higgs boson mass and width using the four-lepton final state in proton-proton collisions at $ \sqrt{s} = $ 13 TeV PRD 111 (2025) 092014 CMS-HIG-21-019
2409.13663
2 CMS Collaboration Constraints on anomalous Higgs boson couplings from its production and decay using the WW channel in proton-proton collisions at $ \sqrt{s} = 13 \text {TeV} $ EPJC 84 (2024) 779 CMS-HIG-22-008
2403.00657
3 CMS Collaboration Measurement of simplified template cross sections of the Higgs boson produced in association with W or Z bosons in the H $ \rightarrow $ bb decay channel in proton-proton collisions at $ \sqrt{s} = 13 \text {TeV} $ PRD 109 (2024) 092011 CMS-HIG-20-001
2312.07562
4 ATLAS and CMS Collaborations Evidence for the Higgs boson decay to a Z boson and a photon at the LHC PRL 132 (2024) 021803 2309.03501
5 CMS Collaboration Measurements of inclusive and differential cross sections for the Higgs boson production and decay to four-leptons in proton-proton collisions at $ \sqrt{s} = 13 \text {TeV} $ JHEP 08 (2023) 040 CMS-HIG-21-009
2305.07532
6 CMS Collaboration Measurement of the Higgs boson inclusive and differential fiducial production cross sections in the diphoton decay channel with pp collisions at $ \sqrt{s} = 13 \text {TeV} $ JHEP 07 (2023) 091 CMS-HIG-19-016
2208.12279
7 ATLAS Collaboration Measurements of $ WH $ and $ ZH $ production with Higgs boson decays into bottom quarks and direct constraints on the charm yukawa coupling in 13 TeV $ pp $ collisions with the ATLAS detector JHEP 04 (2025) 075 2410.19611
8 ATLAS Collaboration Differential cross-section measurements of Higgs boson production in the H $ \rightarrow $ \ensuremath\tau$ ^{+} $\ensuremath\tau$ ^{-} $ decay channel in pp collisions at $ \sqrt{s} = $ 13 TeV with the ATLAS detector JHEP 03 (2025) 010 2407.16320
9 ATLAS Collaboration Measurement of the associated production of a top-antitop-quark pair and a Higgs boson decaying into a $ b\bar{b} $ pair in pp collisions at $ \sqrt{s}= $ 13 TeV using the ATLAS detector at the LHC EPJC 85 (2025) 210 2407.10904
10 ATLAS Collaboration Determination of the relative sign of the Higgs boson couplings to W and Z bosons using WH production via vector-boson fusion with the ATLAS detector PRL 133 (2024) 141801 2402.00426
11 ATLAS Collaboration Measurement of the VH, H $ \rightarrow $ \ensuremath\tau\ensuremath\tau process with the ATLAS detector at 13 TeV PLB 855 (2024) 138817 2312.02394
12 ATLAS Collaboration Measurement of the Higgs boson mass with H $ \rightarrow $ \ensuremath\gamma\ensuremath\gamma decays in 140 fb$ ^{-1} $ of $ \sqrt{s} = 13 \text {TeV} $ pp collisions with the ATLAS detector PLB 847 (2023) 138315 2308.07216
13 ATLAS Collaboration Combined measurement of the Higgs boson mass from the H $ \rightarrow $ \ensuremath\gamma\ensuremath\gamma and H $ \rightarrow $ ZZ* $ \rightarrow $ 4\ensuremath\ell decay channels with the ATLAS detector using $ \sqrt s = $ 7, 8, and 13 TeV pp collision data PRL 131 (2023) 251802 2308.04775
14 ATLAS Collaboration Integrated and differential fiducial cross-section measurements for the vector boson fusion production of the Higgs boson in the $ H \rightarrow WW^{\ast}\rightarrow e\nu\mu\nu $ decay channel at 13 $ \text{TeV} $ with the ATLAS detector PRD 108 (2023) 072003 2304.03053
15 D. Curtin et al. Exotic decays of the 125 GeV Higgs boson PRD 90 (2014) 075004 1312.4992
16 G. C. Branco et al. Theory and phenomenology of two-Higgs-doublet models Phys. Rept. 516 (2012) 1 1106.0034
17 U. Ellwanger, C. Hugonie, and A. M. Teixeira The next-to-minimal supersymmetric standard model Phys. Rept. 496 (2010) 1 0910.1785
