Abstract
The production cross-sections for \(W^{\pm }\) and Z bosons are measured using ATLAS data corresponding to an integrated luminosity of 4.0 pb\(^{-1}\) collected at a centre-of-mass energy \(\sqrt{s}=2.76\) TeV. The decay channels \(W \rightarrow \ell \nu \) and \(Z \rightarrow \ell \ell \) are used, where \(\ell \) can be an electron or a muon. The cross-sections are presented for a fiducial region defined by the detector acceptance and are also extrapolated to the full phase space for the total inclusive production cross-section. The combined (average) total inclusive cross-sections for the electron and muon channels are:
Measured ratios and asymmetries constructed using these cross-sections are also presented. These observables benefit from full or partial cancellation of many systematic uncertainties that are correlated between the different measurements.
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1 Introduction
The processes that produce W and Z bosonsFootnote 1 in pp collisions via Drell–Yan annihilation are two of the simplest at hadron colliders to describe theoretically. At lowest order in quantum chromodynamics (QCD), W-boson production proceeds via \(q\bar{q}' \rightarrow W\) and Z-boson production via \(q\bar{q} \rightarrow Z\). Therefore, precision measurements of these production cross-sections yield important information about the parton distribution functions (PDFs) for quarks inside the proton. Factorisation theory allows PDFs to be treated separately from the perturbative QCD high-scale collision calculation as functions of the event energy scale, Q, and the momentum fraction of the parton, x, for each parton flavour. Usually PDFs are defined for a particular starting scale \(Q_0\) and can be evolved to other scales via the DGLAP equations [1,2,3,4,5,6,7]. Measurements of on-shell W / Z-boson production probe the PDFs in a range of \(Q^2\) that lies close to \(m^2_{W/Z}\). The range of x that is probed depends on the centre-of-mass energy, \(\sqrt{s}\), of the protons and the rapidity coverage of the detector. Each measurement of these production cross-sections at a new value of \(\sqrt{s}\) thus provides information complementary to previous measurements. The combinations of initial partons participating in the production processes of \(W^+\),\(W^-\), and Z bosons are different, so each process provides complementary information about the products of different quark PDFs.
This paper presents the first measurements of the production cross-sections for \(W^+\), \(W^-\) and Z bosons in pp collisions at \(\sqrt{s}=2.76\) \(\text {Te V}\). The data were collected by the ATLAS detector at the Large Hadron Collider (LHC) [8] in 2013 and correspond to an integrated luminosity of 4.0 pb\(^{-1}\). To provide further sensitivity to PDFs, and to reduce the systematic uncertainty in the predictions, ratios of these cross-sections and the charge asymmetry for W-boson production are also presented. The measurements are performed for leptonic (electron or muon) decays of the W and Z bosons, in a defined fiducial region, and also extrapolated to the total cross-section.
Previous measurements of the W-boson and Z-boson production cross-sections in pp collisons at the LHC were performed by the ATLAS, CMS and LHCb Collaborations at \(\sqrt{s}=5.02\) \(\text {Te V}\) [9], 7 \(\text {Te V}\) [10,11,12,13,14], 8 \(\text {Te V}\) [15,16,17,18,19] and 13 \(\text {Te V}\) [20,21,22], and by the PHENIX and STAR Collaborations at the RHIC at \(\sqrt{s}=500\) \(\text {Ge V}\) [23, 24] and 510 \(\text {Ge V}\) [25]. This is the first measurement at 2.76 \(\text {Te V}\). Other measurements of these processes were performed in \(p\bar{p}\) collisons at \(\sqrt{s} = 1.8\) \(\text {Te V}\) and 1.96 \(\text {Te V}\) by the CDF [26,27,28,29,30] and D0 [31] Collaborations, and at \(\sqrt{s}=546\) \(\text {Ge V}\) and 630 \(\text {Ge V}\) by the UA1 [32] and UA2 [33] Collaborations.
2 ATLAS detector
The ATLAS detector [34] at the LHC covers nearly the entire solid angle around the collision point. It consists of an inner tracking detector surrounded by a thin superconducting solenoid, electromagnetic (EM) and hadronic calorimeters, and a muon spectrometer (MS) incorporating three large superconducting toroid magnets. The inner-detector system (ID) is immersed in a 2 T axial magnetic field and provides charged-particle tracking in the pseudorapidity range \(|\eta | < 2.5\).Footnote 2
The high-granularity silicon pixel detector covers the vertex region and typically provides three measurements per track. It is followed by the silicon microstrip tracker, which usually provides eight measurements from eight strip layers. These silicon detectors are complemented by the transition radiation tracker (TRT), which enables radially extended track reconstruction up to \(|\eta | = 2.0\). The TRT also provides electron identification information based on the fraction of hits (typically 30 in total) above a higher energy-deposit threshold associated with the presence of transition radiation.
The calorimeter system covers the pseudorapidity range \(|\eta | < 4.9\). Within the region \(|\eta |< 3.2\), EM calorimetry is provided by barrel and endcap high-granularity lead/liquid-argon (LAr) sampling calorimeters, with an additional thin LAr presampler covering \(|\eta | < 1.8\) that is used to correct for energy loss in material upstream of the calorimeters. Hadronic calorimetry in this region is provided by the steel/scintillator-tile calorimeter, segmented into three barrel structures with \(|\eta | < 1.7\), and two copper/LAr hadronic endcap calorimeters. The solid angle coverage is completed with forward copper/LAr and tungsten/LAr calorimeter modules optimised for EM and hadronic measurements, respectively.
The muon spectrometer comprises separate trigger and high-precision tracking chambers measuring the deflection of muons in a magnetic field generated by superconducting air-core toroids. The precision chamber system covers the region \(|\eta | < 2.7\) with three layers of monitored drift tubes, complemented by cathode strip chambers in the forward region, where the backgrounds are highest. The muon trigger system covers the range \(|\eta | < 2.4\) with resistive plate chambers in the barrel and thin gap chambers in the endcap regions.
The ATLAS detector selected events using a three-level trigger system [35]. The first-level trigger is implemented in hardware and used a subset of detector information to reduce the event rate to a design value of at most 75 kHz. This was followed by two software-based triggers that together reduced the event rate to about 200 Hz.
3 Data and simulation samples
The data used in this measurement were collected in February 2013 during a period when proton beams at the LHC were collided at a centre-of-mass energy of 2.76 \(\text {Te V}\). During this running period a typical value of the instantaneous luminosity was \(1 \times 10^{32}\) cm\(^{-2}\)s\(^{-1}\), significantly lower than in 7, 8 and 13 \(\text {Te V}\) data-taking conditions. The typical value of the mean number of collisions per proton bunch crossing (pile-up) \(\langle \mu \rangle \) was 0.3. Only data from stable collisions when the ATLAS detector was fully operational are used, yielding a data sample corresponding to an integrated luminosity of 4.0 pb\(^{-1}\).
Samples of Monte Carlo (MC) simulated events are used to estimate the signals from W-boson and Z-boson production, and the backgrounds containing prompt leptons: electroweak-diboson production and top-quark pair (\(t\bar{t}\)) production. Background contributions arising from multijet events that do not contain prompt leptons are estimated directly from data, with simulated events used to cross-check these estimations in the muon channel.
Production of single W and Z bosons was simulated using Powheg-Box v1 r1556 [36,37,38,39]. The parton showering was performed using Pythia 8.17 [40]. The PDF set used for the simulation was CT10 [41], and the parton shower parameter values were those of the AU2 tune [42]. Additional quantum electrodynamics (QED) emissions from electroweak (EW) vertices and charged leptons were simulated using Photos++ v3.52 [43]. Additional samples of simulated W-boson events generated with Sherpa 2.1 [44] are used to estimate uncertainties arising from the choice of event generator model. In these Sherpa samples, simulation of W-boson production in association with up to two additional partons was performed at next-to-leading order (NLO) in QCD while production of W bosons in association with three or four additional partons was performed at leading order (LO) in QCD. The sample cross-sections were normalised to next-to-next-to-leading-order (NNLO) QCD predictions for the total cross-sections described in Section 8.
