CMS logoCMS event Hgg
Compact Muon Solenoid
LHC, CERN

CMS-EXO-22-024 ; CERN-EP-2024-109
Search for new physics in high-mass diphoton events from proton-proton collisions at $ \sqrt{s}= $ 13 TeV
Submitted to J. High Energy Phys.
Abstract: Results are presented from a search for new physics in high-mass diphoton events from proton-proton collisions at $ \sqrt{s}= $ 13 TeV. The data set was collected in 2016-2018 with the CMS detector at the LHC and corresponds to an integrated luminosity of 138 fb$ ^{-1} $. Events with a diphoton invariant mass greater than 500 GeV are considered. Two different techniques are used to predict the standard model backgrounds: parametric fits to the smoothly-falling background and a first-principles calculation of the standard model diphoton spectrum at next-to-next-to-leading order in perturbative quantum chromodynamics calculations. The first technique is sensitive to resonant excesses while the second technique can identify broad differences in the invariant mass shape. The data are used to constrain the production of heavy Higgs bosons, Randall-Sundrum gravitons, the large extra dimensions model of Arkani-Hamed, Dimopoulos, and Dvali (ADD), and the continuum clockwork mechanism. No statistically significant excess is observed. The present results are the strongest limits to date on ADD extra dimensions and RS gravitons with a coupling parameter greater than 0.1.
Figures & Tables Summary References CMS Publications
Figures

png pdf
Figure 1:
The product of the acceptance ($ A $) and the event selection efficiency ($ \epsilon $) is shown as a function of the signal resonance mass $ m_{\mathrm{X}} $ for the narrow signal width hypothesis ($ \Gamma_{\mathrm{X}}/m_{\mathrm{X}}=$ 1.4 $\times$ 10$^{-4} $ for $ J= $ 0 and $ \tilde{k}= $ 0.01 for $ J= $ 2). The total (black), EBEB (red), and EBEE (blue) curves are shown for spin hypotheses $ J= $ 0 (solid) and $ J= $ 2 (dashed).

png pdf
Figure 2:
Observed diphoton invariant mass spectra for the EBEB (left) and EBEE (right) categories for the 2016-2018 data are shown. Also shown are the results of a likelihood fit to the background-only hypothesis. The black, blue, green, and yellow lines indicate the result of the fit functions $ f_1 $, $ f_2 $, $ f_3 $, and $ f_4 $, respectively. The predicted excesses from narrow RS gravitons at masses 1.3 and 2.2 TeV are shown based on the theoretical LO cross sections, with the 1.3 TeV signal scaled by an additional factor of 0.2. The lower panels show the difference between the data and the $ f_1 $ fit, divided by the statistical uncertainty in the data points. The indicated $ \chi^2 $ in the plot is also given with respect to the $ f_1 $ fit.

png pdf
Figure 2-a:
Observed diphoton invariant mass spectra for the EBEB (left) and EBEE (right) categories for the 2016-2018 data are shown. Also shown are the results of a likelihood fit to the background-only hypothesis. The black, blue, green, and yellow lines indicate the result of the fit functions $ f_1 $, $ f_2 $, $ f_3 $, and $ f_4 $, respectively. The predicted excesses from narrow RS gravitons at masses 1.3 and 2.2 TeV are shown based on the theoretical LO cross sections, with the 1.3 TeV signal scaled by an additional factor of 0.2. The lower panels show the difference between the data and the $ f_1 $ fit, divided by the statistical uncertainty in the data points. The indicated $ \chi^2 $ in the plot is also given with respect to the $ f_1 $ fit.

png pdf
Figure 2-b:
Observed diphoton invariant mass spectra for the EBEB (left) and EBEE (right) categories for the 2016-2018 data are shown. Also shown are the results of a likelihood fit to the background-only hypothesis. The black, blue, green, and yellow lines indicate the result of the fit functions $ f_1 $, $ f_2 $, $ f_3 $, and $ f_4 $, respectively. The predicted excesses from narrow RS gravitons at masses 1.3 and 2.2 TeV are shown based on the theoretical LO cross sections, with the 1.3 TeV signal scaled by an additional factor of 0.2. The lower panels show the difference between the data and the $ f_1 $ fit, divided by the statistical uncertainty in the data points. The indicated $ \chi^2 $ in the plot is also given with respect to the $ f_1 $ fit.