18 CMS Collaboration A portrait of the Higgs boson by the CMS experiment ten years after the discovery Nature 607 (2022) 60 CMS-HIG-22-001
2207.00043
19 CMS Collaboration Combined measurements and interpretations of Higgs boson production and decay in proton-proton collisions at $ \sqrt{s} = $ 13 TeV CMS-HIG-21-018
2602.18611
20 R. Dermisek and J. F. Gunion Escaping the large fine tuning and little hierarchy problems in the next to minimal supersymmetric model and $ h\rightarrow aa $ decays PRL 95 (2005) 041801 hep-ph/0502105
21 R. Dermisek and J. F. Gunion The NMSSM close to the R-symmetry limit and naturalness in $ h\rightarrow aa $ decays for $ m(a) < 2m(b) $ PRD 75 (2007) 075019 hep-ph/0611142
22 S. Chang, R. Dermisek, J. F. Gunion, and N. Weiner Nonstandard Higgs boson decays Ann. Rev. Nucl. Part. Sci. 58 (2008) 75 0801.4554
23 S. F. King, M. Muhlleitner, R. Nevzorov, and K. Walz Natural NMSSM Higgs bosons NPB 870 (2013) 323 1211.5074
24 A. Celis, V. Ilisie, and A. Pich LHC constraints on two-Higgs doublet models JHEP 07 (2013) 053 1302.4022
25 B. Grinstein and P. Uttayarat Carving out parameter space in Type-II two Higgs doublets model JHEP 06 (2013) 094 1304.0028
26 B. Coleppa, F. Kling, and S. Su Constraining Type II 2HDM in light of LHC Higgs searches JHEP 01 (2014) 161 1305.0002
27 C.-Y. Chen, S. Dawson, and M. Sher Heavy Higgs searches and constraints on two Higgs doublet models PRD 88 (2013) 015018 1305.1624
28 N. Craig, J. Galloway, and S. Thomas Searching for signs of the second Higgs doublet 1305.2424
29 L. Wang and X.-F. Han Status of the aligned two-Higgs-doublet model confronted with the Higgs data JHEP 04 (2014) 128 1312.4759
30 J. Cao et al. A light Higgs scalar in the NMSSM confronted with the latest LHC Higgs data JHEP 11 (2013) 018 1309.4939
31 N. D. Christensen, T. Han, Z. Liu, and S. Su Low-mass Higgs bosons in the NMSSM and their LHC implications JHEP 08 (2013) 019 1303.2113
32 D. G. Cerdeno, P. Ghosh, and C. B. Park Probing the two light Higgs scenario in the NMSSM with a low-mass pseudoscalar JHEP 06 (2013) 031 1301.1325
33 G. Chalons and F. Domingo Analysis of the Higgs potentials for two doublets and a singlet PRD 86 (2012) 115024 1209.6235
34 A. Ahriche, A. Arhrib, and S. Nasri Higgs phenomenology in the two-singlet model JHEP 02 (2014) 042 1309.5615
35 J. Baglio, O. Eberhardt, U. Nierste, and M. Wiebusch Benchmarks for Higgs pair production and heavy Higgs boson searches in the two-Higgs-doublet model of Type II PRD 90 (2014) 015008 1403.1264
36 B. Dumont, J. F. Gunion, Y. Jiang, and S. Kraml Constraints on and future prospects for two-Higgs-doublet models in light of the LHC Higgs signal PRD 90 (2014) 035021 1405.3584
37 H. Davoudiasl, R. Marcarelli, N. Miesch, and E. T. Neil Searching for flavor-violating ALPs in Higgs boson decays PRD 104 (2021) 055022 2105.05866
38 M. Bauer, M. Neubert, and A. Thamm Collider probes of axion-like particles JHEP 12 (2017) 044 1708.00443
39 ATLAS Collaboration Search for Higgs boson decays into a pair of pseudoscalar particles in the $ bb\mu\mu $ final state with the ATLAS detector in $ pp $ collisions at $ \sqrt s = $ 13 TeV PRD 105 (2022) 012006 2110.00313
40 CMS Collaboration Search for the decay of the Higgs boson to a pair of light pseudoscalar bosons in the final state with four bottom quarks in proton-proton collisions at $ \sqrt{\textrm{s}} = $ 13 TeV JHEP 06 (2024) 097 CMS-HIG-18-026
2403.10341
41 CMS Collaboration Search for exotic Higgs boson decays $ H \to \mathcal{A}\mathcal{A} \to 4\gamma $ with events containing two merged diphotons in proton-proton collisions at $ \sqrt{s} = $ 13 TeV PRL 131 (2023) 101801 CMS-HIG-21-016