Powheg-Box v1 r2330 was used to generate \(t\bar{t}\) samples [45]. These samples had parton showering performed using Pythia 6.428 [46] with parameters corresponding to the Perugia2011C tune [47]. The CT10 PDF set was used. Additional QED final-state radiative corrections were applied using Photos++ v3.52 and \(\tau \)-lepton decays were performed using Tauola v25feb06 [48]. Single production of top quarks is a negligible contribution to this analysis, compared with \(t\bar{t}\) production, so no such samples were generated.
Production of two massive electroweak bosons (WW, ZZ, WZ) was simulated using Herwig 6.5 [49], with multiparton interactions modelled using Jimmy 4.13 [50]. The CTEQ6L1 PDF set [51] and AUET2 tune [52] were used for these samples.
Multijet production containing heavy-flavour final states, arising from the production of \(b\bar{b}\) or \(c\bar{c}\) pairs, were simulated using Pythia 8.186. The CTEQ6L1 PDF set and AU2 tune were used. Events were required to contain an electron or muon with transverse momentum \(p_{\text {T}} > 10\) \(\text {Ge V}\) and \(|\eta | <2.8\).
The detector response to generated events was simulated by passing the events through a model of the ATLAS detector [53] based on Geant 4 [54]. Additional minimum-bias events generated using Pythia 8.17 and the A2 set of tuned parameters, were overlaid in such a way that the distribution of \(\langle \mu \rangle \) for simulated events reproduced that in the real data. The resulting events were then passed through the same reconstruction software as the real data.
The simulated samples used for the baseline analysis are summarised in Table 1, which shows the generator used for each process together with the order in QCD at which they were generated.
4 Event selection
This section describes the selection of events consistent with the production of W bosons or Z bosons. The W-boson selection requires events to contain a single charged lepton and large missing transverse momentum. The Z-boson selection requires events to contain two charged leptons with opposite charge and the same flavour.
Events were selected by triggers that required at least one charged electron (muon) with \(p_{\text {T}} > 15~\) \(\text {Ge V}\) (10 \(\text {Ge V}\)). These thresholds yield an event sample with a uniform efficiency as a function of the \(E_{\text {T}}\) and \(p_{\text {T}}\) requirements used subsequently to select the final event sample. The hard-scatter vertex, defined as the vertex with highest sum of squared track transverse momenta (for tracks with \(p_{\text {T}} > 400\) \(\text {Me V}\)), is required to have at least three associated tracks.
Electrons are reconstructed from clusters of energy in the EM calorimeter that are matched to a track reconstructed in the ID. The electron is required to have \(p_{\text {T}} > 20\) \(\text {Ge V}\) and \(|\eta | < 2.4\) (excluding the transition region between barrel and endcap calorimeters of \(1.37< |\eta | < 1.52\)). Each electron must satisfy a set of identification criteria designed to suppress misidentified photons or jets. Electrons are required to satisfy the medium selection, following the definition provided in Ref. [55]. This includes requirements on the shower shape in the EM calorimeter, the leakage of the shower into the hadronic calorimeter, the number of hits measured along the track in the ID, and the quality of the cluster-track matching. A Gaussian sum filter [56] algorithm is used to re-fit the tracks and improve the estimated electron track parameters. To suppress background from misidentified objects such as jets, the electron is required to be isolated using calorimeter-based criteria. The sum of the transverse energies of clusters lying within a cone of size \(\Delta R = 0.2\) around the centroid of the electron cluster and excluding the coreFootnote 3 must be less than 10% of the electron \(p_{\text {T}}\).
Muon candidates are reconstructed by combining tracks reconstructed in the ID with tracks reconstructed in the MS [57]. They are required to have \(p_{\text {T}} > 20\) \(\text {Ge V}\) and \(| \eta | < 2.4\). The muon candidates are also required to be isolated, by requiring that the scalar sum of the \(p_{\text {T}}\) of additional tracks within a cone of size \(\Delta R = 0.4\) around the muon is less than 80% of the muon \(p_{\text {T}}\).
The missing transverse momentum vector [58] (\(\varvec{E^{\text {miss}}_{\text {T}}}\)) is calculated as the negative vector sum of the transverse momenta of electrons and muons, and of the transverse momentum of the recoil. The magnitude of this vector is denoted by \(E_{\text {T}}^{\text {miss}}\). The recoil vector is obtained by summing the transverse momenta of all clusters of energy measured in the calorimeter, excluding those within \(\Delta R = 0.2\) of the lepton candidate. The momentum vector of each cluster is determined by the magnitude and coordinates of the energy deposits; the cluster is assumed to be massless. Cluster energies are initially measured assuming that the energy deposition occurs only through EM interactions, and are then corrected for the different calorimeter responses to hadrons and electromagnetically interacting particles, for losses due to dead material, and for energy that is not captured by the clustering process [59]. The definition of the recoil does not make use of reconstructed jets, to avoid threshold effects. The procedure used to calibrate the recoil closely follows that used in the recent ATLAS measurement of the W-boson mass [60], first correcting the modelling of the overall recoil in simulation and then applying corrections for residual differences in the recoil response and resolution that are derived from Z-boson data and transferred to the W-boson sample.
The W-boson selection requires events to contain exactly one lepton (electron or muon) candidate and have \(E_{\text {T}}^{\text {miss}}> 25\) \(\text {Ge V}\). The lepton must match a lepton candidate that met the trigger criteria. The transverse mass, \(m_{\text {T}}\), of the W-boson candidate in the event is calculated using the lepton candidate and \(E_{\text {T}}^{\text {miss}}\) according to \( m_{\text {T}} = \sqrt{2p^{\ell }_{\text {T}} E_{\text {T}}^{\text {miss}} (1 - \cos (\phi _\ell - \phi _{E_{\text {T}}^{\text {miss}}}))}\). The transverse mass in W-boson production events is expected to exhibit a Jacobian peak around the W-boson mass. Thus, requiring that \(m_{\text {T}}>40~\text {Ge V}{}\) suppresses background processes. After these requirements there are 3914 events in the \(W \rightarrow e^+ \nu \) channel, 2209 events in the \(W \rightarrow e^- \bar{\nu }\) channel, 4365 events in the \(W \rightarrow \mu ^+ \nu \) channel, and 2460 events in the \(W \rightarrow \mu ^- \bar{\nu }\) channel.
The Z-boson selection requires events to contain exactly two lepton candidates with the same flavour and opposite charge. At least one lepton must match a lepton candidate that met the trigger criteria. Background processes are suppressed by requiring that the invariant mass of the lepton pair satisfies \(66< m_{\ell \ell } < 116\) \(\text {Ge V}\). After these requirements there are 430 events in the \(Z\rightarrow e^+ e^-\) channel, and 646 events in the \(Z\rightarrow \mu ^+ \mu ^-\) channel.
5 Background estimation
The background processes that contribute to the sample of events passing the W-boson and Z-boson selections can be separated into two categories: those estimated from MC simulation and theoretical calculations, and those estimated directly from data. The main backgrounds that contribute to the event sample passing the W-boson selection are processes with a \(\tau \)-lepton decaying into an electron or muon plus neutrinos, leptonic Z-boson decays where only one lepton is reconstructed, and multijet processes. The main background contribution to the event sample passing the Z-boson selection is production of two massive electroweak bosons.
The backgrounds arising from \(W \rightarrow \tau \nu \), \(Z\rightarrow \ell ^+ \ell ^-\), diboson production, and \(t\bar{t}\) production are estimated from the simulated samples described in Section 3. Predictions of the backgrounds to the W-boson and Z-boson production measurements arising from multijet production suffer from large theoretical uncertainties, and therefore the contribution to this background in the W-boson measurement is estimated from data. This is achieved by constructing a shape template for the background using a discriminating variable in a control region and then performing a template fit to the same distribution in the signal region to extract the background contribution. The choice of template variable is motivated by the difference between signal and background and by the available number of events. Previous ATLAS measurements at 7 \(\text {Te V}\) [10] and 13 \(\text {Te V}\) [21] found that multijet production makes a background contribution of less than 0.1% for Z-boson measurements; this is therefore neglected.
