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Search for a Structure in the B

0

s

π



Invariant Mass Spectrum

with the ATLAS Experiment

M. Aaboudet al.*

(ATLAS Collaboration)

(Received 8 February 2018; revised manuscript received 29 March 2018; published 18 May 2018) A search for the narrow structure, Xð5568Þ, reported by the D0 Collaboration in the decay sequence X → B0sπ, B0s → J=ψϕ, is presented. The analysis is based on a data sample recorded with the ATLAS detector at the LHC corresponding to 4.9 fb−1 of pp collisions at 7 TeV and 19.5 fb−1 at 8 TeV. No significant signal was found. Upper limits on the number of signal events, with properties corresponding to those reported by D0, and on the X production rate relative to B0s mesons, ρX, were determined at 95% confidence level. The results are NðXÞ < 382 and ρX< 0.015 for B0s mesons with transverse momenta above 10 GeV, and NðXÞ < 356 and ρX< 0.016 for transverse momenta above 15 GeV. Limits are also set for potential B0sπresonances in the mass range 5550 to 5700 MeV.

DOI:10.1103/PhysRevLett.120.202007

The D0 Collaboration reported evidence of a narrow structure, Xð5568Þ, in the decay X → B0sπ with B0s→

J=ψϕ in proton-antiproton collisions at a center-of-mass energy ofpffiffiffis¼ 1.96 TeV at the Tevatron collider[1]. The structure was interpreted as a tetraquark with four different quark flavors: b, s, u, and d. The mass and natural width of this state were fitted to be m ¼ 5567.8  2.9ðstatÞþ0.9−1.9ðsystÞ

andΓ ¼ 21.9  6.4ðstatÞþ5.0−2.5ðsystÞ MeV, respectively, and the signal significance is5.1σ. The ratio ρX of the yield of Xð5568Þ to the yield of the B0s meson for a transverse

momentum range 10 < pTðB0sÞ < 30 GeV was measured to be 0.086  0.019ðstatÞ  0.014ðsystÞ. The result initi-ated a discussion of the nature of the new state and prospects for observation of other tetraquark hadrons

[2–6]. Recently, the D0 Collaboration reported further evidence for the resonance Xð5568Þ [7] in the decay sequence X → B0sπ, B0s → μ∓νDs, Ds → ϕπ, which

is consistent with their previous measurement [1]. However, searches for Xð5568Þ in decays to B0sπ, B0s→

J=ψϕ performed by the LHCb [8] and CMS [9]

Collaborations in proton-proton (pp) collisions at the LHC and by the CDF Collaboration [10] at the Tevatron, revealed no signal. The upper limits ρX < 0.024 [LHCb, pTðB0sÞ > 10 GeV], ρX < 0.011 [CMS,

pTðB0sÞ > 10 GeV] and ρX < 0.010 [CMS, pTðB0sÞ >

15 GeV] at 95% confidence level (C.L.) were determined

within the acceptances of the LHCb and CMS experiments. CDF set an upper limitρX < 0.067 at 95% C.L. within a kinematic range similar to that of D0[1].

In this Letter, a search for the Xð5568Þ state by the ATLAS experiment at the LHC is presented (B0s refers to

both the B0s and ¯B0s mesons). The B0s mesons are

recon-structed in their decays to J=ψðμþμ−ÞϕðKþK−Þ. The analysis is based on a combined sample of pp collision data at pffiffiffis¼ 7 and 8 TeV corresponding to integrated luminosities of 4.9 and19.5 fb−1, respectively. The ATLAS detector[11]covers nearly the entire solid angle around the collision point with layers of tracking detectors, calorim-eters, and muon chambers. The muon and tracking systems are of particular importance in the reconstruction of B mesons. The inner tracking detector (ID) consists of a silicon pixel detector, a silicon microstrip detector and a transition radiation tracker. The muon spectrometer (MS) surrounds the calorimeters and consists of three large superconducting toroids with eight coils each, a system of tracking chambers, and detectors for triggering. To study the detector response, to estimate backgrounds, and to model systematic effects, 12 × 106 Monte Carlo (MC) simulated B0s→ J=ψϕ and 1 × 106 B0sπ events were

generated usingPythia 8.183[12,13]tuned with ATLAS data [14]. Multiple overlaid proton-proton collisions (pileup) were simulated with Pythia soft QCD processes. The detector response was simulated using the ATLAS simu-lation framework [15] based on GEANT4 [16]. The MC

events were weighted to reproduce the same pileup and trigger conditions as in the data. As in the D0 analysis[1], the B0sπ resonance was generated using the Breit-Wigner

(BW) parametrization appropriate for an S-wave two-body decay near threshold:

*Full author list given at the end of the Letter.

Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article’s title, journal citation, and DOI. Funded by SCOAP3.

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FBW(mðB0sπÞ; mX; ΓX)

¼ mðB0sπÞmXΓ(mðB0sπÞ; ΓX)

(m2

X− m2ðB0sπÞ)2þ m2XΓ2(mðB0sπÞ; ΓX)

; ð1Þ

where mðB0sπÞ is the invariant mass of the B0sπ

candidate and mX and ΓX are the mass and the natural

width of the resonance. The mass-dependent width is Γ(mðB0

sπÞ; ΓX) ¼ ΓX×ðq1=q0Þ, where q1 and q0 are

the magnitudes of the three-vector momenta of the B0s

meson in the rest frame of the B0sπsystem at the invariant

masses equal to mðB0sπÞ and mX, respectively. The mass

and the width were set to mX¼ 5567.8 MeV and

ΓX ¼ 21.9 MeV, as reported in Ref.[1]. The events were

selected by the dimuon triggers[17]based on identification of a J=ψ → μþμ− decay, with pT thresholds of either 4 or

6 GeV, with both symmetric, (4, 4) or (6, 6) GeV, and asymmetric, (4,6) GeV, combinations. In addition, each event must contain at least one reconstructed primary vertex (PV), formed from at least six ID tracks. The selection of J=ψ and ϕ → KþK− candidates is identical to the one described in detail in Ref.[18]. Candidates for B0s → J=ψϕ decays are selected by fitting the tracks for

each combination of J=ψ → μþμ− and ϕ → KþK− to a common vertex. The fit is further constrained by fixing the invariant mass of the two muon tracks to the J=ψ mass[19]. A quadruplet of tracks is accepted for further analysis if the vertex fit has aχ2=d:o:f: < 3. For each B0smeson candidate

the proper decay time t is extracted using the method described in Ref.[18]. Events with t > 0.2 ps are selected to reduce the background from the events with a J=ψ produced directly in the pp collision. If there is more than one accepted B0s candidate in the event, the candidate with

the lowest χ2=d:o:f: of the vertex fit is selected. For the selected events the average number of proton-proton interactions per bunch crossing is 21, necessitating a choice of the best candidate for the PV at which the B0s meson is

produced. The variable used is the three-dimensional impact parameter d0, which is calculated as the distance

between the line extrapolated from the reconstructed B0s

meson vertex in the direction of the B0s momentum, and

each PV candidate. The chosen PV is the one with the smallest d0. Using MC simulation it was shown that the

fraction of B0s candidates that are assigned the wrong PV is

less than 1%[18]and that the corresponding effect on the results is negligible. Finally, a requirement that the B0s

transverse momentum is greater than 10 GeV is applied. Figure 1 shows the reconstructed J=ψKþK− mass distri-bution and the result of an extended unbinned maximum-likelihood fit in the range (5150–5650) MeV, in which the signal is modeled by a sum of two Gaussian distributions and an exponential function is used to model the combi-natorial background. The observed signal width is con-sistent with MC simulation. The fitted B0s mass is

mfitðB0sÞ ¼ 5366.60.1 ðstatÞMeV, in agreement with the

world average value5366.890.19 MeV[19]. For further investigation, only candidates with a reconstructed mass in the signal region 5346.6–5386.6 MeV are included, which gives NðB0sÞ ¼ 52750  280 ðstatÞ candidates.

The B0sπcandidates are constructed by combining each

of the tracks forming the selected PV with the selected B0s

candidate. Tracks that were already used to reconstruct the B0s candidate and tracks identified as leptons (e or μ) are

excluded, as well as tracks with transverse momentum pT < 500 MeV. This pTselection was chosen to maximize

the ratio of the B0sπ signal to the background, based on

MC simulation. Assigning the pion mass hypothesis to the tracks that pass these selection criteria, the mass mðB0sπÞ

is calculated as mðJ=ψKKπÞ − mðJ=ψKKÞ þ mfitðB0sÞ,

where mfitðB0sÞ ¼ 5366.6 MeV. On average there are 1.8

B0sπcandidates in each selected event and all are retained

for the analysis. A systematic study has shown that the effect on the results due to multiple candidates is negligible. The mass distribution of B0sπ candidates is fitted using

an extended unbinned maximum-likelihood method. The probability density function (PDF) for the background component is defined as a threshold function:

Fbck(mðB0sπÞ) ¼  mðB0sπÞ − mthr n a × expX 4 i¼1 pi  mðB0sπÞ − mthr n i ; ð2Þ where mthr ¼ mfitðB0sÞ þ mπ and n, a, and pi are free

parameters of the fit. The background PDF was tested using ) [MeV] -K + K ψ J/ ( m 5200 5300 5400 5500 5600 Events / 5 MeV 0 1000 2000 3000 4000 5000 6000 7000 8000 9000 Data Signal (S) Background (B) Fit(S+B) ATLAS -1 =7 TeV, 4.9 fb s -1 =8 TeV, 19.5 fb s

FIG. 1. The invariant mass distribution for B0s→ J=ψϕ candi-dates satisfying the selection criteria. Data are shown as points and results of fits to signal (dashed), background (dotted), and the total fit (solid) are shown as lines. The two outer (red) shaded bands and the central (green) shaded band represent the mass sidebands and the signal region of B0s meson candidates, respectively.

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events with no real B0sπ candidates from two categories.

The first background sample contains data events where B0sπ candidates are formed using “fake” B0s mesons

from the mass sidebands, shown in Fig. 1 by red shaded bands, defined as5150 < mðJ=ψKþK−Þ < 5210 MeV and 5510 < mðJ=ψKþKÞ < 5650 MeV. The second

back-ground sample is modeled using MC events containing only B0s mesons not originating from the B0sπ signal, tuned

to reproduce the B0s transverse momentum distribution in

data. In these events the B0smeson is combined with each of

the tracks originating from the selected PV. The first sample is normalized to the fitted number of B0s background events

in the B0smass signal region 5346.6–5386.6 MeV, while the

second sample is normalized to the fitted number of B0s

signal events in the same region. The sum of these two distributions is consistent with the distribution of the data. The function in Eq. (2) describes both background distri-butions as well as their sum within uncertainties. The signal PDF Fsig(mðB0sπÞ) is defined as a convolution of an

S-wave Breit-Wigner PDF, defined in Eq.(1), and the detector resolution represented by a Gaussian function with a width that is calculated individually for each B0sπ candidate from

the tracking and vertexing error matrices. Using MC and data samples, it has been verified that the per candidate mass resolutions are the same for the B0sπ signal and for the

background events passing the selection criteria. The average resolution for the B0sπ signal, with the mass and width

corresponding to those of the structure reported by the D0 Collaboration (mX ¼ 5567.8 MeV and ΓX¼ 21.9 MeV), is

3.2 MeV. The full probability function used is F(mðB0sπÞ) ¼ NðXÞFsig(mðB0sπÞ)

þ ½Ncan− NðXÞFbck(mðB0sπÞ); ð3Þ

where NðXÞ is the number of signal events and Ncan is the

number of all selected B0sπ candidates. The signal mass

and width are fixed to the central values reported by the D0 Collaboration. Following other experiments, fits are

performed for two subsets of B0sπ candidates, first with

pTðB0sÞ > 10 GeV and second with pTðB0sÞ > 15 GeV.

The results of the fits are shown in Fig.2and summarized in Table I. No significant Xð5568Þ signal is observed. Additional selections such as cuts on the angle between the momenta of the B0s andπcandidates were investigated

and did not produce evidence of a signal. These were found to introduce peaking background so are not included in the analysis. The yields NðXÞ and NðB0sÞ obtained from the fits

are used to evaluate the X production rate relative to B0s,

within the ATLAS acceptance, using the formula ρX≡ σðpp → X þ anythingÞ × BðX → B0 sπÞ σðpp → B0 sþ anythingÞ ¼ NðXÞ NðB0sÞ × 1 ϵrelðXÞ; ð4Þ

whereσ represents the production cross section for each of the particles, within the ATLAS acceptance, and the relative efficiencyϵrelðXÞ ¼ ϵðXÞ=ϵðB0sÞ is the selection efficiency for the state X, decaying to B0sπ, relative to that for the B0s

meson and accounts for the reconstruction and selection

FIG. 2. Results of the fit to the B0sπmass distribution for candidates with pTðB0sÞ > 10 GeV (left) and pTðB0sÞ > 15 GeV (right). The bottom panels show the difference between each data point and the fit divided by the statistical uncertainty of that point.