png pdf
Figure 3:
Expected and observed 95% CL upper limits on the product of the production cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (left) and heavy Higgs boson mass $ m_{\text{S}} $ (right) for the full Run 2 data set. The dotted red line is the LO theoretical cross section for the RS graviton. The rows correspond to different resonance widths. Expected 68% and 95% limit bands are shown in green and yellow, respectively.

png pdf
Figure 3-a:
Expected and observed 95% CL upper limits on the product of the production cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (left) and heavy Higgs boson mass $ m_{\text{S}} $ (right) for the full Run 2 data set. The dotted red line is the LO theoretical cross section for the RS graviton. The rows correspond to different resonance widths. Expected 68% and 95% limit bands are shown in green and yellow, respectively.

png pdf
Figure 3-b:
Expected and observed 95% CL upper limits on the product of the production cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (left) and heavy Higgs boson mass $ m_{\text{S}} $ (right) for the full Run 2 data set. The dotted red line is the LO theoretical cross section for the RS graviton. The rows correspond to different resonance widths. Expected 68% and 95% limit bands are shown in green and yellow, respectively.

png pdf
Figure 3-c:
Expected and observed 95% CL upper limits on the product of the production cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (left) and heavy Higgs boson mass $ m_{\text{S}} $ (right) for the full Run 2 data set. The dotted red line is the LO theoretical cross section for the RS graviton. The rows correspond to different resonance widths. Expected 68% and 95% limit bands are shown in green and yellow, respectively.

png pdf
Figure 3-d:
Expected and observed 95% CL upper limits on the product of the production cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (left) and heavy Higgs boson mass $ m_{\text{S}} $ (right) for the full Run 2 data set. The dotted red line is the LO theoretical cross section for the RS graviton. The rows correspond to different resonance widths. Expected 68% and 95% limit bands are shown in green and yellow, respectively.

png pdf
Figure 3-e:
Expected and observed 95% CL upper limits on the product of the production cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (left) and heavy Higgs boson mass $ m_{\text{S}} $ (right) for the full Run 2 data set. The dotted red line is the LO theoretical cross section for the RS graviton. The rows correspond to different resonance widths. Expected 68% and 95% limit bands are shown in green and yellow, respectively.

png pdf
Figure 3-f:
Expected and observed 95% CL upper limits on the product of the production cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (left) and heavy Higgs boson mass $ m_{\text{S}} $ (right) for the full Run 2 data set. The dotted red line is the LO theoretical cross section for the RS graviton. The rows correspond to different resonance widths. Expected 68% and 95% limit bands are shown in green and yellow, respectively.

png pdf
Figure 4:
Expected (left) and observed (right) 95% CL upper limits on the product of the cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (upper) and heavy Higgs boson mass $ m_{\text{S}} $ (lower) versus the resonance width for the 2016-2018 data.

png pdf
Figure 4-a:
Expected (left) and observed (right) 95% CL upper limits on the product of the cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (upper) and heavy Higgs boson mass $ m_{\text{S}} $ (lower) versus the resonance width for the 2016-2018 data.

png pdf
Figure 4-b:
Expected (left) and observed (right) 95% CL upper limits on the product of the cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (upper) and heavy Higgs boson mass $ m_{\text{S}} $ (lower) versus the resonance width for the 2016-2018 data.

png pdf
Figure 4-c:
Expected (left) and observed (right) 95% CL upper limits on the product of the cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (upper) and heavy Higgs boson mass $ m_{\text{S}} $ (lower) versus the resonance width for the 2016-2018 data.

png pdf
Figure 4-d:
Expected (left) and observed (right) 95% CL upper limits on the product of the cross section and branching fraction as a function of the RS graviton mass $ m_{\mathrm{G}} $ (upper) and heavy Higgs boson mass $ m_{\text{S}} $ (lower) versus the resonance width for the 2016-2018 data.