Electron candidates in multijet background events are typically misidentified candidates produced when jets mimic the signature of an electron, for example when a neutral pion and a charged pion overlap in the detector. Additional candidates can arise from ’non-prompt’ electrons produced when a photon converts, and in decays of heavy-flavour hadrons. To construct a control region for the multijet template, a selection is used that differs from the W-boson selection described in Section 4 in only two respects: the medium electron identification criteria are inverted (while keeping the looser identification criteria) and the \(E_{\text {T}}^{\text {miss}}\) requirement is removed. By construction, this control region is statistically independent of the W-boson signal region. A template for the shape of the multijet background in the \(E_{\text {T}}^{\text {miss}}\) distribution is then obtained from that distribution in the control region after subtraction of expected contributions from the signal and other backgrounds determined using MC samples. The normalisation of the multijet background template in the signal region is extracted by performing a \(\chi ^2\) fit of the \(E_{\text {T}}^{\text {miss}}\) distribution (applying all signal criteria except the requirement on \(E_{\text {T}}^{\text {miss}}\)) to a sum of the templates for the multijet background, the signal, and all other backgrounds. The normalisation of the signal is allowed to vary freely in the fit as is the multijet background; however, the other backgrounds are only allowed to vary from their expected values by up to 5%, corresponding to the largest level of variation in predicted electroweak-boson production cross-sections obtained from varying the choice of PDF. The normalisation from this fit can then be used together with the inverted selection to construct multijet background distributions in any other variable that is not correlated with the electron identification criteria.
Muon candidates in multijet background events are typically ‘non-prompt’ muons produced in the decays of hadrons. The multijet background contribution to the \(W \rightarrow \mu \nu \) selection is estimated by using the same method as described for the \(W \rightarrow e \nu \) selection. In this case the control region is defined by inverting the isolation requirement and removing the requirement on \(m_{\text {T}}\). The distribution used for the fits is \(m_{\text {T}}\).
The overall number of multijet background events is estimated from a fit to the total W-boson sample. Comparisons between the fitted distributions and data for \(W\rightarrow e\nu \) and \(W\rightarrow \mu \nu \) are shown in Figure 1. Fits to the separate \(W^+\)-boson and \(W^-\)-boson samples are used in the evaluation of the systematic uncertainties, as described in Section 7. The final estimated multijet contributions are \(30 \pm 11\) events for \(W \rightarrow e^+ \nu \) and \(W \rightarrow e^- \nu \) and \(2.5 \pm 1.9\) events for \(W^+ \rightarrow \mu ^+\nu \) and \(W^-\rightarrow \mu ^- \nu \). The relative contribution of the multijet events (1%) is lower than in 13 \(\text {Te V}\) (4%) and 7 \(\text {Te V}\) (3%) data. This is in agreement with expectations for this lower pile-up running, where the resolution in \(E^{\text {miss}}_{\text {T}}\) is improved compared to the higher pile-up running.
6 Correction for detector effects
The measurements in this paper are performed within specific fiducial regions and extrapolated to the total W-boson or Z-boson phase space. The fiducial regions are defined by the kinematic and geometric selection criteria given in Table 2; in simulations these are applied at the generator level before the emission of QED final-state radiation from the decay lepton(s) (QED Born level).
The fiducial W-boson/Z-boson production cross-section is obtained from the number of observed events meeting the selection criteria after background contributions are subtracted, \(N^{\text {sig}}_{W,Z} \), using the following formula:
where \( \mathcal {L}_{\text {int}}\) is the total integrated luminosity of the data samples used for the analysis. The factor \(C_{W,Z}\) is the ratio of the number of generated events that satisfy the final selection criteria after event reconstruction to the number of generated events within the fiducial region. It includes the efficiency for triggering, reconstruction and identification of \(W,Z \rightarrow \ell \nu , \ell ^+ \ell ^-\) events falling within the acceptance. The different components of the efficiency are calculated using a mixture of MC simulation and measurements from data.
The total W-boson and \(Z-\)boson production cross-sections are obtained using the following formula:
The factor \({B}(W,Z \rightarrow \ell \nu , \ell \ell )\) is the per-lepton branching fraction of the vector boson. The factor \(A_{W,Z}\) is the acceptance for W / Z-boson events being studied. It is defined as the fraction of generated events that satisfy the fiducial requirements. This acceptance is determined using MC signal samples, corrected to the generator QED Born level, and is used to extrapolate the measured cross-section in the fiducial region to the full phase space. The central values of \(A_{W,Z}\) are around 0.6 for these measurements, compared with 0.5 at \(\sqrt{s}=7\) \(\text {Te V}\) and 0.4 at \(\sqrt{s}=13\) \(\text {Te V}\), so the fiducial region is closer to the full phase space in this measurement than for those at higher centre-of-mass energies. This is due to a combination of higher \(p_{\text {T}}\) thresholds for leptons in other measurements, and more-central production of vector bosons at lower \(\sqrt{s}\). The values of \(C_W\) are approximately 0.67 for the \(W \rightarrow e\nu \) channels and 0.75 for the \(W \rightarrow \mu \nu \) channels. The values of \(C_Z\) are 0.55 for the \(Z\rightarrow e^+ e^-\) channel and 0.79 for \(Z \rightarrow \mu ^+ \mu ^-\). The \(C_{W,Z}\) values are a little higher than for previous measurements at \(\sqrt{s}=7\) \(\text {Te V}\) and \(\sqrt{s}=13\) \(\text {Te V}\).
7 Systematic uncertainties
The systematic uncertainty in the electron reconstruction and identification efficiency is estimated using the tag-and-probe method in 8 \(\text {Te V}\) data [55, 61] and extrapolated to the 2.76 \(\text {Te V}\) dataset. The extrapolation procedure results in absolute increases of ±2%, due to uncertainties in the effect of the differing pile-up conditions in 2.76 \(\text {Te V}\) data relative to the 8 \(\text {Te V}\) data, as well as a different setting of the noise filtering in the LAr calorimeter of the 2.76 TeV data relative to the 8 TeV data. These uncertainties were estimated using a comparison between 7 TeV and 8 TeV data and MC samples, after having established that the central values of the efficiencies are the same for different centre-of-mass energies when the same LAr filter settings are used. A similar methodology had been used for internal estimates of the electron efficiency performance at 13 TeV before the start of Run-2 data taking and was found to give a good prediction of the efficiencies in data as well as a conservative estimate of the uncertainties. Transverse-momentum-dependent isolation corrections, calculated with the tag-and-probe method in 2.76 \(\text {Te V}\) data, are very close to 1, so the systematic uncertainty in the electron isolation requirement is set to the size of the correction itself, that is \(\pm 1\)% for low \(p_{\text {T}}\) and \(\pm 0.3\)% for higher \(p_{\text {T}}\). The electron energy scale has associated statistical uncertainties and systematic uncertainties arising from a possible bias in the calibration method, the choice of generator, the presampler energy scale, and imperfect knowledge of the material in front of the EM calorimeter [62]. The total energy-scale uncertainty is calculated as the sum in quadrature of these components.
Systematic uncertainties associated with the muon momentum can be divided into three major independent categories: momentum resolution of the MS track, momentum resolution of the ID track, and an overall scale uncertainty [57]. The total momentum scale/resolution uncertainty is the sum in quadrature of these components. An \(\eta \)-independent uncertainty of approximately \(\pm 1.1\)% in the muon trigger efficiency, determined using the tag-and-probe method [57] in 2.76 \(\text {Te V}\) data, is taken into account. Furthermore, a \(p_{\text {T}}\)- and \(\eta \)- dependent uncertainty in the identification and reconstruction efficiencies of approximately \(\pm 0.3\) %, derived using the tag-and-probe method on 8 \(\text {Te V}\) data is applied. The uncertainty in the \(p_{\text {T}}\)-dependent isolation correction in the muon channel, calculated with the tag-and-probe method in 2.76 \(\text {Te V}\) data, is about \(\pm 0.6\)% for low \(p_{\text {T}}\) and \(\pm 0.5\)% for higher \(p_{\text {T}}\).
The luminosity uncertainty for the 2.76 \(\text {Te V}\) data is \(\pm 3.1\)%. This is determined, following the same methodology as was used for the 7 \(\text {Te V}\) data recorded in 2011 [63], from a calibration of the luminosity scale derived from beam-separation scans performed during the 2.76 \(\text {Te V}\) operation of the LHC in 2013.