TABLE I. Yields of B0s and Xð5568Þ candidates obtained from the fits to the B0s and B0sπ candidate mass distributions, with statistical uncertainties. The values given for NðB0sÞ are those inside the B0s signal window. The reported values for Xð5568Þ are obtained from the fits with signal mass and width parameters fixed to those reported by the D0 Collaboration. The relative efficiencies ϵrelðXÞ and their uncertainties are described in the text.

NðB0sÞ=103 pTðB0sÞ > 10 GeV 52.75  0.28 pTðB0sÞ > 15 GeV 43.46  0.24 NðXÞ pTðB0sÞ > 10 GeV 60  140 pTðB0sÞ > 15 GeV −30  150 ϵrelðXÞ p TðB0sÞ > 10 GeV 0.53  0.09 pTðB0sÞ > 15 GeV 0.60  0.10

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efficiency of the companion pion, including the soft pion acceptance.

The relative efficiency, ϵrelðXÞ, was determined using

MC simulation of events containing X → B0sπ and B0s

decays. In the ratio, the acceptance of the B0s decay

cancels, so the value to be determined is the pion reconstruction efficiency for B0sπ events in which the

B0s meson satisfies acceptance, reconstruction, and

selec-tion criteria. Based on MC events,ϵrelðXÞ is determined as

a function of pTðB0sÞ and of mðB0sπÞ. Using an MC-based

function, the acceptance is determined individually for each B0sπ candidate, based on its measured values of

pTðB0sÞ and mðB0sπÞ. The acceptance ratio, ϵrelðXÞ, is

calculated as an average over the events included in the mðB0sπÞ interval within which the search for a resonance

is performed. The width of this interval is defined by a BW function convolved with the mass resolution function, with the start and end points of the range chosen to include 99% of the signal events. The uncertainty of ϵrelðXÞ is

calculated by varying the fitted parameters of the MC-based function used to describe the acceptance as a function of pTðB0sÞ within their uncertainties. Small

variations of this function due to the pseudorapidity of the B0swere investigated and are included in the systematic

uncertainties. The error also includes the uncertainty in the number of data events used in the average and the statistical uncertainty in the pTðB0sÞ distribution of these

events. The error in the pion reconstruction efficiency, arising from uncertainties in the amount of ID material, is found to have a negligible effect onρX.

As no significant signal is observed, corresponding to the properties of the Xð5568Þ as reported by Ref. [1], upper limits are determined for the number of B0sπsignal events,

NðXÞ, and for the relative production rate, ρX. These are

calculated using the asymptotic approximation from the profile likelihood formalism [20] based on the CLs fre-quentist method[21]. To establish the limit on the number of B0sπ signal events, the PDF models for signal and

background, defined respectively by Eqs. (1)and(2), are used as inputs to the CLs method. Without systematic

uncertainties, the extracted upper limits at 95% C.L. are NðXÞ < 264 for pTðB0sÞ > 10 GeV and NðXÞ < 213 for

pTðB0sÞ > 15 GeV. Systematic uncertainties affecting

these limits are included in the determination of NðXÞ. To obtain results that can be compared to the state Xð5568Þ reported by the D0 Collaboration, systematic uncertainties are assigned by varying the values of mX and ΓX

inde-pendently within Gaussian constraints, with uncertainties equal to those quoted in Ref.[1]. The default model of the X resonance, which is assumed to be spinless, is changed to a BW P-wave resonance. To include the systematic uncertainty due to the modeling of the background, the default PDF of Eq. (2) is replaced by a seventh-order Chebyshev polynomial, allowing more free parameters in

the fit. For the detector resolution, the default per-candidate mass resolution model is replaced by the sum of three Gaussian functions with a common mean. The parameters used are determined from the B0sπ MC sample. Using

these alternative models, upper limits that include systematic uncertainties are extracted, leading to values NðXÞ < 382 for pTðB0sÞ > 10 GeV and NðXÞ < 356 for

pTðB0sÞ > 15 GeV. To extract the upper limits on ρX

additional systematic uncertainties are included. The cal-culation ofρX also depends on the precision of extracting the number of B0s signal events and the relative efficiency

ϵrelðXÞ. To include these uncertainties, the central values

and the uncertainties of the number of B0ssignal events and

ϵrelðXÞ are used to construct Gaussian constraints, which

are included as additional inputs to the CLs method. Both the statistical and systematic uncertainties are included after being summed in quadrature. For the B0s signal, the default

fit model of two Gaussian functions is changed to a triple Gaussian function and the change in the result is taken as a systematic uncertainty. The uncertainty due to the proper decay time requirement t > 0.2 ps was estimated by varying it within the time resolution and found to be negligible. The resulting upper limits at 95% C.L. areρX < 0.015 for pTðB0sÞ > 10 GeV and ρX < 0.016 for pTðB0sÞ > 15 GeV.

A hypothesis test is performed for the presence of a B0sπ

peak for every 5 MeV step in its mass from 5550 to 5700 MeV, assuming a resonant state as described by Eq.(1), with a BW width of 21.9 MeV[1]and pTðB0sÞ >

10 GeV. For each B0

sπ mass tested,ϵrelðXÞ is calculated

using the same method as for Xð5568Þ. The values of ϵrelðXÞ vary from 0.50 to 0.55 in the search interval. The

upper limit ofρXat 95% C.L. is determined for each tested

FIG. 3. Upper limits on ρX at 95% C.L. (black squares connected by line) at different masses of a hypothetical resonant state X decaying to B0sπ, for events with pTðB0sÞ > 10 GeV. A BW width of 21.9  6.4ðstatÞþ5.0−2.5ðsystÞ MeV is assumed, as reported by D0. The values include systematic uncertainties. The expected 95% C.L. upper limits (central black dot-dashed line) with1σ (green) and 2σ (yellow) uncertainty bands on ρX are shown as a function of the assumed resonance mass.

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mass. The same systematic uncertainties as in the deter-mination ofρXfor the state Xð5568Þ are included, with the exception of the Xð5568Þ mass uncertainty. The median expected upper limit at 95% C.L. as a function of the B0sπ

mass is also determined with 1σ and 2σ error bands. The results are shown in Fig.3.

In conclusion, a search for a new state Xð5568Þ decaying to B0sπ, with properties as reported by the D0

Collaboration, was performed by the ATLAS experiment at the LHC, using4.9 fb−1of pp collision data at 7 TeVand 19.5 fb−1at 8 TeV. No significant signal was found. Within

the acceptance in which this analysis is performed, upper limits on the number of signal events, NðXÞ, and on the X production rate relative to B0s mesons, were determined at

95% C.L., resulting in NðXÞ < 382 and ρX < 0.015 for

pTðB0sÞ > 10 GeV, and NðXÞ < 356 and ρX < 0.016 for

pTðB0sÞ > 15 GeV. Limits are also set for potential B0sπ

resonances in the mass range from 5550 to 5700 MeV. Across the full range, the upper limit set onρXat 95% C.L. varies between 0.010 and 0.018, and does not exceed the 1σ error band from the expected limit.

We thank CERN for the very successful operation of the LHC, as well as the support staff from our institutions without whom ATLAS could not be operated efficiently. We acknowledge the support of ANPCyT, Argentina; YerPhI, Armenia; ARC, Australia; BMWFW and FWF, Austria; ANAS, Azerbaijan; SSTC, Belarus; CNPq and FAPESP, Brazil; NSERC, NRC and CFI, Canada; CERN; CONICYT, Chile; CAS, MOST and NSFC, China; COLCIENCIAS, Colombia; MSMT CR, MPO CR and VSC CR, Czech Republic; DNRF and DNSRC, Denmark; IN2P3-CNRS, CEA-DRF/IRFU, France; SRNSFG, Georgia; BMBF, HGF, and MPG, Germany; GSRT, Greece; RGC, Hong Kong SAR, China; ISF, I-CORE and Benoziyo Center, Israel; INFN, Italy; MEXT and JSPS, Japan; CNRST, Morocco; NWO, Netherlands; RCN, Norway; MNiSW and NCN, Poland; FCT, Portugal; MNE/IFA, Romania; MES of Russia and NRC KI, Russian Federation; JINR; MESTD, Serbia; MSSR, Slovakia; ARRS and MIZŠ, Slovenia; DST/NRF, South Africa; MINECO, Spain; SRC and Wallenberg Foundation, Sweden; SERI, SNSF and Cantons of Bern and Geneva, Switzerland; MOST, Taiwan; TAEK, Turkey; STFC, United Kingdom; DOE and NSF, USA. In addition, individual groups and members have received support from BCKDF, the Canada Council, CANARIE, CRC, Compute Canada, FQRNT, and the Ontario Innovation Trust, Canada; EPLANET, ERC, ERDF, FP7, Horizon 2020 and Marie Skłodowska-Curie Actions, European Union; Investissements d’Avenir Labex and Idex, ANR, R´egion Auvergne and Fondation Partager le Savoir, France; DFG and AvH Foundation, Germany; Herakleitos, Thales and Aristeia programmes co-financed by EU-ESF and the Greek NSRF; BSF, GIF and Minerva, Israel; BRF, Norway;

CERCA Programme Generalitat de Catalunya, Generalitat Valenciana, Spain; the Royal Society and Leverhulme Trust, United Kingdom. The crucial computing support from all WLCG partners is acknowledged gratefully, in particular from CERN, the ATLAS Tier-1 facilities at TRIUMF (Canada), NDGF (Denmark, Norway, Sweden), CC-IN2P3 (France), KIT/GridKA (Germany), INFN-CNAF (Italy), NL-T1 (Netherlands), PIC (Spain), ASGC (Taiwan), RAL (UK) and BNL (USA), the Tier-2 facilities worldwide and large non-WLCG resource pro-viders. Major contributors of computing resources are listed in Ref.[22].

[1] D0 Collaboration, Evidence for a B0sπ State,Phys. Rev.

Lett.117, 022003 (2016).

[2] W. Wang and R. Zhu, Can Xð5568Þ be a tetraquark state? Chin. Phys. C40, 093101 (2016).

[3] W. Chen, H. X. Chen, X. Liu, T. G. Steele, and S. L. Zhu, Decoding the Xð5568Þ as a Fully Open-Flavor su ¯b ¯d Tetraquark State, Phys. Rev. Lett.117, 022002 (2016). [4] Y.-R. Liu, X. Liu, and S.-L. Zhu, Xð5568Þ and its partner

states,Phys. Rev. D93, 074023 (2016).

[5] Z.-G. Wang, Analysis of the strong decay Xð5568Þ → B0sπþ with QCD sum rules,Eur. Phys. J. C76, 279 (2016). [6] F. Stancu, Xð5568Þ as a su ¯d ¯b tetraquark in a simple quark

model,J. Phys. G 43, 105001 (2016).

[7] D0 Collaboration, Study of the Xð5568Þ state with semi-leptonic decays of the B0s meson, arXiv:1712.10176. [8] LHCb Collaboration, Search for Structure in the B0sπ

Invari-ant Mass Spectrum,Phys. Rev. Lett.117, 152003 (2016). [9] CMS Collaboration, this issue, Search for the Xð5568Þ state

decayingffiffiffi into B0sπ in proton–proton collisions at s

p ¼ 8 TeV,

Phys. Rev. Lett.120, 202005 (2018). [10] CDF Collaboration, preceding Letter, A Search for the

exotic meson Xð5568Þ with the Collider Detector at Fermi-lab,Phys. Rev. Lett.120, 202006 (2018).

[11] ATLAS Collaboration, The ATLAS Experiment at the CERN Large Hadron Collider,J. Instrum.3, S08003 (2008). [12] T. Sjöstrand, S. Mrenna, and P. Z. Skands, PYTHIA 6.4 physics and manual,J. High Energy Phys. 05 (2006) 026. [13] T. Sjöstrand, S. Mrenna, and P. Z. Skands, A brief intro-duction to PYTHIA 8.1,Comput. Phys. Commun.178, 852 (2008).

[14] ATLAS Collaboration, ATLAS tunes of Pythia 6 and Pythia 8 for MC11, ATL-PHYS-PUB-2011-009, 2011, https://cds.cern.ch/record/1363300.