png pdf
Figure 5:
The $ m_{\gamma\gamma} $ spectra and the background estimate before nuisance parameter marginalization (``pre-fit'') due to SM diphoton production ($ {\gamma\gamma} $) and misidentified photon production (j$ \gamma $, jj) for the EBEB (left) and EBEE (right) cases, combining the 2016, 2017, and 2018 data sets. The pull distributions, defined as the data minus prediction divided by the statistical uncertainty, are shown in the lower panel. The shaded bands show the systematic uncertainties, neglecting the normalization of the diphoton prediction. The last bin contains the overflow of events with $ m_{\gamma\gamma} > $ 3.5 TeV.

png pdf
Figure 5-a:
The $ m_{\gamma\gamma} $ spectra and the background estimate before nuisance parameter marginalization (``pre-fit'') due to SM diphoton production ($ {\gamma\gamma} $) and misidentified photon production (j$ \gamma $, jj) for the EBEB (left) and EBEE (right) cases, combining the 2016, 2017, and 2018 data sets. The pull distributions, defined as the data minus prediction divided by the statistical uncertainty, are shown in the lower panel. The shaded bands show the systematic uncertainties, neglecting the normalization of the diphoton prediction. The last bin contains the overflow of events with $ m_{\gamma\gamma} > $ 3.5 TeV.

png pdf
Figure 5-b:
The $ m_{\gamma\gamma} $ spectra and the background estimate before nuisance parameter marginalization (``pre-fit'') due to SM diphoton production ($ {\gamma\gamma} $) and misidentified photon production (j$ \gamma $, jj) for the EBEB (left) and EBEE (right) cases, combining the 2016, 2017, and 2018 data sets. The pull distributions, defined as the data minus prediction divided by the statistical uncertainty, are shown in the lower panel. The shaded bands show the systematic uncertainties, neglecting the normalization of the diphoton prediction. The last bin contains the overflow of events with $ m_{\gamma\gamma} > $ 3.5 TeV.

png pdf
Figure 6:
The $ m_{\gamma\gamma} $ spectra and background prediction after nuisance parameter marginalization (``post-fit'') due to SM diphoton production ($ {\gamma\gamma} $) and misidentified photon production (j$ \gamma $, jj) for the EBEB (left) and EBEE (right) cases, combining the 2016, 2017, and 2018 data sets. The prediction with an ADD signal (GRW convention with $ M_{\mathrm{S}}= $ 6 TeV) is also shown. The pull distributions, defined as the data minus prediction divided by the statistical uncertainty, are shown in the lower panel. The shaded bands show the systematic uncertainties, neglecting the normalization of the diphoton prediction. The last bin contains the overflow of events with $ m_{\gamma\gamma} > $ 3.5 TeV.

png pdf
Figure 6-a:
The $ m_{\gamma\gamma} $ spectra and background prediction after nuisance parameter marginalization (``post-fit'') due to SM diphoton production ($ {\gamma\gamma} $) and misidentified photon production (j$ \gamma $, jj) for the EBEB (left) and EBEE (right) cases, combining the 2016, 2017, and 2018 data sets. The prediction with an ADD signal (GRW convention with $ M_{\mathrm{S}}= $ 6 TeV) is also shown. The pull distributions, defined as the data minus prediction divided by the statistical uncertainty, are shown in the lower panel. The shaded bands show the systematic uncertainties, neglecting the normalization of the diphoton prediction. The last bin contains the overflow of events with $ m_{\gamma\gamma} > $ 3.5 TeV.

png pdf
Figure 6-b:
The $ m_{\gamma\gamma} $ spectra and background prediction after nuisance parameter marginalization (``post-fit'') due to SM diphoton production ($ {\gamma\gamma} $) and misidentified photon production (j$ \gamma $, jj) for the EBEB (left) and EBEE (right) cases, combining the 2016, 2017, and 2018 data sets. The prediction with an ADD signal (GRW convention with $ M_{\mathrm{S}}= $ 6 TeV) is also shown. The pull distributions, defined as the data minus prediction divided by the statistical uncertainty, are shown in the lower panel. The shaded bands show the systematic uncertainties, neglecting the normalization of the diphoton prediction. The last bin contains the overflow of events with $ m_{\gamma\gamma} > $ 3.5 TeV.