Systematic uncertainties in the \(E^{\text {miss}}_{\text {T}}\) arising from the smearing and bias corrections applied to obtain satisfactory modelling of the recoil [58] affect the \(C_W\) factors in the \(W \rightarrow \ell \nu \) measurement, and are taken into account.
Uncertainties arising from the choice of PDF set are evaluated using the error sets of the initial CT10 PDF set (at 90% confidence level (CL)) and from comparison with the results obtained using the central PDF sets from ABKM09 [64], NNPDF23 [65], and ATLAS-epWZ12 [66]. The effect of this uncertainty on \(A_{W^+}\) (\(A_{W^-}\)) is estimated to be \(\pm 1.0\)% (1.2%), and the effect on \(A_Z\) is estimated to be ±1.4%. The effect on \(C_{W,Z}\) is between \(\pm 0.05\)% and \(\pm 0.4\)% depending on the channel.
A summary of the systematic uncertainties in the \(C_{W,Z}\) factors is shown in Table 3. The muon trigger, and electron reconstruction and identification uncertainties are dominant.
Uncertainties arising from the choice of event generator and parton shower models are estimated by comparing results obtained when using Sherpa 2.1 signal samples instead of the (nominal) Powheg-Box +Pythia 8. The effect of this uncertainty on \(A_{W,Z}\) is estimated to be ±0.9%.
The systematic uncertainty in the multijet background estimation can be divided into several components: the normalisation uncertainty from the \(\chi ^2\) fit, the uncertainty in the modelling of electroweak processses by simulated samples in the fitted region, uncertainty from fit bias due to binning choice, and uncertainty from template shape. The scale normalisation uncertainty from the \(\chi ^2\) fit is approximately \(\pm 13\)% for the \(W\rightarrow e\nu \) channel. This uncertainty is neglected in the \(W \rightarrow \mu \nu \) channel where the template bias is dominant. The mismodelling uncertainty is estimated by comparison of the fit results for \( \ell ^+\) and \(\ell ^-\), and for the combined \(\ell ^{\pm }\) candidates. The central value used is \(0.5 N^{\pm }\) with the uncertainties \(N^+ - 0.5N^{\pm }\) and \(N^- - 0.5 N^{\pm }\), where \(N^+\) is the fitted number of \(\ell ^+\) background events, \(N^-\) is the fitted number of \(\ell ^-\) and \(N^\pm \) is the fitted total number of \(\ell ^{\pm }\) background events. In the \(W \rightarrow e \nu \) channel this leads to an uncertainty of \(\pm 28\)% in the multijet background. In the \(W \rightarrow \mu \nu \) channel the multijet template normalisation is derived from the fit in the small-\(m_{\text {T}}\) region, where electroweak contributions are negligible and there are many data events, and this source of systematic error is found to be negligible. The fit-bias uncertainty arising from the choice of bin width is estimated by repeating the fit with different binnings. This component is negligible in the \(W \rightarrow \mu \nu \) case and \(\pm 15\)% in the \(W \rightarrow e \nu \) case. The uncertainty due to a potential bias from template choice is estimated by employing different template selections. For the \(W \rightarrow e \nu \) channel, different inverted-isolation criteria were investigated. The overall differences are considered negligible. For the \(W \rightarrow \mu \nu \) channel, template variations were estimated from fits that use \(b\bar{b}\) + \(c\bar{c}\) MC samples as the multijet templates, leading to an uncertainty of \(\pm 75\%\); this is the largest uncertainty in the multijet background in the \(W \rightarrow \mu \nu \) channel.
Combining results and building ratios or asymmetries of results require a model for the correlations of particular systematic uncertainties between different measurements. Correlations arise mostly due to the fact that electrons, muons, and the recoil are reconstructed identically in the different measurements. Further correlations occur due to similarities in the analysis methodology such as the methods of signal and background estimation.
The systematic uncertainties from the electroweak background estimations are treated as uncorrelated between the W-boson and Z-boson measurements, and fully correlated among different flavour decay channels of the W and Z boson. The top-quark background is treated as fully correlated across all W-boson and Z-boson decay channels. The multijet background and recoil-related systematic uncertainties are also treated as fully correlated between all four W-boson decay channels despite there being an expected uncorrelated component, since the statistical uncertainty is dominant in this case.
The systematic uncertainties due to the choice of PDF are treated as fully correlated between all W-boson and Z-boson channels. The uncertainties in electron and muon selection, reconstruction and efficiency are treated as fully correlated between all W-boson and Z-boson channels.
A simplified form of the correlation model with the grouped list of the sources of systematic errors is presented in Table 4.
8 Results
The numbers of events passing the event selections described in Section 4 are presented in Table 5, together with the estimated background contributions described in Section 5. The distribution of \(m_{\text {T}}\) for \(W \rightarrow \ell \nu \) candidate events is shown in Figure 2, compared with the expected distribution for signal plus backgrounds, where the signal is normalised to the NNLO QCD prediction. Similarly, Figure 3 shows the distribution of \(m_{\ell \ell }\) for \(Z \rightarrow \ell ^+ \ell ^-\) candidate events compared with the expectations for signal. In this case, the background contributions are not shown, because they would not be visible in the figure if included.
The measured fiducial (\(\sigma ^{\text {fid}}\)) and total (\(\sigma ^{\text {tot}}\)) cross-sections in the electron and muon channels are presented separately in Table 6. For these measurements, the dominant contribution to the systematic uncertainty arises from the luminosity determination.
The results obtained from the electron and muon final states are consistent. The fiducial measurements from electron and muon final states are combined following the procedure described in Ref. [67] and the result is extrapolated to the full phase space to obtain the total cross-section. The total W-boson cross-section is calculated by summing the separate \(W^+\) and \(W^-\) cross-sections. The results are shown in Table 7.
Theoretical predictions of the fiducial and total cross-sections are computed for comparison with the measured cross-sections using Dynnlo 1.5 [68] which provides calculations at NNLO in the strong-coupling constant, \(\mathcal {O}(\alpha _\mathrm {s}^2)\), including the boson decays into leptons (\(\ell ^+\nu , \ell ^- \bar{\nu }\) or \(\ell ^+ \ell ^-\)) with full spin correlations, finite width and interference effects. These calculations allow kinematic requirements to be implemented for direct comparison with experimental data. The procedure used follows that used for the previous ATLAS measurement at \(\sqrt{s}=7\) \(\text {Te V}\) [10].
Corrections for NLO EW effects are calculated with Fewz 3.1 [69,70,71,72], for the Z bosons and with Sanc [73, 74] for the W bosons. The calculation was done in the \(G_{\mu }\) EW scheme [75]. The following input parameters are taken from the Particle Data Group’s Review of Particle Properties 2014 edition [76]: the Fermi constant, the masses and widths of W and Z bosons as well as the elements of the CKM matrix. The cross-sections for vector bosons decaying into these leptonic final states are calculated such that they match the definition of the measured cross-sections in the data. Thus, from complete NLO EW corrections, the following components are included: virtual QED and weak corrections, real initial-state radiation (ISR), and interference between ISR and real final-state radiation (FSR) [77]. The calculated effect of these corrections on the cross-sections is \((-0.26 \pm 0.02 )\)% for \(\sigma ^{\text {fid}}_{W^+}\), \((-0.21 \pm 0.03) \)% for \(\sigma ^{\text {fid}}_{W^-}\), and \((-0.25 \pm 0.12) \)% for \(\sigma ^{\text {fid}}_{Z}\). Dynnlo is used for the central values of the predictions while \(\textsc {Fewz}\) is used for the PDF variations and all other systematic variations such as QCD scale and \(\alpha _\mathrm {s}\). The predictions are calculated using the CT14nnlo [78], NNPDF3.1 [79], MMHT14nnlo68cl [80], ABMP16 [81], HERAPDF2.0 [82], and ATLAS-epWZ12nnlo PDF sets. The dynamic scale, \(m_{\ell \ell }\), and fixed scale, \(m_W\), are used as the nominal renormalisation, \(\mu _\mathrm {R}\), and factorisation, \(\mu _\mathrm {F}\), scales for Z and W predictions, respectively.
Theoretical uncertainties in the predictions are also derived from the following sources:
PDF: these uncertainties are evaluated from the variations of the NNLO PDFs according to the recommended procedure for each PDF set. A table with all PDF uncertainties and their central values is shown in Appendix A; the PDF uncertainty from CT14nnlo was rescaled from 90% CL to 68% CL.