[15] ATLAS Collaboration, The ATLAS simulation infrastruc-ture,Eur. Phys. J. C70, 823 (2010).

[16] S. Agostinelli et al., GEANT4: a simulation toolkit,Nucl. Instrum. Methods Phys. Res., Sect. A506, 250 (2003). [17] ATLAS Collaboration, Performance of the ATLAS muon

trigger in pp collisions atpffiffiffis¼ 8 TeV,Eur. Phys. J. C75, 120 (2015).

[18] ATLAS Collaboration, Measurement of the CP-violating phase ϕs and the B0s meson decay width difference with B0s → J=ψϕ decays in ATLAS, J. High Energy Phys. 08

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[19] C. Patrignani (Particle Data Group), Review of particle physics,Chin. Phys. C40, 100001 (2016).

[20] G. Cowan, K. Cranmer, E. Gross, and O. Vitells, Asymp-totic formulae for likelihood-based tests of new physics, Eur. Phys. J. C71, 1554 (2011); Erratum,Eur. Phys. J. C73, 2501 (2013).

[21] A. L. Read, Presentation of search results: the CLS tech-nique,J. Phys. G 28, 2693 (2002).

[22] ATLAS Collaboration, ATLAS Computing Acknowledge-ments, Report No. ATL-GEN-PUB-2016-002, https://cds .cern.ch/record/2202407.

M. Aaboud,137dG. Aad,88B. Abbott,115O. Abdinov,12,aB. Abeloos,119S. H. Abidi,161O. S. AbouZeid,139N. L. Abraham,151 H. Abramowicz,155H. Abreu,154Y. Abulaiti,148a,148bB. S. Acharya,167a,167b,bS. Adachi,157L. Adamczyk,41aJ. Adelman,110

M. Adersberger,102 T. Adye,133 A. A. Affolder,139 Y. Afik,154C. Agheorghiesei,28c J. A. Aguilar-Saavedra,128a,128f S. P. Ahlen,24F. Ahmadov,68,c G. Aielli,135a,135bS. Akatsuka,71H. Akerstedt,148a,148bT. P. A. Åkesson,84E. Akilli,52

A. V. Akimov,98G. L. Alberghi,22a,22b J. Albert,172P. Albicocco,50M. J. Alconada Verzini,74S. Alderweireldt,108 M. Aleksa,32I. N. Aleksandrov,68C. Alexa,28bG. Alexander,155T. Alexopoulos,10M. Alhroob,115B. Ali,130M. Aliev,76a,76b

G. Alimonti,94a J. Alison,33S. P. Alkire,38B. M. M. Allbrooke,151B. W. Allen,118P. P. Allport,19A. Aloisio,106a,106b A. Alonso,39F. Alonso,74C. Alpigiani,140A. A. Alshehri,56M. I. Alstaty,88B. Alvarez Gonzalez,32D. Álvarez Piqueras,170 M. G. Alviggi,106a,106bB. T. Amadio,16Y. Amaral Coutinho,26aC. Amelung,25D. Amidei,92S. P. Amor Dos Santos,128a,128c

S. Amoroso,32C. Anastopoulos,141L. S. Ancu,52N. Andari,19T. Andeen,11C. F. Anders,60bJ. K. Anders,18 K. J. Anderson,33A. Andreazza,94a,94bV. Andrei,60aS. Angelidakis,37I. Angelozzi,109A. Angerami,38A. V. Anisenkov,111,d

N. Anjos,13A. Annovi,126a C. Antel,60a M. Antonelli,50A. Antonov,100,a D. J. Antrim,166F. Anulli,134aM. Aoki,69 L. Aperio Bella,32G. Arabidze,93Y. Arai,69J. P. Araque,128a V. Araujo Ferraz,26a A. T. H. Arce,48R. E. Ardell,80 F. A. Arduh,74J-F. Arguin,97S. Argyropoulos,66M. Arik,20aA. J. Armbruster,32L. J. Armitage,79O. Arnaez,161H. Arnold,51 M. Arratia,30O. Arslan,23A. Artamonov,99,aG. Artoni,122S. Artz,86S. Asai,157N. Asbah,45A. Ashkenazi,155L. Asquith,151 K. Assamagan,27R. Astalos,146aM. Atkinson,169N. B. Atlay,143K. Augsten,130G. Avolio,32B. Axen,16M. K. Ayoub,35a

G. Azuelos,97,eA. E. Baas,60a M. J. Baca,19H. Bachacou,138K. Bachas,76a,76bM. Backes,122 P. Bagnaia,134a,134b M. Bahmani,42H. Bahrasemani,144 J. T. Baines,133M. Bajic,39 O. K. Baker,179 P. J. Bakker,109D. Bakshi Gupta,82

E. M. Baldin,111,dP. Balek,175 F. Balli,138W. K. Balunas,124E. Banas,42A. Bandyopadhyay,23Sw. Banerjee,176,f A. A. E. Bannoura,177L. Barak,155 E. L. Barberio,91D. Barberis,53a,53bM. Barbero,88T. Barillari,103M-S Barisits,65 J. T. Barkeloo,118T. Barklow,145N. Barlow,30S. L. Barnes,36bB. M. Barnett,133R. M. Barnett,16Z. Barnovska-Blenessy,36c

A. Baroncelli,136aG. Barone,25A. J. Barr,122 L. Barranco Navarro,170 F. Barreiro,85 J. Barreiro Guimarães da Costa,35a R. Bartoldus,145A. E. Barton,75P. Bartos,146aA. Basalaev,125A. Bassalat,119,gR. L. Bates,56S. J. Batista,161J. R. Batley,30 M. Battaglia,139M. Bauce,134a,134bF. Bauer,138K. T. Bauer,166H. S. Bawa,145,hJ. B. Beacham,113M. D. Beattie,75T. Beau,83 P. H. Beauchemin,165 P. Bechtle,23H. P. Beck,18,iH. C. Beck,58K. Becker,122M. Becker,86C. Becot,112 A. J. Beddall,20e A. Beddall,20bV. A. Bednyakov,68M. Bedognetti,109C. P. Bee,150T. A. Beermann,32M. Begalli,26aM. Begel,27J. K. Behr,45

A. S. Bell,81G. Bella,155L. Bellagamba,22a A. Bellerive,31M. Bellomo,154 K. Belotskiy,100 O. Beltramello,32 N. L. Belyaev,100O. Benary,155,a D. Benchekroun,137aM. Bender,102N. Benekos,10Y. Benhammou,155

E. Benhar Noccioli,179J. Benitez,66D. P. Benjamin,48M. Benoit,52J. R. Bensinger,25 S. Bentvelsen,109L. Beresford,122 M. Beretta,50D. Berge,109E. Bergeaas Kuutmann,168 N. Berger,5 L. J. Bergsten,25J. Beringer,16 S. Berlendis,57 N. R. Bernard,89G. Bernardi,83C. Bernius,145F. U. Bernlochner,23T. Berry,80P. Berta,86C. Bertella,35aG. Bertoli,148a,148b I. A. Bertram,75C. Bertsche,45G. J. Besjes,39O. Bessidskaia Bylund,148a,148bM. Bessner,45N. Besson,138A. Bethani,87

S. Bethke,103 A. Betti,23 A. J. Bevan,79J. Beyer,103R. M. Bianchi,127 O. Biebel,102 D. Biedermann,17R. Bielski,87 K. Bierwagen,86N. V. Biesuz,126a,126bM. Biglietti,136aT. R. V. Billoud,97H. Bilokon,50M. Bindi,58A. Bingul,20b C. Bini,134a,134bS. Biondi,22a,22b T. Bisanz,58C. Bittrich,47D. M. Bjergaard,48J. E. Black,145K. M. Black,24R. E. Blair,6

T. Blazek,146aI. Bloch,45C. Blocker,25A. Blue,56U. Blumenschein,79Dr. Blunier,34a G. J. Bobbink,109 V. S. Bobrovnikov,111,dS. S. Bocchetta,84 A. Bocci,48C. Bock,102M. Boehler,51D. Boerner,177D. Bogavac,102

A. G. Bogdanchikov,111C. Bohm,148a V. Boisvert,80P. Bokan,168,jT. Bold,41a A. S. Boldyrev,101 A. E. Bolz,60b M. Bomben,83M. Bona,79J. S. Bonilla,118M. Boonekamp,138A. Borisov,132G. Borissov,75J. Bortfeldt,32D. Bortoletto,122

V. Bortolotto,62a D. Boscherini,22a M. Bosman,13J. D. Bossio Sola,29J. Boudreau,127E. V. Bouhova-Thacker,75 D. Boumediene,37C. Bourdarios,119S. K. Boutle,56A. Boveia,113J. Boyd,32I. R. Boyko,68A. J. Bozson,80J. Bracinik,19

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A. Brandt,8 G. Brandt,177 O. Brandt,60a F. Braren,45U. Bratzler,158B. Brau,89 J. E. Brau,118W. D. Breaden Madden,56 K. Brendlinger,45A. J. Brennan,91L. Brenner,109R. Brenner,168S. Bressler,175D. L. Briglin,19T. M. Bristow,49D. Britton,56

D. Britzger,60b I. Brock,23 R. Brock,93G. Brooijmans,38T. Brooks,80W. K. Brooks,34bE. Brost,110J. H Broughton,19 P. A. Bruckman de Renstrom,42D. Bruncko,146b A. Bruni,22a G. Bruni,22a L. S. Bruni,109S. Bruno,135a,135bBH Brunt,30 M. Bruschi,22a N. Bruscino,127 P. Bryant,33 L. Bryngemark,45 T. Buanes,15Q. Buat,144P. Buchholz,143 A. G. Buckley,56 I. A. Budagov,68F. Buehrer,51M. K. Bugge,121O. Bulekov,100D. Bullock,8T. J. Burch,110S. Burdin,77C. D. Burgard,109 A. M. Burger,5 B. Burghgrave,110K. Burka,42S. Burke,133 I. Burmeister,46J. T. P. Burr,122D. Büscher,51 V. Büscher,86 E. Buschmann,58P. Bussey,56J. M. Butler,24C. M. Buttar,56J. M. Butterworth,81P. Butti,32W. Buttinger,27A. Buzatu,153 A. R. Buzykaev,111,dS. Cabrera Urbán,170D. Caforio,130H. Cai,169V. M. M. Cairo,2O. Cakir,4aN. Calace,52P. Calafiura,16 A. Calandri,88G. Calderini,83P. Calfayan,64G. Callea,40a,40bL. P. Caloba,26aS. Calvente Lopez,85D. Calvet,37S. Calvet,37

T. P. Calvet,88R. Camacho Toro,33 S. Camarda,32P. Camarri,135a,135bD. Cameron,121R. Caminal Armadans,169 C. Camincher,57S. Campana,32M. Campanelli,81A. Camplani,94a,94bA. Campoverde,143V. Canale,106a,106bM. Cano Bret,36b

J. Cantero,116 T. Cao,155M. D. M. Capeans Garrido,32 I. Caprini,28bM. Caprini,28b M. Capua,40a,40bR. M. Carbone,38 R. Cardarelli,135aF. Cardillo,51I. Carli,131T. Carli,32G. Carlino,106a B. T. Carlson,127 L. Carminati,94a,94b R. M. D. Carney,148a,148bS. Caron,108E. Carquin,34bS. Carrá,94a,94bG. D. Carrillo-Montoya,32D. Casadei,19 M. P. Casado,13,kA. F. Casha,161M. Casolino,13D. W. Casper,166R. Castelijn,109V. Castillo Gimenez,170N. F. Castro,128a

A. Catinaccio,32J. R. Catmore,121 A. Cattai,32J. Caudron,23V. Cavaliere,169E. Cavallaro,13D. Cavalli,94a M. Cavalli-Sforza,13V. Cavasinni,126a,126bE. Celebi,20d F. Ceradini,136a,136bL. Cerda Alberich,170 A. S. Cerqueira,26b A. Cerri,151L. Cerrito,135a,135bF. Cerutti,16A. Cervelli,22a,22bS. A. Cetin,20dA. Chafaq,137aD. Chakraborty,110S. K. Chan,59

W. S. Chan,109Y. L. Chan,62aP. Chang,169J. D. Chapman,30D. G. Charlton,19C. C. Chau,31C. A. Chavez Barajas,151 S. Che,113S. Cheatham,167a,167c A. Chegwidden,93S. Chekanov,6 S. V. Chekulaev,163aG. A. Chelkov,68,l M. A. Chelstowska,32C. Chen,36cC. Chen,67 H. Chen,27J. Chen,36c J. Chen,38S. Chen,35bS. Chen,157 X. Chen,35c,m Y. Chen,70H. C. Cheng,92H. J. Cheng,35a,35dA. Cheplakov,68E. Cheremushkina,132R. Cherkaoui El Moursli,137eE. Cheu,7 K. Cheung,63L. Chevalier,138V. Chiarella,50G. Chiarelli,126aG. Chiodini,76aA. S. Chisholm,32A. Chitan,28bY. H. Chiu,172