png pdf
Figure 7:
The exclusion limit for the clockwork framework over the $ k $-$ M_{5} $ parameter space. The darker shaded region denotes where the theory becomes nonperturbative. The region below the solid line constitutes the excluded region. Expected 68% and 95% limit bands are shown in green and yellow, respectively.
Tables

png pdf
Table 1:
The observed and expected lower limits on $ M_{\mathrm{S}} $ in TeV at the 95% CL for different theoretical conventions of the ADD extra dimension model.
Summary
A search has been performed for new physics in high-mass diphoton events from proton-proton collisions at a center-of-mass energy of 13 TeV. The data used correspond to an integrated luminosity of 138 fb$ ^{-1} $ collected with the CMS detector in 2016-2018. No statistically significant excess, either resonant or nonresonant, is observed in the spectra. Masses below 2.2 to 5.6 TeV are excluded at the 95% confidence level for the excited state of the Randall-Sundrum (RS) graviton, for coupling parameters between 0.01 $ < \tilde{k} < $ 0.2. Limits are also set on the production of scalar Higgs boson like resonances. In the model with large extra spatial dimensions by Arkani-Hamed, Dimopoulos, and Dvali (ADD), exclusion limits on the mass scale $ M_{\mathrm{S}} $ range between 7.1 to 11.1 TeV, depending on the specific convention. Additionally, exclusion limits are set in the two-dimensional space of the continuum clockwork model, with the fundamental scale $ M_{5} $ excluded at the 95% confidence level below 8.0 TeV for $ k $ values between 0.2 GeV and 2.0 TeV. The present results are the strongest limits to date on ADD extra dimensions and RS gravitons with $ \tilde{k} \ge $ 0.1.
References
1 S. Weinberg Implications of dynamical symmetry breaking PRD 13 (1976) 974
2 L. Susskind Dynamics of spontaneous symmetry breaking in the Weinberg-Salam theory PRD 20 (1979) 2619
3 N. Arkani-Hamed, S. Dimopoulos, and G. R. Dvali The hierarchy problem and new dimensions at a millimeter PLB 429 (1998) 263 hep-ph/9803315
4 I. Antoniadis, N. Arkani-Hamed, S. Dimopoulos, and G. R. Dvali New dimensions at a millimeter to a fermi and superstrings at a TeV PLB 436 (1998) 257 hep-ph/9804398
5 N. Arkani-Hamed, S. Dimopoulos, and G. R. Dvali Phenomenology, astrophysics and cosmology of theories with submillimeter dimensions and TeV scale quantum gravity PRD 59 (1999) 086004 hep-ph/9807344
6 L. Randall and R. Sundrum A large mass hierarchy from a small extra dimension PRL 83 (1999) 3370 hep-ph/9905221
7 L. Randall and R. Sundrum An alternative to compactification PRL 83 (1999) 4690 hep-th/9906064
8 G. F. Giudice and M. McCullough A clockwork theory JHEP 02 (2017) 036 1610.07962
9 M. Baryakhtar Graviton phenomenology of linear dilaton geometries PRD 85 (2012) 125019 1202.6674
10 G. F. Giudice et al. Clockwork / linear dilaton: structure and phenomenology JHEP 06 (2018) 009 1711.08437
11 G. F. Giudice and A. Strumia Constraints on extra-dimensional theories from virtual-graviton exchange NPB 663 (2003) 377 hep-ph/0301232
12 G. F. Giudice, T. Plehn, and A. Strumia Graviton collider effects in one and more large extra dimensions NPB 706 (2005) 455 hep-ph/0408320
13 R. Franceschini et al. LHC bounds on large extra dimensions JHEP 05 (2011) 092 1101.4919
14 G. C. Branco et al. Theory and phenomenology of two-Higgs-doublet models Phys. Rept. 516 (2012) 1 1106.0034
15 T. D. Lee A theory of spontaneous $ T $ violation PRD 8 (1973) 1226
16 N. Craig, J. Galloway, and S. Thomas Searching for signs of the second Higgs doublet 1305.2424