Scales: the scale uncertainties are defined by the envelope of the variations in which the scales are changed by factors of two subject to the constraint \(0.5 \le \mu _\mathrm {R}/\mu _\mathrm {F} \le 2\).
\(\alpha _\mathrm {s}\): the uncertainty due to \(\alpha _\mathrm {s}\) was estimated by varying the value of \(\alpha _\mathrm {s}\) used in the CT14nnlo PDF set by \(\pm 0.001\), corresponding to a 68% CL variation.
The statistical uncertainties in these theoretical predictions are negligible.
The numerical values of the predictions for the CT14nnlo PDF set are presented in Table 8. The predictions for the acceptance factor \(A_{W,Z}\) can differ by a few percent from those derived from simulated signal samples, this may be due to a poorer description of production of low \(p_{\text {T}}\) W-bosons by the fixed-order calculations. The predictions are shown in comparison with the combined W-boson and Z-boson production measurements, and with results from pp and \(p\bar{p}\) collisions at other centre-of-mass energies in Figure 4. A comparison of the measurements with predictions from various different PDF sets is presented in Figures 5 and 6. Overall there is good agreement.
Taking ratios of measurements leads to results that have significantly reduced systematic uncertainties due to full or partial cancellation of correlated systematic uncertainties, as discussed in Section 7. The ratios of the fiducial cross-sections for W-boson and Z-boson production are presented, together with the ratio for \(W^+\)-boson and \(W^-\)-boson production, in Figure 7. It can be seen that the predictions from the different PDF sets are mostly in good agreement with the measurements. There is a slight (less than two standard deviations) tension between the data and the prediction using the ABMP16 PDF set. The measured values of the ratios are:
The measurement of the ratio \(R_{W^{+}/W^{-}}\)is sensitive to the \(u_\mathrm {v}\) and \(d_\mathrm {v}\) valence quark distributions, while the ratio \(R_{W/Z}\) can place constraints on the strange quark distributions. A common alternative way of presenting this information is in terms of the charge asymmetry, \(A_\ell \), in W-boson production:
This observable also benefits from the cancellation of systematic uncertainties in the same way as the cross-section ratios. The measured value is:
The ratio of measured cross-sections in the electron and muon decay channels provides a test of lepton universality in W-boson decays. The measured ratios are:
These results lie within one standard deviation of the Standard Model prediction and previous measurements by ATLAS.
9 Conclusion
This paper presents measurements of the \(W \rightarrow \ell \nu \) and \(Z \rightarrow \ell \ell \) production cross-sections based on about 12 400 W-boson and 1100 Z-boson candidates, after subtracting background events, reconstructed from \(\sqrt{s}=\) 2.76 \(\text {Te V}\) proton–proton collision data recorded by the ATLAS detector at the LHC, corresponding to integrated luminosity of 4.0 pb\(^{-1}\). The total inclusive W-boson production cross-sections for the combined electron and muon channels are
and the total inclusive Z-boson cross-section in the combined electron and muon channels is:
The results obtained, and the ratios and charge asymmetries constructed from them, are in agreement with theoretical calculations based on NNLO QCD.
Data Availability Statement
This manuscript has no associated data or the data will not be deposited. [Authors’ comment: “All ATLAS scientific output is published in journals, and preliminary results are made available in Conference Notes. All are openly available, without restriction on use by external parties beyond copyright law and the standard conditions agreed by CERN. Data associated with journal publications are also made available: tables and data from plots (e.g. cross section values, likelihood profiles, selection efficiencies, cross section limits, ...) are stored in appropriate repositories such as HEPDATA (http://hepdata.cedar.ac.uk/). ATLAS also strives to make additional material related to the paper available that allows a reinterpretation of the data in the context of new theoretical models. For example, an extended encapsulation of the analysis is often provided for measurements in the framework of RIVET (http://rivet.hepforge.org/ )". This information is taken from the ATLAS Data Access Policy, which is a public document that can be downloaded from http://opendata.cern.ch/record/413 [opendata.cern.ch].]
Notes
In this paper it is implicit that Z boson refers to \(Z/\gamma ^*\) bosons.
ATLAS uses a right-handed coordinate system with its origin at the nominal interaction point (IP) in the centre of the detector and the z-axis along the beam pipe. The x-axis points from the IP to the centre of the LHC ring, and the y-axis points upwards. Cylindrical coordinates \((r,\phi )\) are used in the transverse plane, \(\phi \) being the azimuthal angle around the z-axis. The pseudorapidity is defined in terms of the polar angle \(\theta \) as \(\eta = -\ln \tan (\theta /2)\). Angular distance is measured in units of \(\Delta R \equiv \sqrt{(\Delta \eta )^{2} + (\Delta \phi )^{2}}\).
The core of the shower is the contribution within \(\Delta \eta \times \Delta \phi = 0.125 \times 0.175\) around the cluster barycentre.
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Acknowledgements
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 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, UK; DOE and NSF, USA. In addition, individual groups and members have received support from BCKDF, CANARIE, CRC and Compute Canada, Canada; COST, ERC, ERDF, Horizon 2020, and Marie Skłodowska-Curie Actions, European Union; Investissements d’ Avenir Labex and Idex, ANR, France; DFG and AvH Foundation, Germany; Herakleitos, Thales and Aristeia programmes co-financed by EU-ESF and the Greek NSRF, Greece; BSF-NSF and GIF, Israel; CERCA Programme Generalitat de Catalunya, Spain; The Royal Society and Leverhulme Trust, UK. 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 providers. Major contributors of computing resources are listed in Ref. [83].
Author information
Authors and Affiliations
Department of Physics, University of Adelaide, Adelaide, Australia