M. V. Chizhov,68K. Choi,64A. R. Chomont,37S. Chouridou,156Y. S. Chow,62a V. Christodoulou,81M. C. Chu,62a J. Chudoba,129A. J. Chuinard,90J. J. Chwastowski,42L. Chytka,117A. K. Ciftci,4aD. Cinca,46V. Cindro,78I. A. Cioară,23 A. Ciocio,16F. Cirotto,106a,106bZ. H. Citron,175 M. Citterio,94a M. Ciubancan,28b A. Clark,52M. R. Clark,38 P. J. Clark,49 R. N. Clarke,16C. Clement,148a,148bY. Coadou,88M. Cobal,167a,167cA. Coccaro,52J. Cochran,67L. Colasurdo,108B. Cole,38 A. P. Colijn,109J. Collot,57P. Conde Muiño,128a,128bE. Coniavitis,51S. H. Connell,147bI. A. Connelly,87S. Constantinescu,28b

G. Conti,32 F. Conventi,106a,nA. M. Cooper-Sarkar,122F. Cormier,171 K. J. R. Cormier,161 M. Corradi,134a,134b E. E. Corrigan,84F. Corriveau,90,o A. Cortes-Gonzalez,32M. J. Costa,170 D. Costanzo,141 G. Cottin,30 G. Cowan,80

B. E. Cox,87K. Cranmer,112 S. J. Crawley,56 R. A. Creager,124 G. Cree,31S. Cr´ep´e-Renaudin,57F. Crescioli,83 W. A. Cribbs,148a,148bM. Cristinziani,23V. Croft,112G. Crosetti,40a,40bA. Cueto,85 T. Cuhadar Donszelmann,141 A. R. Cukierman,145 J. Cummings,179M. Curatolo,50J. Cúth,86S. Czekierda,42P. Czodrowski,32G. D’amen,22a,22b S. D’Auria,56L. D’eramo,83M. D’Onofrio,77M. J. Da Cunha Sargedas De Sousa,128a,128bC. Da Via,87W. Dabrowski,41a T. Dado,146aS. Dahbi,137eT. Dai,92O. Dale,15F. Dallaire,97C. Dallapiccola,89M. Dam,39J. R. Dandoy,124M. F. Daneri,29 N. P. Dang,176,fN. S. Dann,87M. Danninger,171M. Dano Hoffmann,138V. Dao,150G. Darbo,53aS. Darmora,8J. Dassoulas,3

A. Dattagupta,118T. Daubney,45W. Davey,23C. David,45 T. Davidek,131 D. R. Davis,48P. Davison,81 E. Dawe,91 I. Dawson,141 K. De,8 R. de Asmundis,106aA. De Benedetti,115S. De Castro,22a,22bS. De Cecco,83N. De Groot,108 P. de Jong,109H. De la Torre,93F. De Lorenzi,67A. De Maria,58D. De Pedis,134aA. De Salvo,134aU. De Sanctis,135a,135b A. De Santo,151K. De Vasconcelos Corga,88J. B. De Vivie De Regie,119R. Debbe,27C. Debenedetti,139D. V. Dedovich,68

N. Dehghanian,3 I. Deigaard,109 M. Del Gaudio,40a,40b J. Del Peso,85D. Delgove,119F. Deliot,138C. M. Delitzsch,7 A. Dell’Acqua,32L. Dell’Asta,24M. Della Pietra,106a,106bD. della Volpe,52M. Delmastro,5C. Delporte,119P. A. Delsart,57

D. A. DeMarco,161S. Demers,179 M. Demichev,68A. Demilly,83S. P. Denisov,132D. Denysiuk,138D. Derendarz,42 J. E. Derkaoui,137dF. Derue,83P. Dervan,77K. Desch,23C. Deterre,45 K. Dette,161M. R. Devesa,29 P. O. Deviveiros,32

A. Dewhurst,133 S. Dhaliwal,25F. A. Di Bello,52A. Di Ciaccio,135a,135b L. Di Ciaccio,5 W. K. Di Clemente,124 C. Di Donato,106a,106bA. Di Girolamo,32B. Di Girolamo,32B. Di Micco,136a,136bR. Di Nardo,32K. F. Di Petrillo,59 A. Di Simone,51R. Di Sipio,161D. Di Valentino,31C. Diaconu,88M. Diamond,161F. A. Dias,39M. A. Diaz,34aJ. Dickinson,16

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F. Djama,88T. Djobava,54bJ. I. Djuvsland,60aM. A. B. do Vale,26cM. Dobre,28bD. Dodsworth,25C. Doglioni,84J. Dolejsi,131 Z. Dolezal,131 M. Donadelli,26d S. Donati,126a,126bJ. Donini,37J. Dopke,133 A. Doria,106aM. T. Dova,74A. T. Doyle,56 E. Drechsler,58M. Dris,10Y. Du,36aJ. Duarte-Campderros,155F. Dubinin,98A. Dubreuil,52E. Duchovni,175G. Duckeck,102

A. Ducourthial,83O. A. Ducu,97,pD. Duda,109A. Dudarev,32 A. Chr. Dudder,86E. M. Duffield,16L. Duflot,119 M. Dührssen,32C. Dulsen,177 M. Dumancic,175A. E. Dumitriu,28b,qA. K. Duncan,56M. Dunford,60a A. Duperrin,88 H. Duran Yildiz,4aM. Düren,55A. Durglishvili,54bD. Duschinger,47B. Dutta,45D. Duvnjak,1M. Dyndal,45B. S. Dziedzic,42

C. Eckardt,45 K. M. Ecker,103R. C. Edgar,92 T. Eifert,32G. Eigen,15K. Einsweiler,16T. Ekelof,168 M. El Kacimi,137c R. El Kosseifi,88V. Ellajosyula,88 M. Ellert,168 S. Elles,5F. Ellinghaus,177A. A. Elliot,172N. Ellis,32J. Elmsheuser,27

M. Elsing,32D. Emeliyanov,133 Y. Enari,157 J. S. Ennis,173 M. B. Epland,48J. Erdmann,46 A. Ereditato,18M. Ernst,27 S. Errede,169M. Escalier,119C. Escobar,170B. Esposito,50O. Estrada Pastor,170A. I. Etienvre,138E. Etzion,155H. Evans,64 A. Ezhilov,125M. Ezzi,137eF. Fabbri,22a,22bL. Fabbri,22a,22bV. Fabiani,108G. Facini,81R. M. Fakhrutdinov,132S. Falciano,134a

R. J. Falla,81J. Faltova,32 Y. Fang,35a M. Fanti,94a,94b A. Farbin,8 A. Farilla,136a E. M. Farina,123a,123bT. Farooque,93 S. Farrell,16S. M. Farrington,173P. Farthouat,32F. Fassi,137eP. Fassnacht,32D. Fassouliotis,9M. Faucci Giannelli,49 A. Favareto,53a,53bW. J. Fawcett,122L. Fayard,119 O. L. Fedin,125,rW. Fedorko,171 S. Feigl,121L. Feligioni,88C. Feng,36a

E. J. Feng,32 M. Feng,48M. J. Fenton,56A. B. Fenyuk,132 L. Feremenga,8P. Fernandez Martinez,170 J. Ferrando,45 A. Ferrari,168P. Ferrari,109 R. Ferrari,123a D. E. Ferreira de Lima,60bA. Ferrer,170 D. Ferrere,52C. Ferretti,92F. Fiedler,86 A. Filipčič,78

M. Filipuzzi,45F. Filthaut,108M. Fincke-Keeler,172K. D. Finelli,24M. C. N. Fiolhais,128a,128c,sL. Fiorini,170 C. Fischer,13J. Fischer,177 W. C. Fisher,93N. Flaschel,45I. Fleck,143 P. Fleischmann,92R. R. M. Fletcher,124 T. Flick,177

B. M. Flierl,102L. R. Flores Castillo,62a N. Fomin,15G. T. Forcolin,87A. Formica,138 F. A. Förster,13A. Forti,87 A. G. Foster,19D. Fournier,119 H. Fox,75S. Fracchia,141 P. Francavilla,126a,126bM. Franchini,22a,22bS. Franchino,60a D. Francis,32L. Franconi,121M. Franklin,59M. Frate,166M. Fraternali,123a,123bD. Freeborn,81S. M. Fressard-Batraneanu,32 B. Freund,97W. S. Freund,26aD. Froidevaux,32J. A. Frost,122C. Fukunaga,158T. Fusayasu,104J. Fuster,170O. Gabizon,154

A. Gabrielli,22a,22bA. Gabrielli,16G. P. Gach,41aS. Gadatsch,32 S. Gadomski,80G. Gagliardi,53a,53b L. G. Gagnon,97 C. Galea,108 B. Galhardo,128a,128cE. J. Gallas,122B. J. Gallop,133 P. Gallus,130G. Galster,39K. K. Gan,113 S. Ganguly,175

Y. Gao,77Y. S. Gao,145,h F. M. Garay Walls,34a C. García,170J. E. García Navarro,170J. A. García Pascual,35a M. Garcia-Sciveres,16R. W. Gardner,33N. Garelli,145 V. Garonne,121 K. Gasnikova,45C. Gatti,50A. Gaudiello,53a,53b G. Gaudio,123aI. L. Gavrilenko,98C. Gay,171G. Gaycken,23 E. N. Gazis,10C. N. P. Gee,133J. Geisen,58M. Geisen,86 M. P. Geisler,60a K. Gellerstedt,148a,148bC. Gemme,53a M. H. Genest,57C. Geng,92S. Gentile,134a,134bC. Gentsos,156

S. George,80D. Gerbaudo,13 G. Geßner,46S. Ghasemi,143 M. Ghneimat,23B. Giacobbe,22a S. Giagu,134a,134b N. Giangiacomi,22a,22b P. Giannetti,126aS. M. Gibson,80M. Gignac,171 M. Gilchriese,16D. Gillberg,31G. Gilles,177 D. M. Gingrich,3,eM. P. Giordani,167a,167cF. M. Giorgi,22aP. F. Giraud,138P. Giromini,59G. Giugliarelli,167a,167cD. Giugni,94a

F. Giuli,122 M. Giulini,60bB. K. Gjelsten,121 S. Gkaitatzis,156I. Gkialas,9,tE. L. Gkougkousis,13 P. Gkountoumis,10 L. K. Gladilin,101C. Glasman,85J. Glatzer,13P. C. F. Glaysher,45 A. Glazov,45M. Goblirsch-Kolb,25J. Godlewski,42

S. Goldfarb,91T. Golling,52D. Golubkov,132A. Gomes,128a,128b,128d R. Gonçalo,128aR. Goncalves Gama,26a J. Goncalves Pinto Firmino Da Costa,138G. Gonella,51L. Gonella,19A. Gongadze,68F. Gonnella,19J. L. Gonski,59

S. González de la Hoz,170 S. Gonzalez-Sevilla,52L. Goossens,32P. A. Gorbounov,99H. A. Gordon,27B. Gorini,32 E. Gorini,76a,76b A. Gorišek,78 A. T. Goshaw,48C. Gössling,46M. I. Gostkin,68C. A. Gottardo,23C. R. Goudet,119 D. Goujdami,137cA. G. Goussiou,140N. Govender,147b,uC. Goy,5 E. Gozani,154I. Grabowska-Bold,41a P. O. J. Gradin,168 E. C. Graham,77J. Gramling,166E. Gramstad,121S. Grancagnolo,17V. Gratchev,125P. M. Gravila,28fC. Gray,56H. M. Gray,16 Z. D. Greenwood,82,vC. Grefe,23K. Gregersen,81I. M. Gregor,45P. Grenier,145K. Grevtsov,5J. Griffiths,8A. A. Grillo,139 K. Grimm,75S. Grinstein,13,w Ph. Gris,37J.-F. Grivaz,119 S. Groh,86E. Gross,175 J. Grosse-Knetter,58 G. C. Grossi,82 Z. J. Grout,81A. Grummer,107L. Guan,92W. Guan,176J. Guenther,32F. Guescini,163aD. Guest,166O. Gueta,155R. Gugel,51