17 ATLAS Collaboration Search for periodic signals in the dielectron and diphoton invariant mass spectra using 139 fb$ ^{-1} $ of pp collisions at $ \sqrt{s} = $ 13 TeV with the ATLAS detector JHEP 10 (2023) 079 2305.10894
18 CMS Collaboration Search for physics beyond the standard model in high-mass diphoton events from proton-proton collisions at $ \sqrt{s} = $ 13 TeV PRD 98 (2018) 092001 CMS-EXO-17-017
1809.00327
19 ATLAS Collaboration Search for resonances decaying into photon pairs in 139 fb$ ^{-1} $ of pp collisions at $ \sqrt{s} = $ 13 TeV with the ATLAS detector PLB 822 (2021) 136651 2102.13405
20 ATLAS Collaboration Search for new phenomena in high-mass diphoton final states using 37 fb$ ^{-1} $ of proton-proton collisions collected at $ \sqrt{s}= $ 13 TeV with the ATLAS detector PLB 775 (2017) 105 1707.04147
21 CMS Collaboration Search for high-mass diphoton resonances in proton-proton collisions at 13 TeV and combination with 8 TeV search PLB 767 (2017) 147 CMS-EXO-16-027
1609.02507
22 ATLAS Collaboration Search for resonances in diphoton events at $ \sqrt{s} = $ 13 TeV with the ATLAS detector JHEP 09 (2016) 001 1606.03833
23 CMS Collaboration Search for resonant production of high-mass photon pairs in proton-proton collisions at $ \sqrt{s}= $ 8 and 13 TeV PRL 117 (2016) 051802 CMS-EXO-16-018
1606.04093
24 ATLAS Collaboration Search for high-mass diphoton resonances in pp collisions at $ \sqrt{s}= $ 8 TeV with the ATLAS detector PRD 92 (2015) 032004 1504.05511
25 CMS Collaboration Search for diphoton resonances in the mass range from 150 to 850 GeV in pp collisions at $ \sqrt{s} = $ 8 TeV PLB 750 (2015) 494 CMS-HIG-14-006
1506.02301
26 ATLAS Collaboration Search for extra dimensions in diphoton events using proton-proton collisions recorded at $ \sqrt{s}= $ 7 TeV with the ATLAS detector at the LHC New J. Phys. 15 (2013) 043007 1210.8389
27 CMS Collaboration Search for signatures of extra dimensions in the diphoton mass spectrum at the Large Hadron Collider PRL 108 (2012) 111801 CMS-EXO-11-038
1112.0688
28 CMS Collaboration Search for large extra dimensions in the diphoton final state at the Large Hadron Collider JHEP 05 (2011) 085 CMS-EXO-10-026
1103.4279
29 CDF Collaboration Search for new dielectron resonances and Randall-Sundrum gravitons at the Collider Detector at Fermilab PRL 107 (2011) 051801 1103.4650
30 CDF Collaboration Limits on extra dimensions and new particle production in the exclusive photon and missing energy signature in $ p\bar{p} $ collisions at $ \sqrt{s} = $ 1.8 TeV PRL 89 (2002) 281801 hep-ex/0205057
31 CDF Collaboration Search for Randall-Sundrum gravitons in the diphoton channel at CDF PRD 83 (2011) 011102 1012.2795
32 D0 Collaboration Search for Randall-Sundrum gravitons in the dielectron and diphoton final states with 5.4 fb$ ^{-1} $ of data from $ {\rm p} \bar{\rm p} $ collisions at $ \sqrt{s}= $ 1.96 TeV PRL 104 (2010) 241802 1004.1826
33 D0 Collaboration Search for large extra dimensions in dielectron and diphoton production PRL 86 (2001) 1156 hep-ex/0008065
34 D0 Collaboration Search for large extra spatial dimensions in the dielectron and diphoton channels in $ p \bar{p} $ collisions at $ \sqrt{s} = $ 1.96 TeV PRL 102 (2009) 051601 0809.2813
35 D0 Collaboration Search for Randall-Sundrum gravitons in dilepton and diphoton final states PRL 95 (2005) 091801 hep-ex/0505018
36 CMS Collaboration HEPData record for this analysis link
37 CMS Collaboration The CMS experiment at the CERN LHC JINST 3 (2008) S08004
38 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
39 CMS Collaboration The CMS trigger system JINST 12 (2017) P01020 CMS-TRG-12-001
1609.02366
40 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