O. Abdinov, A. Artamonov, D. Duvnjak, O. Igonkina, P. Jackson, B. T. King, E. Kladiva, D. Lellouch, H. A. Neal, J. L. Oliver, A. Petridis, A. Qureshi, A. S. Sharma & M. J. White
Physics Department, SUNY Albany, Albany, NY, USA
V. Jain & S. P. Swift
Department of Physics, University of Alberta, Edmonton, AB, Canada
D. M. Gingrich, J. L. Pinfold, X. Sun & H. Wang
Department of Physics, Ankara University, Ankara, Turkey
O. Cakir & H. Duran Yildiz
Istanbul Aydin University, Istanbul, Turkey
S. Kuday & I. Turk Cakir
Division of Physics, TOBB University of Economics and Technology, Ankara, Turkey
S. Sultansoy
LAPP, Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS/IN2P3, Annecy, France
N. Berger, F. Costanza, A. Cueto, O. Dartsi, M. Delmastro, L. Di Ciaccio, P. J. Falke, S. Falke, C. Goy, T. Guillemin, T. Hryn’ova, S. Jézéquel, O. Kivernyk, I. Koletsou, R. Lafaye, J. Levêque, N. Lorenzo Martinez, S. Raspopov, E. Sauvan, S. Todorova-Nova & I. Wingerter-Seez
High Energy Physics Division, Argonne National Laboratory, Argonne, IL, USA
Y. Abulaiti, D. P. Benjamin, S. Chekanov, W. H. Hopkins, T. LeCompte, B.L Liu, J. Love, D. Malon, J. Metcalfe, A. Paramonov, J. Proudfoot, R. W. Stanek, P. Van Gemmeren, R. Wang & J. Zhang
Department of Physics, University of Arizona, Tucson, AZ, USA
S. Berlendis, E. Cheu, C. M. Delitzsch, K. A. Johns, S. Jones, W. Lampl, M. LeBlanc, R. Leone, P. Loch, J. P. Rutherfoord, E. W. Varnes & Y. Zhou
Department of Physics, University of Texas at Arlington, Arlington, TX, USA
D. Bakshi Gupta, B. Burghgrave, K. De, A. Farbin, J. Griffiths, H. K. Hadavand, L. Heelan, J. D. Little, N. Ozturk, G. Usai & A. White
Physics Department, National and Kapodistrian University of Athens, Athens, Greece
P. Bellos, D. Fassouliotis, I. Gkialas, C. Kourkoumelis, K. Papageorgiou & N. Tsirintanis
Physics Department, National Technical University of Athens, Zografou, Greece
T. Alexopoulos, C. Bakalis, N. Benekos, E. N. Gazis, P. Gkountoumis, E. Karentzos, A. Koulouris, S. Maltezos, I. Panagoulias & G. Zacharis
Department of Physics, University of Texas at Austin, Austin, TX, USA
T. Andeen, N. Nikiforou, P. U. E. Onyisi, H. Potti & A. F. Webb
Bahcesehir University, Faculty of Engineering and Natural Sciences, Istanbul, Turkey
A. J. Beddall
Istanbul Bilgi University, Faculty of Engineering and Natural Sciences, Istanbul, Turkey
E. Celebi, S. A. Cetin & S. Simsek
Department of Physics, Bogazici University, Istanbul, Turkey
A. Adiguzel, S. Gurbuz & V. E. Ozcan
Department of Physics Engineering, Gaziantep University, Gaziantep, Turkey
A. Beddall, A. Bingul & Z. Uysal
Institute of Physics, Azerbaijan Academy of Sciences, Baku, Azerbaijan
O. Abdinov & F. Khalil-Zada
Institut de Física d’Altes Energies (IFAE), Barcelona Institute of Science and Technology, Barcelona, Spain
D. Bogavac, M. Bosman, M. P. Casado, E. Cavallaro, M. Cavalli-Sforza, F. A. Förster, E. L. Gkougkousis, J. Glatzer, C. Grieco, S. Grinstein, A. Juste Rozas, I. Korolkov, M. Martinez, L. M. Mir, C. Moreno Martinez, J. L. Munoz Martinez, N. Orlando, A. Pacheco Pages, C. Padilla Aranda, I. Riu, A. Rodriguez Perez, R. Rosten, S. Terzo, T. R. Van Daalen & D. Vazquez Furelos
Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, China
X. Ai, M. K. Ayoub, J. Barreiro Guimarães da Costa, C. Bertella, H. J. Cheng, X. Chu, Y. Fang, Y. Fang, J. A. García Pascual, S. Han, Y. Huang, M. G. Kurth, M. Li, Q. Li, Z. Liang, Y. Liu, J. Llorente Merino, X. Lou, F. Lyu, Q. Ouyang, K. Ran, L. Y. Shan, D. Xu, Y. Zhang, M. S. Zhou, H. Zhu & X. Zhuang
Physics Department, Tsinghua University, Beijing, China
X. Chen, W. Ding, B. Li, D. F. Zhang & G. Zhang
Department of Physics, Nanjing University, Nanjing, China
S. J. Chen, A. De Maria, S. Jin, W. Wang, H. Zhang & L. Zhang
University of Chinese Academy of Science (UCAS), Beijing, China
H. J. Cheng, S. Han, M. G. Kurth, Q. Li, Y. Liu, K. Ran, Y. Zhang & M. S. Zhou
Institute of Physics, University of Belgrade, Belgrade, Serbia
J. Krstic, Dj. Sijacki, N. Vranjes, M. Vranjes Milosavljevic & L. Živković
Department for Physics and Technology, University of Bergen, Bergen, Norway
T. Buanes, J. I. Djuvsland, G. Eigen, N. Fomin, G. R. Lee, A. Lipniacka, S. Maeland, B. Martin dit Latour, B. Stugu & A. Traeet
Physics Division, Lawrence Berkeley National Laboratory and University of California, Berkeley, CA, USA
R. M. Barnett, J. Beringer, P. Calafiura, F. Cerutti, A. Ciocio, J. Dickinson, A. Dimitrievska, E. M. Duffield, K. Einsweiler, S. Farrell, A. Gabrielli, M. Garcia-Sciveres, H. M. Gray, C. Haber, T. Heim, I. Hinchliffe, X. Ju, K. Krizka, C. Leggett, P. Liu, Z. Marshall, W. P. McCormack, M. Muškinja, B. P. Nachman, S. Pagan Griso, E. Pianori, A. Poley, S. N. Santpur, M. Shapiro, V. Tsulaia, H. Wang, H. T. Yang & W-M. Yao
Institut für Physik, Humboldt Universität zu Berlin, Berlin, Germany
D. Alexandre, D. Biedermann, J. Dietrich, S. Grancagnolo, G. H. Herbert, I. Hristova, O. M. Kind, H. Lacker, T. Lohse, S. Mergelmeyer, Y. S. Ng, F. Peri, L. Rehnisch, F. Schenck & P. Seema
Albert Einstein Center for Fundamental Physics and Laboratory for High Energy Physics, University of Bern, Bern, Switzerland
J. K. Anders, H. P. Beck, A. Ereditato, L. Franconi, S. Haug, C. Merlassino, A. Miucci, M. S. Weber & T. D. Weston
School of Physics and Astronomy, University of Birmingham, Birmingham, UK
P. P. Allport, M. J. Baca, J. Bracinik, D. L. Briglin, J.H Broughton, D. G. Charlton, A. S. Chisholm, A. G. Foster, L. Gonella, F. Gonnella, C. M. Hawkes, S. J. Hillier, J. J. Kempster, J. Kendrick, D. J. Lewis, J. H. Lindon, T. J. Neep, P. R. Newman, K. Nikolopoulos, R. E. Owen, E. Reynolds, J. P. Thomas, P. D. Thompson, R. J. Turner, R. A. Vallance, A. T. Watson, M. F. Watson, J. A. Wilson & S. D. Worm
Facultad de Ciencias y Centro de Investigaciónes, Universidad Antonio Nariño, Bogota, Colombia
M. Losada, D. Moreno, G. Navarro & C. Sandoval
INFN Bologna and Universita’ di Bologna, Dipartimento di Fisica, Bologna, Italy
G. L. Alberghi, S. Biondi, G. Cabras, A. Cervelli, G. D’amen, S. De Castro, L. Fabbri, M. Franchini, A. Gabrielli, N. Giangiacomi, F. Lasagni Manghi, M. Romano, A. Sbrizzi, N. Semprini-Cesari, A. Sidoti, M. Sioli, K. Todome, S. Valentinetti, M. Villa, C. Vittori & A. Zoccoli
INFN Sezione di Bologna, Bologna, Italy