B. Gui,113E. Guido,53a,53b T. Guillemin,5 S. Guindon,32U. Gul,56C. Gumpert,32J. Guo,36b W. Guo,92 Y. Guo,36c,x R. Gupta,43 S. Gurbuz,20a G. Gustavino,115B. J. Gutelman,154 P. Gutierrez,115N. G. Gutierrez Ortiz,81C. Gutschow,81 C. Guyot,138M. P. Guzik,41aC. Gwenlan,122C. B. Gwilliam,77A. Haas,112C. Haber,16H. K. Hadavand,8 N. Haddad,137e A. Hadef,88S. Hageböck,23M. Hagihara,164H. Hakobyan,180,aM. Haleem,45J. Haley,116G. Halladjian,93G. D. Hallewell,88 K. Hamacher,177P. Hamal,117K. Hamano,172A. Hamilton,147a G. N. Hamity,141P. G. Hamnett,45K. Han,36c,yL. Han,36c S. Han,35a,35dK. Hanagaki,69,z M. Hance,139 D. M. Handl,102 B. Haney,124 R. Hankache,83P. Hanke,60a J. B. Hansen,39 J. D. Hansen,39M. C. Hansen,23P. H. Hansen,39K. Hara,164 A. S. Hard,176 T. Harenberg,177F. Hariri,119S. Harkusha,95

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P. F. Harrison,173N. M. Hartmann,102Y. Hasegawa,142A. Hasib,49S. Hassani,138S. Haug,18R. Hauser,93L. Hauswald,47 L. B. Havener,38M. Havranek,130C. M. Hawkes,19R. J. Hawkings,32 D. Hayden,93C. P. Hays,122J. M. Hays,79 H. S. Hayward,77S. J. Haywood,133T. Heck,86V. Hedberg,84L. Heelan,8 S. Heer,23K. K. Heidegger,51S. Heim,45

T. Heim,16 B. Heinemann,45,aaJ. J. Heinrich,102 L. Heinrich,112C. Heinz,55 J. Hejbal,129 L. Helary,32A. Held,171 S. Hellman,148a,148bC. Helsens,32R. C. W. Henderson,75Y. Heng,176 S. Henkelmann,171 A. M. Henriques Correia,32

S. Henrot-Versille,119G. H. Herbert,17H. Herde,25 V. Herget,178 Y. Hernández Jim´enez,147c H. Herr,86G. Herten,51 R. Hertenberger,102 L. Hervas,32T. C. Herwig,124 G. G. Hesketh,81N. P. Hessey,163aJ. W. Hetherly,43S. Higashino,69 E. Higón-Rodriguez,170 K. Hildebrand,33E. Hill,172J. C. Hill,30K. H. Hiller,45S. J. Hillier,19M. Hils,47I. Hinchliffe,16

M. Hirose,51D. Hirschbuehl,177 B. Hiti,78 O. Hladik,129D. R. Hlaluku,147cX. Hoad,49J. Hobbs,150N. Hod,163a M. C. Hodgkinson,141P. Hodgson,141A. Hoecker,32M. R. Hoeferkamp,107F. Hoenig,102D. Hohn,23T. R. Holmes,33

M. Holzbock,102M. Homann,46S. Honda,164T. Honda,69T. M. Hong,127 B. H. Hooberman,169 W. H. Hopkins,118 Y. Horii,105 A. J. Horton,144J-Y. Hostachy,57A. Hostiuc,140 S. Hou,153A. Hoummada,137aJ. Howarth,87 J. Hoya,74 M. Hrabovsky,117J. Hrdinka,32I. Hristova,17J. Hrivnac,119T. Hryn’ova,5A. Hrynevich,96P. J. Hsu,63S.-C. Hsu,140Q. Hu,27

S. Hu,36bY. Huang,35a Z. Hubacek,130F. Hubaut,88F. Huegging,23T. B. Huffman,122E. W. Hughes,38 M. Huhtinen,32 R. F. H. Hunter,31P. Huo,150A. M. Hupe,31N. Huseynov,68,cJ. Huston,93J. Huth,59R. Hyneman,92G. Iacobucci,52

G. Iakovidis,27I. Ibragimov,143L. Iconomidou-Fayard,119Z. Idrissi,137eP. Iengo,32O. Igonkina,109,bb T. Iizawa,174 Y. Ikegami,69M. Ikeno,69Y. Ilchenko,11,ccD. Iliadis,156 N. Ilic,145 F. Iltzsche,47G. Introzzi,123a,123b P. Ioannou,9,a M. Iodice,136aK. Iordanidou,38V. Ippolito,59M. F. Isacson,168N. Ishijima,120M. Ishino,157M. Ishitsuka,159C. Issever,122 S. Istin,20aF. Ito,164J. M. Iturbe Ponce,62aR. Iuppa,162a,162bH. Iwasaki,69J. M. Izen,44V. Izzo,106aS. Jabbar,3P. Jackson,1

R. M. Jacobs,23V. Jain,2G. Jakel,177K. B. Jakobi,86 K. Jakobs,51S. Jakobsen,65T. Jakoubek,129 D. O. Jamin,116 D. K. Jana,82R. Jansky,52J. Janssen,23M. Janus,58P. A. Janus,41aG. Jarlskog,84N. Javadov,68,c T. Javůrek,51 M. Javurkova,51F. Jeanneau,138L. Jeanty,16J. Jejelava,54a,ddA. Jelinskas,173P. Jenni,51,eeC. Jeske,173S. J´ez´equel,5H. Ji,176

J. Jia,150 H. Jiang,67Y. Jiang,36c Z. Jiang,145S. Jiggins,81 J. Jimenez Pena,170S. Jin,35b A. Jinaru,28bO. Jinnouchi,159 H. Jivan,147cP. Johansson,141K. A. Johns,7 C. A. Johnson,64 W. J. Johnson,140K. Jon-And,148a,148bR. W. L. Jones,75 S. D. Jones,151S. Jones,7T. J. Jones,77J. Jongmanns,60a P. M. Jorge,128a,128bJ. Jovicevic,163aX. Ju,176A. Juste Rozas,13,w A. Kaczmarska,42 M. Kado,119H. Kagan,113M. Kagan,145 S. J. Kahn,88T. Kaji,174 E. Kajomovitz,154C. W. Kalderon,84 A. Kaluza,86 S. Kama,43A. Kamenshchikov,132L. Kanjir,78 Y. Kano,157 V. A. Kantserov,100J. Kanzaki,69 B. Kaplan,112

L. S. Kaplan,176D. Kar,147cK. Karakostas,10 N. Karastathis,10M. J. Kareem,163bE. Karentzos,10S. N. Karpov,68 Z. M. Karpova,68V. Kartvelishvili,75A. N. Karyukhin,132K. Kasahara,164 L. Kashif,176 R. D. Kass,113 A. Kastanas,149

Y. Kataoka,157 C. Kato,157A. Katre,52J. Katzy,45K. Kawade,70K. Kawagoe,73 T. Kawamoto,157G. Kawamura,58 E. F. Kay,77V. F. Kazanin,111,d R. Keeler,172 R. Kehoe,43J. S. Keller,31E. Kellermann,84J. J. Kempster,80 J Kendrick,19

H. Keoshkerian,161 O. Kepka,129B. P. Kerševan,78S. Kersten,177 R. A. Keyes,90M. Khader,169 F. Khalil-zada,12 A. Khanov,116A. G. Kharlamov,111,dT. Kharlamova,111,dA. Khodinov,160T. J. Khoo,52V. Khovanskiy,99,aE. Khramov,68

J. Khubua,54b,ffS. Kido,70M. Kiehn,52C. R. Kilby,80H. Y. Kim,8 S. H. Kim,164Y. K. Kim,33N. Kimura,167a,167c O. M. Kind,17B. T. King,77D. Kirchmeier,47J. Kirk,133A. E. Kiryunin,103T. Kishimoto,157D. Kisielewska,41aV. Kitali,45

O. Kivernyk,5 E. Kladiva,146b T. Klapdor-Kleingrothaus,51 M. H. Klein,92M. Klein,77U. Klein,77K. Kleinknecht,86 P. Klimek,110 A. Klimentov,27R. Klingenberg,46,a T. Klingl,23 T. Klioutchnikova,32F. F. Klitzner,102E.-E. Kluge,60a P. Kluit,109S. Kluth,103E. Kneringer,65E. B. F. G. Knoops,88A. Knue,51A. Kobayashi,157D. Kobayashi,73T. Kobayashi,157 M. Kobel,47M. Kocian,145P. Kodys,131T. Koffas,31E. Koffeman,109N. M. Köhler,103T. Koi,145M. Kolb,60bI. Koletsou,5

T. Kondo,69N. Kondrashova,36b K. Köneke,51A. C. König,108 T. Kono,69,ggR. Konoplich,112,hhN. Konstantinidis,81 B. Konya,84R. Kopeliansky,64S. Koperny,41a K. Korcyl,42K. Kordas,156A. Korn,81I. Korolkov,13E. V. Korolkova,141

O. Kortner,103S. Kortner,103T. Kosek,131V. V. Kostyukhin,23A. Kotwal,48A. Koulouris,10

A. Kourkoumeli-Charalampidi,123a,123bC. Kourkoumelis,9 E. Kourlitis,141V. Kouskoura,27A. B. Kowalewska,42 R. Kowalewski,172T. Z. Kowalski,41aC. Kozakai,157W. Kozanecki,138 A. S. Kozhin,132 V. A. Kramarenko,101

G. Kramberger,78D. Krasnopevtsev,100 M. W. Krasny,83A. Krasznahorkay,32 D. Krauss,103 J. A. Kremer,41a J. Kretzschmar,77K. Kreutzfeldt,55P. Krieger,161 K. Krizka,16 K. Kroeninger,46H. Kroha,103 J. Kroll,129 J. Kroll,124 J. Kroseberg,23 J. Krstic,14U. Kruchonak,68H. Krüger,23N. Krumnack,67M. C. Kruse,48T. Kubota,91H. Kucuk,81 S. Kuday,4bJ. T. Kuechler,177S. Kuehn,32A. Kugel,60aF. Kuger,178T. Kuhl,45V. Kukhtin,68R. Kukla,88Y. Kulchitsky,95

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L. L. Kurchaninov,163aY. A. Kurochkin,95M. G. Kurth,35a,35d E. S. Kuwertz,172M. Kuze,159 J. Kvita,117T. Kwan,172 A. La Rosa,103J. L. La Rosa Navarro,26dL. La Rotonda,40a,40bF. La Ruffa,40a,40bC. Lacasta,170F. Lacava,134a,134bJ. Lacey,45

D. P. J. Lack,87 H. Lacker,17D. Lacour,83E. Ladygin,68 R. Lafaye,5 B. Laforge,83S. Lai,58S. Lammers,64W. Lampl,7 E. Lançon,27U. Landgraf,51M. P. J. Landon,79M. C. Lanfermann,52V. S. Lang,45J. C. Lange,13R. J. Langenberg,32 A. J. Lankford,166F. Lanni,27K. Lantzsch,23A. Lanza,123a A. Lapertosa,53a,53bS. Laplace,83J. F. Laporte,138T. Lari,94a

F. Lasagni Manghi,22a,22b M. Lassnig,32 T. S. Lau,62a P. Laurelli,50 A. T. Law,139 P. Laycock,77T. Lazovich,59 M. Lazzaroni,94a,94bB. Le,91 O. Le Dortz,83 E. Le Guirriec,88E. P. Le Quilleuc,138 M. LeBlanc,7 T. LeCompte,6 F. Ledroit-Guillon,57C. A. Lee,27G. R. Lee,34a S. C. Lee,153 L. Lee,59B. Lefebvre,90G. Lefebvre,83M. Lefebvre,172 F. Legger,102C. Leggett,16G. Lehmann Miotto,32X. Lei,7W. A. Leight,45M. A. L. Leite,26dR. Leitner,131D. Lellouch,175 B. Lemmer,58K. J. C. Leney,81T. Lenz,23B. Lenzi,32R. Leone,7S. Leone,126aC. Leonidopoulos,49G. Lerner,151C. Leroy,97 R. Les,161 A. A. J. Lesage,138C. G. Lester,30M. Levchenko,125 J. Levêque,5D. Levin,92L. J. Levinson,175M. Levy,19 D. Lewis,79B. Li,36c,xC.-Q. Li,36cH. Li,150L. Li,36bQ. Li,35a,35dQ. Li,36cS. Li,48X. Li,36bY. Li,143Z. Liang,35aB. Liberti,135a A. Liblong,161K. Lie,62cA. Limosani,152C. Y. Lin,30K. Lin,93S. C. Lin,182T. H. Lin,86R. A. Linck,64B. E. Lindquist,150 A. E. Lionti,52E. Lipeles,124A. Lipniacka,15M. Lisovyi,60bT. M. Liss,169,iiA. Lister,171A. M. Litke,139B. Liu,67H. Liu,92 H. Liu,27J. K. K. Liu,122J. B. Liu,36c K. Liu,88L. Liu,169M. Liu,36cY. L. Liu,36cY. Liu,36cM. Livan,123a,123bA. Lleres,57