41 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
42 CMS Collaboration Description and performance of track and primary-vertex reconstruction with the CMS tracker JINST 9 (2014) P10009 CMS-TRK-11-001
1405.6569
43 CMS Collaboration Particle-flow reconstruction and global event description with the CMS detector JINST 12 (2017) P10003 CMS-PRF-14-001
1706.04965
44 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
45 CMS Collaboration Jet energy scale and resolution in the CMS experiment in pp collisions at 8 TeV JINST 12 (2017) P02014 CMS-JME-13-004
1607.03663
46 CMS Collaboration Performance of missing transverse momentum reconstruction in proton-proton collisions at $ \sqrt{s} = $ 13 TeV using the CMS detector JINST 14 (2019) P07004 CMS-JME-17-001
1903.06078
47 CMS Collaboration Performance of photon reconstruction and identification with the CMS detector in proton-proton collisions at $ \sqrt{s}= $ 8 TeV JINST 10 (2015) P08010 CMS-EGM-14-001
1502.02702
48 CMS Collaboration A measurement of the Higgs boson mass in the diphoton decay channel PLB 805 (2020) 135425 CMS-HIG-19-004
2002.06398
49 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
50 CMS Collaboration CMS luminosity measurement for the 2017 data-taking period at $ \sqrt{s} = $ 13 TeV CMS Physics Analysis Summary, 2018
link
CMS-PAS-LUM-17-004
51 CMS Collaboration CMS luminosity measurement for the 2018 data-taking period at $ \sqrt{s} = $ 13 TeV CMS Physics Analysis Summary, 2019
link
CMS-PAS-LUM-18-002
52 CMS Collaboration Observation of the diphoton decay of the Higgs boson and measurement of its properties EPJC 74 (2014) 3076 CMS-HIG-13-001
1407.0558
53 CMS Collaboration Measurements of Higgs boson properties in the diphoton decay channel in proton-proton collisions at $ \sqrt{s}= $ 13 TeV JHEP 11 (2018) 185 CMS-HIG-16-040
1804.02716
54 T. Sjöstrand et al. An introduction to PYTHIA 8.2 Comput. Phys. Commun. 191 (2015) 159 1410.3012
55 GEANT4 Collaboration GEANT 4--a simulation toolkit NIM A 506 (2003) 250
56 NNPDF Collaboration Parton distributions with LHC data NPB 867 (2012) 2 1207.1303
57 CMS collaboration Event generator tunes obtained from underlying event and multiparton scattering measurements EPJC 76 (2015) 155 1512.00815
58 NNPDF Collaboration Parton distributions for the LHC Run II JHEP 04 (2015) 040 1410.8849
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 CMS Collaboration Pileup mitigation at CMS in 13 TeV data JINST 15 (2020) P09018 CMS-JME-18-001
2003.00503
61 G. F. Giudice, R. Rattazzi, and J. D. Wells Quantum gravity and extra dimensions at high-energy colliders NPB 544 (1999) 3 hep-ph/9811291
62 J. L. Hewett Indirect collider signals for extra dimensions PRL 82 (1999) 4765 hep-ph/9811356
63 T. Han, J. D. Lykken, and R.-J. Zhang Kaluza-Klein states from large extra dimensions PRD 59 (1999) 105006 hep-ph/9811350
64 E. Bothmann et al. Event generation with Sherpa 2.2 SciPost Phys. 7 (2019) 034 1905.09127
65 J. M. Campbell, R. K. Ellis, Y. Li, and C. Williams Predictions for diphoton production at the LHC through NNLO in QCD JHEP 07 (2016) 148 1603.02663
66 CMS Collaboration Measurement of the inelastic proton-proton cross section at $ \sqrt{s}= $ 13 TeV JHEP 18 (2018) 161 CMS-FSQ-15-005
1802.02613
67 ATLAS and CMS Collaborations, and 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
68 G. Cowan, K. Cranmer, E. Gross, and O. Vitells Asymptotic formulae for likelihood-based tests of new physics EPJC 71 (2011) 1554 1007.1727
69 N. Metropolis et al. Equation of state calculations by fast computing machines J. Chem. Phys. 21 (1953) 1087
Compact Muon Solenoid
LHC, CERN