G. L. Alberghi, L. Bellagamba, S. Biondi, D. Boscherini, A. Bruni, G. Bruni, M. Bruschi, G. Cabras, A. Cervelli, G. D’amen, S. De Castro, L. Fabbri, M. Franchini, A. Gabrielli, B. Giacobbe, N. Giangiacomi, F. M. Giorgi, F. Lasagni Manghi, M. Negrini, A. Polini, L. Rinaldi, M. Romano, C. Sbarra, N. Semprini-Cesari, A. Sidoti, M. Sioli, R. Spighi, K. Todome, S. Valentinetti, M. Villa, C. Vittori & A. Zoccoli
Physikalisches Institut, Universität Bonn, Bonn, Germany
A. Bandyopadhyay, P. Bechtle, F. Beisiegel, A. Betti, I. Brock, J. Caudron, M. Cristinziani, W. Davey, K. Desch, C. Deutsch, J. Dingfelder, G. Gaycken, C. A. Gottardo, C. Grefe, M. C. Hansen, S. Heer, F. Hinterkeuser, M. Huebner, F. Huegging, R. M. Jacobs, J. Janssen, T. Klingl, P. T. Koenig, V. V. Kostyukhin, H. Krüger, K. Lantzsch, T. Lenz, P. Mättig, A. Melzer, R. Moles-Valls, D. Pohl, O. Ricken, L. K. Schildgen, C. Vergis, E. Von Toerne, P. Wagner, N. Wermes, S. P. Y. Yuen & R. Zhang
Department of Physics, Boston University, Boston, MA, USA
K. M. Black, J. M. Butler, K. D. Finelli, J. T. Shank, A. D. Sherman, Z. Yan & E. Yigitbasi
Department of Physics, Brandeis University, Waltham, MA, USA
C. Amelung, J. R. Bensinger, L. J. Bergsten, C. Blocker, S. Dhaliwal, D. Dodsworth, M. Goblirsch-Kolb, H. Herde, K. O’Connor, Z. M. Schillaci & G. Sciolla
Transilvania University of Brasov, Brasov, Romania
S. Popa & T. T. Tulbure
Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
C. Alexa, A. Chitan, I. A. Cioară, D. A. Ciubotaru, S. Constantinescu, M. Dobre, A. E. Dumitriu, C. Galea, A. A. Geanta, A. Jinaru, V. S. Martoiu, J. Maurer, A. Olariu, D. Pietreanu, M. Renda, M. Rotaru, G. Stoicea, G. Tarna, A. Tudorache, V. Tudorache & M. E. Vasile
Department of Physics, Alexandru Ioan Cuza University of Iasi, Iasi, Romania
C. Agheorghiesei
National Institute for Research and Development of Isotopic and Molecular Technologies, Physics Department, Cluj-Napoca, Romania
G. A. Popeneciu
West University in Timisoara, Timisoara, Romania
P. M. Gravila
Faculty of Mathematics, Physics and Informatics, Comenius University, Bratislava, Slovakia
R. Astalos, P. Bartos, T. Blazek, T. Dado, M. Dubovsky, S. Hyrych, O. Majersky, M. Melo, J. Smiesko, I. Sykora, S. Tokár & T. Ženiš
Department of Subnuclear Physics, Institute of Experimental Physics of the Slovak Academy of Sciences, Kosice, Slovak Republic
D. Bruncko, E. Kladiva, P. Murin, F. Sopkova, P. Strizenec & J. Urban
Physics Department, Brookhaven National Laboratory, Upton, NY, USA
K. Assamagan, G. Barone, M. Begel, V. Cavaliere, H. Chen, J. Elmsheuser, H. A. Gordon, K. K. Hill, Q. Hu, G. Iakovidis, A. Klimentov, V. Kouskoura, E. Lançon, F. Lanni, C. A. Lee, H. B. Liu, D. Lynn, H. Ma, T. Maeno, P. Nilsson, M. A. Nomura, D. Oliveira Damazio, J. Ouellette, D. V. Perepelitsa, M.-A. Pleier, V. Polychronakos, S. Protopopescu, S. Rajagopalan, G. Redlinger, S. Snyder, P. Steinberg, S. A. Stucci, H. Takai, A. Tricoli, A. Undrus, T. Wenaus, L. Xu & S. Ye
Departamento de Física, Universidad de Buenos Aires, Buenos Aires, Argentina
M. F. Daneri, M. R. Devesa, G. Marceca, G. Otero y Garzon & R. Piegaia
California State University, CA, USA
H. S. Bawa, Y. S. Gao, K. Grimm & J. Moss
Cavendish Laboratory, University of Cambridge, Cambridge, UK
J. R. Batley, B. H. Brunt, J. D. Chapman, J. W. Cowley, W. J. Fawcett, J. C. Hill, L.B.A.H Hommels, C. G. Lester, C. Y. Lin, C. Malone, H. A. Pacey, M. A. Parker, C. J. Potter, D. Robinson, C. P. Ward & S. Williams
Department of Physics, University of Cape Town, Cape Town, South Africa
R. J. Atkin, C. Mwewa & S. Yacoob
Department of Mechanical Engineering Science, University of Johannesburg, Johannesburg, South Africa
D. Boye, S. H. Connell, N. Govender & L. Truong
School of Physics, University of the Witwatersrand, Johannesburg, South Africa
Y. Hernández Jiménez, D. R. Hlaluku, H. Jivan, D. Kar, T. Lagouri, J. E. Mdhluli, B. R. Mellado Garcia, D. Roy, X. Ruan, E. Sideras Haddad, K. G. Tomiwa & S. E. von Buddenbrock
Department of Physics, Carleton University, Ottawa, ON, Canada
A. Bellerive, C. C. Chau, D. Di Valentino, D. Gillberg, J. Heilman, R. F. H. Hunter, A. M. Hupe, J. S. Keller, T. Koffas, A. Laurier, S. J. Lee, F. G. Oakham, N. Sherafati, M. G. Vincter, S. A. Weber & N. Zakharchuk
Faculté des Sciences Ain Chock, Réseau Universitaire de Physique des Hautes Energies - Université Hassan II, Casablanca, Morocco
D. Benchekroun, K. Bouaouda & A. Hoummada
Faculté des Sciences, Université Ibn-Tofail, Kénitra, Morocco
M. Gouighri
Faculté des Sciences Semlalia, Université Cadi Ayyad, LPHEA-Marrakech, Marrakesh, Morocco
M. El Kacimi & D. Goujdami
Faculté des Sciences, Université Mohamed Premier and LPTPM, Oujda, Morocco
J. E. Derkaoui & M. Ouchrif
Faculté des sciences, Université Mohammed V, Rabat, Morocco
S. Batlamous, R. Cherkaoui El Moursli, S. Dahbi, H. El Jarrari, F. Fassi, N. Haddad, H. Hamdaoui, Z. Idrissi & Y. Tayalati
CERN, Geneva, Switzerland
S. Alderweireldt, M. Aleksa, L. Aperio Bella, A. J. Armbruster, G. Avolio, M-S. Barisits, R. Bielski, J. Bortfeldt, J. Boyd, Q. Buat, P. Butti, W. Buttinger, N. Calace, S. Camarda, C. Camincher, S. Campana, M. D. M. Capeans Garrido, T. Carli, A. Catinaccio, A. Cattai, M. A. Chelstowska, A. S. Chisholm, A. E. C. Coimbra, A. Cortes-Gonzalez, P. Czodrowski, V. Dao, A. Dell’Acqua, P. O. Deviveiros, A. Di Girolamo, F. Dittus, A. Dudarev, M. Dührssen, M. Dyndal, T. Eifert, N. Ellis, M. Elsing, M. Errenst, P. Farthouat, P. Fassnacht, E. J. Feng, D. Francis, D. Froidevaux, L. Goossens, B. Gorini, J. Guenther, S. Guindon, S. Hageböck, R. J. Hawkings, L. Heinrich, C. Helsens, A. M. Henriques Correia, L. Hervas, A. Hoecker, M. Huhtinen, P. Iengo, T. Javůrek, J. Jovicevic, T. Klioutchnikova, A. Krasznahorkay, S. Kuehn, E. S. Kuwertz, R. J. Langenberg, M. Lassnig, G. Lehmann Miotto, B. Lenzi, L. Longo, C. A. Marin Tobon, A. Marzin, J. A. Mcfayden, L. Meng, J. Montejo Berlingen, M. Moreno Llácer, A. K. Morley, G. Mornacchi, P. Moschovakos, E. Mountricha, A. M. Nairz, M. Nessi, M. Nordberg, S. Palestini, C. E. Pandini, T. Pauly, H. Pernegger, B. A. Petersen, L. Pontecorvo, J. Poveda, M. E. Pozo Astigarraga, M. Raymond, C. Rembser, E. Ritsch, C. Rizzi, S. Roe, A. Rummler, A. Salzburger, J. Samarati, S. Schaepe, E. J. Schioppa, S. Schlenker, K. Schmieden, J. Schovancova, O. Sidiropoulou, C. A. Solans Sanchez, G. Spigo, G. A. Stewart, M. C. Stockton, H. Ten Kate, G. Unal, A. Vallier, W. Vandelli, T. Vazquez Schroeder, N. Venturi, R. Vuillermet, P. S. Wells, T. Wengler, S. Wenig, H. G. Wilkens, C. J. S. Young, D. Zanzi & L. Zwalinski