J. Llorente Merino,35a S. L. Lloyd,79C. Y. Lo,62bF. Lo Sterzo,43E. M. Lobodzinska,45P. Loch,7 F. K. Loebinger,87 A. Loesle,51K. M. Loew,25T. Lohse,17K. Lohwasser,141M. Lokajicek,129B. A. Long,24J. D. Long,169 R. E. Long,75 L. Longo,76a,76bK. A. Looper,113J. A. Lopez,34bI. Lopez Paz,13 A. Lopez Solis,83J. Lorenz,102 N. Lorenzo Martinez,5 M. Losada,21P. J. Lösel,102X. Lou,35aA. Lounis,119J. Love,6P. A. Love,75H. Lu,62a N. Lu,92Y. J. Lu,63H. J. Lubatti,140 C. Luci,134a,134bA. Lucotte,57C. Luedtke,51F. Luehring,64W. Lukas,65L. Luminari,134aB. Lund-Jensen,149M. S. Lutz,89

P. M. Luzi,83D. Lynn,27R. Lysak,129 E. Lytken,84F. Lyu,35a V. Lyubushkin,68H. Ma,27L. L. Ma,36aY. Ma,36a G. Maccarrone,50A. Macchiolo,103 C. M. Macdonald,141B. Maček,78J. Machado Miguens,124,128b D. Madaffari,170

R. Madar,37W. F. Mader,47A. Madsen,45 N. Madysa,47J. Maeda,70S. Maeland,15 T. Maeno,27A. S. Maevskiy,101 V. Magerl,51C. Maiani,119 C. Maidantchik,26a T. Maier,102 A. Maio,128a,128b,128dO. Majersky,146a S. Majewski,118 Y. Makida,69N. Makovec,119 B. Malaescu,83Pa. Malecki,42V. P. Maleev,125 F. Malek,57U. Mallik,66D. Malon,6

C. Malone,30S. Maltezos,10 S. Malyukov,32J. Mamuzic,170 G. Mancini,50I. Mandić,78 J. Maneira,128a,128b L. Manhaes de Andrade Filho,26bJ. Manjarres Ramos,47K. H. Mankinen,84A. Mann,102A. Manousos,32B. Mansoulie,138 J. D. Mansour,35aR. Mantifel,90M. Mantoani,58S. Manzoni,94a,94bL. Mapelli,32G. Marceca,29L. March,52L. Marchese,122

G. Marchiori,83M. Marcisovsky,129C. A. Marin Tobon,32M. Marjanovic,37D. E. Marley,92F. Marroquim,26a S. P. Marsden,87Z. Marshall,16M. U. F Martensson,168S. Marti-Garcia,170C. B. Martin,113T. A. Martin,173V. J. Martin,49

B. Martin dit Latour,15 M. Martinez,13,wV. I. Martinez Outschoorn,169S. Martin-Haugh,133 V. S. Martoiu,28b A. C. Martyniuk,81A. Marzin,32L. Masetti,86 T. Mashimo,157 R. Mashinistov,98J. Masik,87A. L. Maslennikov,111,d L. H. Mason,91L. Massa,135a,135bP. Mastrandrea,5 A. Mastroberardino,40a,40bT. Masubuchi,157P. Mättig,177J. Maurer,28b

S. J. Maxfield,77D. A. Maximov,111,dR. Mazini,153 I. Maznas,156 S. M. Mazza,94a,94b N. C. Mc Fadden,107 G. Mc Goldrick,161 S. P. Mc Kee,92A. McCarn,92R. L. McCarthy,150T. G. McCarthy,103 L. I. McClymont,81 E. F. McDonald,91 J. A. Mcfayden,32 G. Mchedlidze,58S. J. McMahon,133 P. C. McNamara,91C. J. McNicol,173 R. A. McPherson,172,oZ. A. Meadows,89S. Meehan,140T. J. Megy,51S. Mehlhase,102A. Mehta,77T. Meideck,57K. Meier,60a

B. Meirose,44D. Melini,170,jj B. R. Mellado Garcia,147cJ. D. Mellenthin,58M. Melo,146aF. Meloni,18 A. Melzer,23 S. B. Menary,87L. Meng,77X. T. Meng,92A. Mengarelli,22a,22bS. Menke,103E. Meoni,40a,40bS. Mergelmeyer,17 C. Merlassino,18P. Mermod,52L. Merola,106a,106bC. Meroni,94aF. S. Merritt,33A. Messina,134a,134b J. Metcalfe,6 A. S. Mete,166C. Meyer,124J-P. Meyer,138J. Meyer,109H. Meyer Zu Theenhausen,60a F. Miano,151 R. P. Middleton,133

S. Miglioranzi,53a,53bL. Mijović,49 G. Mikenberg,175 M. Mikestikova,129M. Mikuž,78M. Milesi,91A. Milic,161 D. A. Millar,79D. W. Miller,33A. Milov,175D. A. Milstead,148a,148bA. A. Minaenko,132I. A. Minashvili,54bA. I. Mincer,112

B. Mindur,41a M. Mineev,68Y. Minegishi,157Y. Ming,176L. M. Mir,13A. Mirto,76a,76bK. P. Mistry,124 T. Mitani,174 J. Mitrevski,102V. A. Mitsou,170 A. Miucci,18P. S. Miyagawa,141A. Mizukami,69J. U. Mjörnmark,84T. Mkrtchyan,180 M. Mlynarikova,131T. Moa,148a,148bK. Mochizuki,97P. Mogg,51S. Mohapatra,38S. Molander,148a,148bR. Moles-Valls,23

M. C. Mondragon,93K. Mönig,45J. Monk,39E. Monnier,88A. Montalbano,150 J. Montejo Berlingen,32F. Monticelli,74 S. Monzani,94a R. W. Moore,3 N. Morange,119 D. Moreno,21M. Moreno Llácer,32P. Morettini,53a M. Morgenstern,109 S. Morgenstern,32D. Mori,144T. Mori,157M. Morii,59M. Morinaga,174V. Morisbak,121 A. K. Morley,32G. Mornacchi,32

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J. D. Morris,79L. Morvaj,150P. Moschovakos,10M. Mosidze,54bH. J. Moss,141J. Moss,145,kkK. Motohashi,159R. Mount,145 E. Mountricha,27 E. J. W. Moyse,89S. Muanza,88F. Mueller,103J. Mueller,127 R. S. P. Mueller,102D. Muenstermann,75 P. Mullen,56G. A. Mullier,18F. J. Munoz Sanchez,87W. J. Murray,173,133H. Musheghyan,32M. Muškinja,78C. Mwewa,147a A. G. Myagkov,132,llJ. Myers,118M. Myska,130B. P. Nachman,16O. Nackenhorst,46K. Nagai,122R. Nagai,69,ggK. Nagano,69 Y. Nagasaka,61K. Nagata,164M. Nagel,51 E. Nagy,88 A. M. Nairz,32Y. Nakahama,105 K. Nakamura,69T. Nakamura,157 I. Nakano,114R. F. Naranjo Garcia,45R. Narayan,11D. I. Narrias Villar,60a I. Naryshkin,125T. Naumann,45G. Navarro,21 R. Nayyar,7H. A. Neal,92P. Yu. Nechaeva,98T. J. Neep,138A. Negri,123a,123bM. Negrini,22aS. Nektarijevic,108C. Nellist,58

A. Nelson,166M. E. Nelson,122S. Nemecek,129P. Nemethy,112M. Nessi,32,mmM. S. Neubauer,169 M. Neumann,177 P. R. Newman,19T. Y. Ng,62cY. S. Ng,17T. Nguyen Manh,97 R. B. Nickerson,122R. Nicolaidou,138J. Nielsen,139 N. Nikiforou,11 V. Nikolaenko,132,ll I. Nikolic-Audit,83K. Nikolopoulos,19P. Nilsson,27Y. Ninomiya,69A. Nisati,134a N. Nishu,36bR. Nisius,103I. Nitsche,46T. Nitta,174T. Nobe,157Y. Noguchi,71M. Nomachi,120I. Nomidis,31M. A. Nomura,27

T. Nooney,79M. Nordberg,32N. Norjoharuddeen,122 O. Novgorodova,47R. Novotny,130 M. Nozaki,69L. Nozka,117 K. Ntekas,166E. Nurse,81F. Nuti,91K. O’Connor,25D. C. O’Neil,144 A. A. O’Rourke,45V. O’Shea,56F. G. Oakham,31,e H. Oberlack,103T. Obermann,23J. Ocariz,83A. Ochi,70I. Ochoa,38J. P. Ochoa-Ricoux,34a S. Oda,73S. Odaka,69A. Oh,87

S. H. Oh,48 C. C. Ohm,149 H. Ohman,168 H. Oide,53a,53bH. Okawa,164Y. Okumura,157T. Okuyama,69A. Olariu,28b L. F. Oleiro Seabra,128aS. A. Olivares Pino,34aD. Oliveira Damazio,27J. L. Oliver,1 M. J. R. Olsson,33A. Olszewski,42

J. Olszowska,42 A. Onofre,128a,128e K. Onogi,105 P. U. E. Onyisi,11,cc H. Oppen,121 M. J. Oreglia,33 Y. Oren,155 D. Orestano,136a,136bE. C. Orgill,87N. Orlando,62bR. S. Orr,161B. Osculati,53a,53b,a R. Ospanov,36c G. Otero y Garzon,29 H. Otono,73M. Ouchrif,137dF. Ould-Saada,121A. Ouraou,138K. P. Oussoren,109Q. Ouyang,35aM. Owen,56R. E. Owen,19

V. E. Ozcan,20a N. Ozturk,8 K. Pachal,144A. Pacheco Pages,13 L. Pacheco Rodriguez,138C. Padilla Aranda,13 S. Pagan Griso,16M. Paganini,179F. Paige,27 G. Palacino,64S. Palazzo,40a,40bS. Palestini,32M. Palka,41b D. Pallin,37 E. St. Panagiotopoulou,10I. Panagoulias,10C. E. Pandini,52J. G. Panduro Vazquez,80P. Pani,32S. Panitkin,27D. Pantea,28b

L. Paolozzi,52Th. D. Papadopoulou,10K. Papageorgiou,9,tA. Paramonov,6 D. Paredes Hernandez,62b A. J. Parker,75 M. A. Parker,30 K. A. Parker,45 F. Parodi,53a,53bJ. A. Parsons,38U. Parzefall,51V. R. Pascuzzi,161 J. M. Pasner,139 E. Pasqualucci,134aS. Passaggio,53aFr. Pastore,80S. Pataraia,86J. R. Pater,87T. Pauly,32B. Pearson,103S. Pedraza Lopez,170

R. Pedro,128a,128bS. V. Peleganchuk,111,dO. Penc,129 C. Peng,35a,35dH. Peng,36c J. Penwell,64B. S. Peralva,26b M. M. Perego,138 D. V. Perepelitsa,27F. Peri,17L. Perini,94a,94bH. Pernegger,32S. Perrella,106a,106bR. Peschke,45 V. D. Peshekhonov,68,aK. Peters,45R. F. Y. Peters,87B. A. Petersen,32T. C. Petersen,39E. Petit,57A. Petridis,1C. Petridou,156

P. Petroff,119 E. Petrolo,134aM. Petrov,122 F. Petrucci,136a,136bN. E. Pettersson,89 A. Peyaud,138 R. Pezoa,34bT. Pham,91 F. H. Phillips,93P. W. Phillips,133 G. Piacquadio,150 E. Pianori,173A. Picazio,89 M. A. Pickering,122R. Piegaia,29 J. E. Pilcher,33A. D. Pilkington,87M. Pinamonti,135a,135bJ. L. Pinfold,3H. Pirumov,45M. Pitt,175M.-A. Pleier,27V. Pleskot,86 E. Plotnikova,68D. Pluth,67P. Podberezko,111R. Poettgen,84R. Poggi,123a,123bL. Poggioli,119I. Pogrebnyak,93D. Pohl,23