2209.06197
42 CMS Collaboration Search for the exotic decay of the Higgs boson into two light pseudoscalars with four photons in the final state in proton-proton collisions at $ \sqrt{s} = $ 13 TeV JHEP 07 (2023) 148 CMS-HIG-21-003
2208.01469
43 CMS Collaboration Search for exotic decays of the Higgs boson to a pair of pseudoscalars in the $ \mu\mu $bb and $ \tau\tau $bb final states EPJC 84 (2024) 493 CMS-HIG-22-007
2402.13358
44 CMS Collaboration Model-independent search for pair production of new bosons decaying into muons in proton-proton collisions at $ \sqrt{s} = $ 13 TeV JHEP 12 (2024) 172 CMS-HIG-21-004
2407.20425
45 CMS Collaboration Summary of 2HDM+S searches at 13 TeV (Run 2) https://twiki.cern.ch/twiki/bin/view/CMSPublic/Summary2HDMSRun2
46 CMS Collaboration Search for light bosons in decays of the 125 GeV Higgs boson in proton-proton collisions at $ \sqrt{s}= $ 8 TeV JHEP 10 (2017) 076 CMS-HIG-16-015
1701.02032
47 CMS Collaboration Search for a light pseudoscalar Higgs boson in the boosted $ \mu\mu\tau\tau $ final state in proton-proton collisions at $ \sqrt{s}= $ 13 TeV JHEP 08 (2020) 139 CMS-HIG-18-024
2005.08694
48 LHC Higgs Cross Section Working Group Handbook of LHC Higgs cross sections: 4. Deciphering the nature of the Higgs sector CERN Yellow Reports: Monographs., 2017
link
1610.07922
49 J. Bernon et al. Scrutinizing the alignment limit in two-Higgs-doublet models: m$ _h = $ 125 GeV PRD 92 (2015) 075004 1507.00933
50 J. Bernon, J. F. Gunion, Y. Jiang, and S. Kraml Light Higgs bosons in two-Higgs-doublet models PRD 91 (2015) 075019 1412.3385
51 CMS Collaboration HEPData record for this analysis link
52 CMS Collaboration The CMS trigger system JINST 12 (2017) P01020 CMS-TRG-12-001
1609.02366
53 CMS Collaboration Performance of the CMS level-1 trigger in proton-proton collisions at $ \sqrt{s} = $ 13 TeV JINST 15 (2020) P10017 CMS-TRG-17-001
2006.10165
54 CMS Collaboration Performance of the CMS high-level trigger during LHC Run 2 JINST 19 (2024) P11021 CMS-TRG-19-001
2410.17038
55 CMS Collaboration The CMS experiment at the CERN LHC JINST 3 (2008) S08004 0805.1757
56 CMS Collaboration Development of the CMS detector for the CERN LHC Run 3 JINST 19 (2024) P05064 CMS-PRF-21-001
2309.05466
57 J. Alwall et al. The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations JHEP 07 (2014) 079 1405.0301
58 T. Sjöstrand et al. An introduction to PYTHIA 8.2 Comput. Phys. Commun. 191 (2015) 159 1410.3012
59 CMS Collaboration Extraction and validation of a new set of CMS PYTHIA8 tunes from underlying-event measurements EPJC 80 (2020) 4 CMS-GEN-17-001
1903.12179
60 NNPDF Collaboration Parton distributions from high-precision collider data EPJC 77 (2017) 663 1706.00428
61 GEANT4 Collaboration GEANT 4---a simulation toolkit NIM A 506 (2003) 250
62 CMS Collaboration Particle-flow reconstruction and global event description with the CMS detector JINST 12 (2017) P10003 CMS-PRF-14-001
1706.04965
63 M. Cacciari, G. P. Salam, and G. Soyez The anti-$ k_{\mathrm{T}} $ jet clustering algorithm JHEP 04 (2008) 063 0802.1189
64 M. Cacciari, G. P. Salam, and G. Soyez FastJet user manual EPJC 72 (2012) 1896 1111.6097
65 CMS Collaboration Technical proposal for the Phase-II upgrade of the Compact Muon Solenoid CMS Technical Proposal CERN-LHCC-2015-010, CMS-TDR-15-02, 2015
CDS
66 CMS Collaboration Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at $ \sqrt{s}= $ 13 TeV JINST 13 (2018) P06015 CMS-MUO-16-001
1804.04528
67 CMS Collaboration Performance of electron reconstruction and selection with the CMS detector in proton-proton collisions at $ \sqrt{s} = $ 8 TeV JINST 10 (2015) P06005 CMS-EGM-13-001