I. Pokharel,58G. Polesello,123aA. Poley,45A. Policicchio,40a,40bR. Polifka,32A. Polini,22a C. S. Pollard,45 V. Polychronakos,27K. Pomm`es,32D. Ponomarenko,100L. Pontecorvo,134aG. A. Popeneciu,28dD. M. Portillo Quintero,83 S. Pospisil,130K. Potamianos,45I. N. Potrap,68C. J. Potter,30H. Potti,11T. Poulsen,84J. Poveda,32M. E. Pozo Astigarraga,32 P. Pralavorio,88S. Prell,67D. Price,87M. Primavera,76aS. Prince,90N. Proklova,100K. Prokofiev,62c F. Prokoshin,34b

S. Protopopescu,27J. Proudfoot,6M. Przybycien,41a A. Puri,169 P. Puzo,119 J. Qian,92 Y. Qin,87A. Quadt,58 M. Queitsch-Maitland,45D. Quilty,56S. Raddum,121V. Radeka,27V. Radescu,122S. K. Radhakrishnan,150P. Radloff,118 P. Rados,91F. Ragusa,94a,94bG. Rahal,181 J. A. Raine,87S. Rajagopalan,27T. Rashid,119 S. Raspopov,5 M. G. Ratti,94a,94b D. M. Rauch,45F. Rauscher,102S. Rave,86I. Ravinovich,175J. H. Rawling,87M. Raymond,32A. L. Read,121N. P. Readioff,57

M. Reale,76a,76bD. M. Rebuzzi,123a,123bA. Redelbach,178 G. Redlinger,27R. Reece,139 R. G. Reed,147cK. Reeves,44 L. Rehnisch,17J. Reichert,124A. Reiss,86C. Rembser,32H. Ren,35a,35dM. Rescigno,134aS. Resconi,94aE. D. Resseguie,124 S. Rettie,171E. Reynolds,19O. L. Rezanova,111,dP. Reznicek,131R. Rezvani,97R. Richter,103S. Richter,81E. Richter-Was,41b O. Ricken,23M. Ridel,83P. Rieck,103C. J. Riegel,177J. Rieger,58 O. Rifki,115 M. Rijssenbeek,150 A. Rimoldi,123a,123b M. Rimoldi,18L. Rinaldi,22aG. Ripellino,149B. Ristić,32E. Ritsch,32I. Riu,13J. C. Rivera Vergara,34a F. Rizatdinova,116 E. Rizvi,79C. Rizzi,13R. T. Roberts,87S. H. Robertson,90,oA. Robichaud-Veronneau,90D. Robinson,30J. E. M. Robinson,45

A. Robson,56 E. Rocco,86 C. Roda,126a,126b Y. Rodina,88,nn S. Rodriguez Bosca,170A. Rodriguez Perez,13 D. Rodriguez Rodriguez,170A. M. Rodríguez Vera,163bS. Roe,32C. S. Rogan,59O. Røhne,121J. Roloff,59A. Romaniouk,100

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K. Rosbach,51P. Rose,139 N.-A. Rosien,58E. Rossi,106a,106bL. P. Rossi,53a J. H. N. Rosten,30R. Rosten,140M. Rotaru,28b J. Rothberg,140 D. Rousseau,119 D. Roy,147c A. Rozanov,88Y. Rozen,154X. Ruan,147cF. Rubbo,145F. Rühr,51

A. Ruiz-Martinez,31Z. Rurikova,51 N. A. Rusakovich,68H. L. Russell,90 J. P. Rutherfoord,7 N. Ruthmann,32 E. M. Rüttinger,45Y. F. Ryabov,125M. Rybar,169G. Rybkin,119S. Ryu,6A. Ryzhov,132G. F. Rzehorz,58A. F. Saavedra,152

G. Sabato,109 S. Sacerdoti,29 H. F-W. Sadrozinski,139R. Sadykov,68F. Safai Tehrani,134aP. Saha,110 M. Sahinsoy,60a M. Saimpert,45M. Saito,157T. Saito,157 H. Sakamoto,157Y. Sakurai,174 G. Salamanna,136a,136bJ. E. Salazar Loyola,34b

D. Salek,109P. H. Sales De Bruin,168 D. Salihagic,103 A. Salnikov,145J. Salt,170D. Salvatore,40a,40b F. Salvatore,151 A. Salvucci,62a,62b,62cA. Salzburger,32D. Sammel,51D. Sampsonidis,156D. Sampsonidou,156J. Sánchez,170 A. Sanchez Pineda,167a,167cH. Sandaker,121 R. L. Sandbach,79C. O. Sander,45M. Sandhoff,177 C. Sandoval,21 D. P. C. Sankey,133 M. Sannino,53a,53b Y. Sano,105A. Sansoni,50C. Santoni,37H. Santos,128aI. Santoyo Castillo,151

A. Sapronov,68 J. G. Saraiva,128a,128dO. Sasaki,69 K. Sato,164E. Sauvan,5 G. Savage,80P. Savard,161,e N. Savic,103 R. Sawada,157 C. Sawyer,133 L. Sawyer,82,v C. Sbarra,22a A. Sbrizzi,22a,22b T. Scanlon,81D. A. Scannicchio,166 J. Schaarschmidt,140 P. Schacht,103 B. M. Schachtner,102 D. Schaefer,33L. Schaefer,124J. Schaeffer,86S. Schaepe,32 U. Schäfer,86A. C. Schaffer,119D. Schaile,102R. D. Schamberger,150V. A. Schegelsky,125D. Scheirich,131F. Schenck,17

M. Schernau,166 C. Schiavi,53a,53bS. Schier,139L. K. Schildgen,23C. Schillo,51E. J. Schioppa,32M. Schioppa,40a,40b S. Schlenker,32K. R. Schmidt-Sommerfeld,103K. Schmieden,32C. Schmitt,86 S. Schmitt,45S. Schmitz,86U. Schnoor,51 L. Schoeffel,138A. Schoening,60bB. D. Schoenrock,93E. Schopf,23M. Schott,86J. F. P. Schouwenberg,108J. Schovancova,32 S. Schramm,52N. Schuh,86A. Schulte,86M. J. Schultens,23H.-C. Schultz-Coulon,60aM. Schumacher,51B. A. Schumm,139

Ph. Schune,138A. Schwartzman,145 T. A. Schwarz,92H. Schweiger,87Ph. Schwemling,138 R. Schwienhorst,93 J. Schwindling,138 A. Sciandra,23G. Sciolla,25M. Scornajenghi,40a,40b F. Scuri,126a F. Scutti,91J. Searcy,92 P. Seema,23 S. C. Seidel,107A. Seiden,139J. M. Seixas,26a G. Sekhniaidze,106aK. Sekhon,92S. J. Sekula,43N. Semprini-Cesari,22a,22b

S. Senkin,37C. Serfon,121 L. Serin,119 L. Serkin,167a,167bM. Sessa,136a,136bR. Seuster,172 H. Severini,115T. Šfiligoj,78 F. Sforza,165A. Sfyrla,52E. Shabalina,58 N. W. Shaikh,148a,148bL. Y. Shan,35aR. Shang,169 J. T. Shank,24M. Shapiro,16

P. B. Shatalov,99K. Shaw,167a,167b S. M. Shaw,87A. Shcherbakova,148a,148bC. Y. Shehu,151 Y. Shen,115N. Sherafati,31 A. D. Sherman,24P. Sherwood,81L. Shi,153,oo S. Shimizu,70 C. O. Shimmin,179M. Shimojima,104 I. P. J. Shipsey,122

S. Shirabe,73M. Shiyakova,68,pp J. Shlomi,175 A. Shmeleva,98D. Shoaleh Saadi,97 M. J. Shochet,33S. Shojaii,91 D. R. Shope,115S. Shrestha,113 E. Shulga,100M. A. Shupe,7 P. Sicho,129A. M. Sickles,169P. E. Sidebo,149 E. Sideras Haddad,147cO. Sidiropoulou,178A. Sidoti,22a,22b F. Siegert,47Dj. Sijacki,14J. Silva,128a,128dM. Silva Jr.,176

S. B. Silverstein,148aV. Simak,130L. Simic,68S. Simion,119 E. Simioni,86B. Simmons,81M. Simon,86P. Sinervo,161 N. B. Sinev,118M. Sioli,22a,22bG. Siragusa,178I. Siral,92S. Yu. Sivoklokov,101J. Sjölin,148a,148bM. B. Skinner,75P. Skubic,115

M. Slater,19T. Slavicek,130M. Slawinska,42K. Sliwa,165R. Slovak,131V. Smakhtin,175B. H. Smart,5J. Smiesko,146a N. Smirnov,100 S. Yu. Smirnov,100Y. Smirnov,100L. N. Smirnova,101,qq O. Smirnova,84J. W. Smith,58M. N. K. Smith,38 R. W. Smith,38M. Smizanska,75K. Smolek,130A. A. Snesarev,98I. M. Snyder,118S. Snyder,27R. Sobie,172,oF. Socher,47

A. M. Soffa,166A. Soffer,155A. Søgaard,49D. A. Soh,153 G. Sokhrannyi,78C. A. Solans Sanchez,32M. Solar,130 E. Yu. Soldatov,100U. Soldevila,170A. A. Solodkov,132A. Soloshenko,68O. V. Solovyanov,132V. Solovyev,125P. Sommer,141 H. Son,165W. Song,133A. Sopczak,130D. Sosa,60bC. L. Sotiropoulou,126a,126bS. Sottocornola,123a,123bR. Soualah,167a,167c A. M. Soukharev,111,dD. South,45B. C. Sowden,80S. Spagnolo,76a,76b M. Spalla,126a,126bM. Spangenberg,173F. Spanò,80 D. Sperlich,17F. Spettel,103T. M. Spieker,60a R. Spighi,22a G. Spigo,32L. A. Spiller,91M. Spousta,131R. D. St. Denis,56,a A. Stabile,94a,94bR. Stamen,60aS. Stamm,17E. Stanecka,42R. W. Stanek,6C. Stanescu,136aM. M. Stanitzki,45B. S. Stapf,109 S. Stapnes,121 E. A. Starchenko,132G. H. Stark,33J. Stark,57S. H Stark,39P. Staroba,129P. Starovoitov,60a S. Stärz,32

R. Staszewski,42M. Stegler,45 P. Steinberg,27 B. Stelzer,144H. J. Stelzer,32 O. Stelzer-Chilton,163aH. Stenzel,55 T. J. Stevenson,79G. A. Stewart,56M. C. Stockton,118M. Stoebe,90G. Stoicea,28bP. Stolte,58S. Stonjek,103A. R. Stradling,8 A. Straessner,47M. E. Stramaglia,18J. Strandberg,149S. Strandberg,148a,148bM. Strauss,115P. Strizenec,146bR. Ströhmer,178 D. M. Strom,118R. Stroynowski,43A. Strubig,49S. A. Stucci,27B. Stugu,15N. A. Styles,45D. Su,145J. Su,127S. Suchek,60a Y. Sugaya,120M. Suk,130V. V. Sulin,98DMS Sultan,52 S. Sultansoy,4c T. Sumida,71S. Sun,92X. Sun,3 K. Suruliz,151 C. J. E. Suster,152M. R. Sutton,151S. Suzuki,69M. Svatos,129M. Swiatlowski,33S. P. Swift,2A. Sydorenko,86I. Sykora,146a T. Sykora,131D. Ta,51K. Tackmann,45J. Taenzer,155A. Taffard,166R. Tafirout,163aE. Tahirovic,79N. Taiblum,155H. Takai,27 R. Takashima,72E. H. Takasugi,103K. Takeda,70T. Takeshita,142Y. Takubo,69M. Talby,88A. A. Talyshev,111,dJ. Tanaka,157

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G. F. Tartarelli,94a P. Tas,131M. Tasevsky,129T. Tashiro,71 E. Tassi,40a,40b A. Tavares Delgado,128a,128bY. Tayalati,137e A. C. Taylor,107 A. J. Taylor,49 G. N. Taylor,91P. T. E. Taylor,91W. Taylor,163b P. Teixeira-Dias,80 D. Temple,144 H. Ten Kate,32 P. K. Teng,153 J. J. Teoh,120 F. Tepel,177 S. Terada,69K. Terashi,157 J. Terron,85 S. Terzo,13M. Testa,50

R. J. Teuscher,161,o S. J. Thais,179T. Theveneaux-Pelzer,88F. Thiele,39 J. P. Thomas,19 J. Thomas-Wilsker,80 P. D. Thompson,19A. S. Thompson,56L. A. Thomsen,179 E. Thomson,124Y. Tian,38R. E. Ticse Torres,58 V. O. Tikhomirov,98,rrYu. A. Tikhonov,111,d S. Timoshenko,100 P. Tipton,179 S. Tisserant,88K. Todome,159 S. Todorova-Nova,5 S. Todt,47J. Tojo,73S. Tokár,146aK. Tokushuku,69 E. Tolley,113L. Tomlinson,87M. Tomoto,105 L. Tompkins,145,ss K. Toms,107B. Tong,59P. Tornambe,51 E. Torrence,118 H. Torres,47E. Torró Pastor,140J. Toth,88,tt

F. Touchard,88D. R. Tovey,141 C. J. Treado,112 T. Trefzger,178F. Tresoldi,151 A. Tricoli,27I. M. Trigger,163a S. Trincaz-Duvoid,83 M. F. Tripiana,13W. Trischuk,161 B. Trocm´e,57 A. Trofymov,45C. Troncon,94a M. Trovatelli,172

L. Truong,147b M. Trzebinski,42A. Trzupek,42 K. W. Tsang,62a J. C-L. Tseng,122 P. V. Tsiareshka,95N. Tsirintanis,9 S. Tsiskaridze,13V. Tsiskaridze,51 E. G. Tskhadadze,54a I. I. Tsukerman,99V. Tsulaia,16S. Tsuno,69D. Tsybychev,150

Y. Tu,62b A. Tudorache,28b V. Tudorache,28b T. T. Tulbure,28a A. N. Tuna,59S. Turchikhin,68 D. Turgeman,175 I. Turk Cakir,4b,uu R. Turra,94aP. M. Tuts,38G. Ucchielli,22a,22b I. Ueda,69M. Ughetto,148a,148bF. Ukegawa,164G. Unal,32 A. Undrus,27G. Unel,166F. C. Ungaro,91Y. Unno,69K. Uno,157J. Urban,146bP. Urquijo,91P. Urrejola,86G. Usai,8J. Usui,69 L. Vacavant,88V. Vacek,130B. Vachon,90K. O. H. Vadla,121 A. Vaidya,81C. Valderanis,102 E. Valdes Santurio,148a,148b M. Valente,52S. Valentinetti,22a,22bA. Valero,170L. Val´ery,13A. Vallier,5J. A. Valls Ferrer,170W. Van Den Wollenberg,109 H. van der Graaf,109P. van Gemmeren,6J. Van Nieuwkoop,144I. van Vulpen,109M. C. van Woerden,109M. Vanadia,135a,135b W. Vandelli,32A. Vaniachine,160 P. Vankov,109G. Vardanyan,180R. Vari,134aE. W. Varnes,7 C. Varni,53a,53b T. Varol,43 D. Varouchas,119A. Vartapetian,8K. E. Varvell,152J. G. Vasquez,179G. A. Vasquez,34bF. Vazeille,37D. Vazquez Furelos,13

T. Vazquez Schroeder,90 J. Veatch,58 V. Veeraraghavan,7 L. M. Veloce,161 F. Veloso,128a,128c S. Veneziano,134a A. Ventura,76a,76bM. Venturi,172 N. Venturi,32V. Vercesi,123aM. Verducci,136a,136bW. Verkerke,109A. T. Vermeulen,109 J. C. Vermeulen,109M. C. Vetterli,144,eN. Viaux Maira,34bO. Viazlo,84I. Vichou,169,aT. Vickey,141O. E. Vickey Boeriu,141 G. H. A. Viehhauser,122S. Viel,16L. Vigani,122M. Villa,22a,22b M. Villaplana Perez,94a,94bE. Vilucchi,50M. G. Vincter,31 V. B. Vinogradov,68A. Vishwakarma,45C. Vittori,22a,22bI. Vivarelli,151S. Vlachos,10M. Vogel,177P. Vokac,130G. Volpi,13 S. E. von Buddenbrock,147cH. von der Schmitt,103 E. von Toerne,23V. Vorobel,131K. Vorobev,100 M. Vos,170R. Voss,32 J. H. Vossebeld,77N. Vranjes,14M. Vranjes Milosavljevic,14V. Vrba,130M. Vreeswijk,109R. Vuillermet,32I. Vukotic,33 P. Wagner,23W. Wagner,177J. Wagner-Kuhr,102H. Wahlberg,74S. Wahrmund,47K. Wakamiya,70J. Walder,75R. Walker,102 W. Walkowiak,143V. Wallangen,148a,148bA. M. Wang,59C. Wang,36a,q F. Wang,176H. Wang,16H. Wang,3 J. Wang,60b J. Wang,152Q. Wang,115R.-J. Wang,83R. Wang,6S. M. Wang,153T. Wang,38W. Wang,153,vvW. Wang,36c,wwZ. Wang,36b

C. Wanotayaroj,45A. Warburton,90C. P. Ward,30 D. R. Wardrope,81A. Washbrook,49P. M. Watkins,19A. T. Watson,19 M. F. Watson,19G. Watts,140S. Watts,87 B. M. Waugh,81 A. F. Webb,11S. Webb,86M. S. Weber,18S. M. Weber,60a S. A. Weber,31J. S. Webster,6 A. R. Weidberg,122B. Weinert,64J. Weingarten,58M. Weirich,86C. Weiser,51P. S. Wells,32

T. Wenaus,27T. Wengler,32S. Wenig,32 N. Wermes,23M. D. Werner,67P. Werner,32M. Wessels,60a T. D. Weston,18 K. Whalen,118N. L. Whallon,140A. M. Wharton,75A. S. White,92A. White,8M. J. White,1 R. White,34bD. Whiteson,166

B. W. Whitmore,75F. J. Wickens,133W. Wiedenmann,176 M. Wielers,133C. Wiglesworth,39L. A. M. Wiik-Fuchs,51 A. Wildauer,103 F. Wilk,87H. G. Wilkens,32H. H. Williams,124 S. Williams,30C. Willis,93 S. Willocq,89J. A. Wilson,19

I. Wingerter-Seez,5 E. Winkels,151F. Winklmeier,118 O. J. Winston,151B. T. Winter,23M. Wittgen,145M. Wobisch,82,v A. Wolf,86T. M. H. Wolf,109R. Wolff,88 M. W. Wolter,42H. Wolters,128a,128cV. W. S. Wong,171 N. L. Woods,139 S. D. Worm,19B. K. Wosiek,42J. Wotschack,32K. W. Wozniak,42M. Wu,33S. L. Wu,176X. Wu,52Y. Wu,92T. R. Wyatt,87

B. M. Wynne,49S. Xella,39Z. Xi,92L. Xia,35cD. Xu,35a L. Xu,27T. Xu,138 W. Xu,92 B. Yabsley,152S. Yacoob,147a K. Yajima,120D. P. Yallup,81D. Yamaguchi,159 Y. Yamaguchi,159A. Yamamoto,69T. Yamanaka,157F. Yamane,70 M. Yamatani,157T. Yamazaki,157 Y. Yamazaki,70Z. Yan,24H. Yang,36bH. Yang,16 S. Yang,66Y. Yang,153 Z. Yang,15 W-M. Yao,16Y. C. Yap,45Y. Yasu,69E. Yatsenko,5K. H. Yau Wong,23J. Ye,43S. Ye,27I. Yeletskikh,68E. Yigitbasi,24 E. Yildirim,86K. Yorita,174K. Yoshihara,124C. Young,145C. J. S. Young,32J. Yu,8 J. Yu,67S. P. Y. Yuen,23I. Yusuff,30,xx B. Zabinski,42G. Zacharis,10R. Zaidan,13A. M. Zaitsev,132,llN. Zakharchuk,45J. Zalieckas,15A. Zaman,150S. Zambito,59 D. Zanzi,32C. Zeitnitz,177G. Zemaityte,122J. C. Zeng,169Q. Zeng,145O. Zenin,132T.Ženiš,146aD. Zerwas,119D. Zhang,36a D. Zhang,92 F. Zhang,176 G. Zhang,36c,wwH. Zhang,119J. Zhang,6 L. Zhang,51 L. Zhang,36c M. Zhang,169 P. Zhang,35b R. Zhang,23R. Zhang,36c,qX. Zhang,36aY. Zhang,35a,35dZ. Zhang,119X. Zhao,43Y. Zhao,36a,yZ. Zhao,36cA. Zhemchugov,68

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B. Zhou,92C. Zhou,176 L. Zhou,43M. Zhou,35a,35dM. Zhou,150 N. Zhou,36bY. Zhou,7 C. G. Zhu,36a H. Zhu,35a J. Zhu,92 Y. Zhu,36cX. Zhuang,35a K. Zhukov,98A. Zibell,178D. Zieminska,64N. I. Zimine,68 S. Zimmermann,51Z. Zinonos,103

M. Zinser,86M. Ziolkowski,143L. Živković,14G. Zobernig,176 A. Zoccoli,22a,22bR. Zou,33 M. zur Nedden,17and L. Zwalinski32

(ATLAS Collaboration)

1

Department of Physics, University of Adelaide, Adelaide, Australia 2Physics Department, SUNY Albany, Albany, New York, USA 3

Department of Physics, University of Alberta, Edmonton, Alberta, Canada 4aDepartment of Physics, Ankara University, Ankara, Turkey

4b

Istanbul Aydin University, Istanbul, Turkey

4cDivision of Physics, TOBB University of Economics and Technology, Ankara, Turkey 5

LAPP, CNRS/IN2P3 and Universit´e Savoie Mont Blanc, Annecy-le-Vieux, France 6High Energy Physics Division, Argonne National Laboratory, Argonne, Illinois, USA

7

Department of Physics, University of Arizona, Tucson, Arizona, USA 8Department of Physics, The University of Texas at Arlington, Arlington, Texas, USA 9

Physics Department, National and Kapodistrian University of Athens, Athens, Greece 10Physics Department, National Technical University of Athens, Zografou, Greece

11

Department of Physics, The University of Texas at Austin, Austin, Texas, USA 12Institute of Physics, Azerbaijan Academy of Sciences, Baku, Azerbaijan 13

Institut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology, Barcelona, Spain 14Institute of Physics, University of Belgrade, Belgrade, Serbia

15

Department for Physics and Technology, University of Bergen, Bergen, Norway

16Physics Division, Lawrence Berkeley National Laboratory and University of California, Berkeley, California, USA 17

Department of Physics, Humboldt University, Berlin, Germany

18Albert Einstein Center for Fundamental Physics and Laboratory for High Energy Physics, University of Bern, Bern, Switzerland 19

School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom 20aDepartment of Physics, Bogazici University, Istanbul, Turkey

20b

Department of Physics Engineering, Gaziantep University, Gaziantep, Turkey 20dIstanbul Bilgi University, Faculty of Engineering and Natural Sciences, Istanbul, Turkey

20e

Bahcesehir University, Faculty of Engineering and Natural Sciences, Istanbul, Turkey 21Centro de Investigaciones, Universidad Antonio Narino, Bogota, Colombia

22a

INFN Sezione di Bologna, Italy

22bDipartimento di Fisica e Astronomia, Universit `a di Bologna, Bologna, Italy 23

Physikalisches Institut, University of Bonn, Bonn, Germany 24Department of Physics, Boston University, Boston, Massachusetts, USA 25

Department of Physics, Brandeis University, Waltham, Massachusetts, USA 26aUniversidade Federal do Rio De Janeiro COPPE/EE/IF, Rio de Janeiro, Brazil 26b

Electrical Circuits Department, Federal University of Juiz de Fora (UFJF), Juiz de Fora, Brazil 26cFederal University of Sao Joao del Rei (UFSJ), Sao Joao del Rei, Brazil

26d

Instituto de Fisica, Universidade de Sao Paulo, Sao Paulo, Brazil 27Physics Department, Brookhaven National Laboratory, Upton, New York, USA

28a

Transilvania University of Brasov, Brasov, Romania

28bHoria Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania 28c

Department of Physics, Alexandru Ioan Cuza University of Iasi, Iasi, Romania

28dNational Institute for Research and Development of Isotopic and Molecular Technologies, Physics Department, Cluj Napoca, Romania

28eUniversity Politehnica Bucharest, Bucharest, Romania 28f

West University in Timisoara, Timisoara, Romania

29Departamento de Física, Universidad de Buenos Aires, Buenos Aires, Argentina 30

Cavendish Laboratory, University of Cambridge, Cambridge, United Kingdom 31Department of Physics, Carleton University, Ottawa, Ontario, Canada

32

CERN, Geneva, Switzerland

33Enrico Fermi Institute, University of Chicago, Chicago, Illinois, USA 34a

Departamento de Física, Pontificia Universidad Católica de Chile, Santiago, Chile 34bDepartamento de Física, Universidad T´ecnica Federico Santa María, Valparaíso, Chile

35a

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