1502.02701
68 CMS Collaboration Determination of jet energy calibration and transverse momentum resolution in CMS JINST 6 (2011) P11002 CMS-JME-10-011
1107.4277
69 CMS Collaboration Performance of the pile up jet identification in CMS for Run 2 technical report, 2020
CDS
70 CMS Collaboration Performance of reconstruction and identification of $ \tau $ leptons decaying to hadrons and $ \nu_\tau $ in pp collisions at $ \sqrt{s}= $ 13 TeV JINST 13 (2018) P10005 CMS-TAU-16-003
1809.02816
71 CMS Collaboration Operation and performance of the CMS silicon strip tracker with proton-proton collisions at the CERN LHC JINST 20 (2025) P08027 CMS-TRK-20-002
2506.17195
72 E. Bols et al. Jet flavour classification using DeepJet JINST 15 (2020) P12012 2008.10519
73 CMS Collaboration Identification of hadronic tau lepton decays using a deep neural network JINST 17 (2022) P07023 CMS-TAU-20-001
2201.08458
74 CMS Collaboration Electron and photon reconstruction and identification with the CMS experiment at the CERN LHC JINST 16 (2021) P05014 CMS-EGM-17-001
2012.06888
75 CMS Collaboration The CMS statistical analysis and combination tool: COMBINE Comput. Softw. Big Sci. 8 (2024) 19 CMS-CAT-23-001
2404.06614
76 CMS Collaboration Precision luminosity measurement in proton-proton collisions at $ \sqrt{s} = $ 13 TeV in 2015 and 2016 at CMS EPJC 81 (2021) 800 CMS-LUM-17-003
2104.01927
77 CMS Collaboration CMS luminosity measurement for the 2017 data-taking period at $ \sqrt{s} = $ 13 TeV CMS Physics Analysis Summary, 2018
CMS-PAS-LUM-17-004
CMS-PAS-LUM-17-004
78 CMS Collaboration CMS luminosity measurement for the 2018 data-taking period at $ \sqrt{s} = $ 13 TeV CMS Physics Analysis Summary, 2019
CMS-PAS-LUM-18-002
CMS-PAS-LUM-18-002
79 CMS Collaboration Precision luminosity measurement in proton-proton collisions at a center-of-mass energy of 13 TeV with the CMS detector at the Large Hadron Collider Technical Report CERN-EP-2026-134, -003, 2026
CMS-PAS-LUM-20-001
CMS-PAS-LUM-20-001
80 CMS Collaboration Measurement of the inelastic proton-proton cross section at $ \sqrt{s}= $ 13 TeV JHEP 07 (2018) 161 CMS-FSQ-15-005
1802.02613
81 T. Junk Confidence level computation for combining searches with small statistics NIM A 434 (1999) 435 hep-ex/9902006
82 A. L. Read Presentation of search results: The CL$ _{s} $ technique JPG 28 (2002) 2693
83 G. Cowan, K. Cranmer, E. Gross, and O. Vitells Asymptotic formulae for likelihood-based tests of new physics [Erratum: Eur. Phys. J. C 73 2501 ()], 2011
EPJC 71 (2011) 1554
1007.1727
84 ATLAS and CMS Collaborations, and The LHC Higgs Combination Group Procedure for the LHC Higgs boson search combination in Summer 2011 Technical Report CMS-NOTE-2011-005. ATL-PHYS-PUB-2011-11, 2011
85 CMS Collaboration Search for an exotic decay of the Higgs boson to a pair of light pseudoscalars in the final state of two muons and two $ \tau $ leptons in proton-proton collisions at $ \sqrt{s}= $ 13 TeV JHEP 11 (2018) 018 CMS-HIG-17-029
1805.04865
86 U. Haisch, J. F. Kamenik, A. Malinauskas, and M. Spira Collider constraints on light pseudoscalars JHEP 03 (2018) 178 1802.02156
87 CMS Collaboration Search for light pseudoscalar boson pairs produced from Higgs boson decays using the 4 tau and 2mu2au final states in proton-proton collisions at $ \sqrt{s}= $ 13 TeV JHEP 04 (2026) 132 CMS-SUS-24-002
2508.06947
88 D. Perez Adan Search for an exotic decay of the 125 GeV Higgs boson to a pair of light pseudoscalars in the final state of two muons and two c-quarks in proton-proton collisions at $ \sqrt{s}= $ 13 TeV with CMS open data JHEP 09 (2025) 096 2504.12161
Compact Muon Solenoid
LHC, CERN