Enrico Fermi Institute, University of Chicago, Chicago, IL, USA
J. Alison, P. Bryant, R. W. Gardner, K. Hildebrand, T. R. Holmes, L. A. Horyn, Y. K. Kim, D. W. Miller, M. J. Oreglia, J. E. Pilcher, D. Schaefer, T. Seiss, M. J. Shochet, M. Swiatlowski, I. Vukotic & R. Zou
LPC, Université Clermont Auvergne, CNRS/IN2P3, Clermont-Ferrand, France
M. N. Agaras, S. Angelidakis, W. M. Barbe, D. Boumediene, D. Calvet, S. Calvet, J. Donini, F. A. Jimenez Morales, R. Madar, M. Marjanovic, E. Nibigira, D. Pallin, L. Rustige, C. Santoni, S. Senkin & F. Vazeille
Nevis Laboratory, Columbia University, Irvington, NY, USA
A. Angerami, G. Brooijmans, J. Chen, M. R. Clark, B. Cole, A. Emerman, L. B. Havener, D. J. Mahon, S. Mohapatra, I. Ochoa, J. A. Parsons, M. Rybar, Y. Tian & P. M. Tuts
Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
O. S. AbouZeid, A. Alonso, M. Bajic, G. J. Besjes, A. Camplani, M. Dam, F. A. Dias, G. Galster, J. B. Hansen, J. D. Hansen, P. H. Hansen, R. Ignazzi, J. Monk, D. S. Nielsen, T. C. Petersen, S. H. Stark, F. Thiele, C. Wiglesworth & S. Xella
Dipartimento di Fisica, Università della Calabria, Rende, Italy
M. Capua, G. Carducci, G. Crosetti, M. Del Gaudio, L. La Rotonda, F. La Ruffa, A. Mastroberardino, E. Meoni, D. Salvatore, M. Schioppa, M. Scornajenghi & E. Tassi
INFN Gruppo Collegato di Cosenza, Laboratori Nazionali di Frascati, Italy
M. Capua, G. Carducci, G. Crosetti, M. Del Gaudio, L. La Rotonda, F. La Ruffa, A. Mastroberardino, E. Meoni, D. Salvatore, M. Schioppa, M. Scornajenghi & E. Tassi
Physics Department, Southern Methodist University, Dallas, TX, USA
A. M. Deiana, M. Feickert, R. Kehoe, K. J. C. Leney, F. Lo Sterzo, M. A. McKay, R. Narayan, S. J. Sekula, R. Stroynowski, J. O. Thomas, T. Varol, P. Wang & J. Ye
Physics Department, University of Texas at Dallas, Richardson, TX, USA
J. M. Izen, B. Meirose & K. Reeves
National Centre for Scientific Research “Demokritos”, Agia Paraskevi, Greece
G. Fanourakis, T. Geralis & G. Stavropoulos
Department of Physics, Stockholm University, Stockholm, Sweden
F. Backman, L. Barranco Navarro, C. Bohm, R. M. D. Carney, C. Clement, S. Hellman, K. Jon-And, A. Kastanas, D. A. Milstead, T. Moa, P. Pasuwan, N. W. Shaikh, S. B. Silverstein, J. Sjölin, S. Strandberg, M. Ughetto, E. Valdes Santurio & V. Wallangen
Oskar Klein Centre, Stockholm, Sweden
F. Backman, L. Barranco Navarro, R. M. D. Carney, C. Clement, S. Hellman, K. Jon-And, A. Kastanas, D. A. Milstead, T. Moa, P. Pasuwan, N. W. Shaikh, J. Sjölin, S. Strandberg, M. Ughetto, E. Valdes Santurio & V. Wallangen
Deutsches Elektronen-Synchrotron DESY, Hamburg and Zeuthen, Germany
S. Amoroso, J.-H. Arling, A. Basalaev, C. Becot, J. K. Behr, D. Berge, I. Bloch, D. Boerner, F. Braren, K. Brendlinger, L. Brenner, J. T. P. Burr, S. Carrá, Y-H. Chen, T. Daubney, C. David, Y. Delabat Diaz, C. Deterre, S. Díez Cornell, B. Dutta, J. Ferrando, K. Gasnikova, P. C. F. Glaysher, A. Glazov, I. M. Gregor, K. Grevtsov, R. Gupta, S. Heim, B. Heinemann, K. H. Hiller, J. Jeong, N. Jeong, J. Katzy, V. Kitali, J. T. Kuechler, T. Kuhl, V. S. Lang, W. A. Leight, X. Li, Y. Li, E. M. Lobodzinska, X. Lou, F. Meloni, K. Mönig, R. F. Naranjo Garcia, T. Naumann, F. Nechansky, P. Pani, K. Peters, C. S. Pollard, K. Potamianos, G. Pownall, M. Queitsch-Maitland, D. M. Rauch, S. Richter, O. Rifki, M. Rimoldi, M. Robin, J. E. M. Robinson, E. Rossi, E. M. Rüttinger, M. Saimpert, C. O. Sander, S. Schmitt, J. C. Schmoeckel, M. Scodeggio, D. South, M. M. Stanitzki, M. Stegler, N. A. Styles, K. Tackmann, T. Theveneaux-Pelzer, F. Tsai, L. Valéry, A. Vishwakarma, C. Wanotayaroj & Y. C. Yap
Lehrstuhl für Experimentelle Physik IV, Technische Universität Dortmund, Dortmund, Germany
D. Cinca, J. Erdmann, E. M. Freundlich, G. Gessner, K. Kroeninger, T. Kupfer, O. Nackenhorst, I. Nitsche, L. Rustige, G. Ucchielli, J. Weingarten & S. V. Zeißner
Institut für Kern- und Teilchenphysik, Technische Universität Dresden, Dresden, Germany
C. Bittrich, D. Duschinger, T. Herrmann, M. Hils, P. Horn, F. Iltzsche, D. Kirchmeier, M. Kobel, W. F. Mader, N. Madysa, M. Maerker, J. Manjarres Ramos, S. Morgenstern, A.Nag Nag, O. Novgorodova, F. Siegert, A. Straessner, S. Todt & H. Torres
Department of Physics, Duke University, Durham, NC, USA
A. T. H. Arce, J. B. Beacham, A. Bocci, D. R. Davis, M. B. Epland, M. Feng, A. T. Goshaw, A. Kotwal, M. C. Kruse, S. H. Oh, K. Pachal, S. Sen & P. Zhao
SUPA - School of Physics and Astronomy, University of Edinburgh, Edinburgh, UK
P. J. Clark, M. Faucci Giannelli, A. Hasib, M. P. Heath, X. Hoad, C. Leonidopoulos, V. J. Martin, L. Mijović, S. Palazzo, A. Søgaard, A. Strubig, E. P. Takeva, A. J. Taylor, A. Washbrook & B. M. Wynne
INFN e Laboratori Nazionali di Frascati, Frascati, Italy
M. Antonelli, C. Arcangeletti, M. Beretta, V. Chiarella, G. Maccarrone, G. Mancini, A. Sansoni, M. Testa & E. Vilucchi
Physikalisches Institut, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany
F. Becherer, K. Becker, F. Bührer, E. Coniavitis, C. Garcia-Argos, S. Gargiulo, G. Gonella, R. Gugel, K. K. Heidegger, G. Herten, S. Hirose, D. Hohn, K. Jakobs, M. Javurkova, P. Jenni, S. Jiggins, T. Klapdor-Kleingrothaus, A. Knue, K. Köneke, O. Kuprash, U. Landgraf, A. Lösle, C. Luedtke, V. Magerl, T. Megy, P. Mogg, M. Nagel, U. Parzefall, K. Rosbach, F. Rühr, Z. Rurikova, D. Sammel, K. E. Schleicher, U. Schnoor, P. G. Scholer, M. Schumacher, D. Sperlich, C. Weiser, L. A. M. Wiik-Fuchs, B. T. Winter, J. Wollrath & S. Zimmermann
II. Physikalisches Institut, Georg-August-Universität Göttingen, Göttingen, Germany
K. Abeling, B. Achkar, H. C. Beck, M. Bindi, T. Bisanz, P. Bokan, E. Buschmann, T. Dreyer, J. Geisen, L. O. Gerlach, R. Goncalves Gama, J. Grosse-Knetter, M. Janus, G. Kawamura, S. Lai, J. C. Lange, J. D. Mellenthin, C. Nellist, S. Oerdek, T. Peiffer, I. Pokharel, A. Quadt, G. F. Rzehorz, P. Sabatini, E. Shabalina, J. W. Smith, F. Sohns, P. Stolte, R. E. Ticse Torres, J. Veatch & K. Zoch
Département de Physique Nucléaire et Corpusculaire, Université de Genève, Geneva, Switzerland
S. Adorni, E. Akilli, C. S. Amrouche, M. Benoit, A. Clark, D. Della Volpe, F. A. Di Bello, A. Dubreuil, D. Ferrere, S. Gadatsch, T. Golling, S. Gonzalez-Sevilla, G. Iacobucci, T. Iizawa, R. Jansky, T. J. Khoo, M. Kiehn, M. C. Lanfermann, A. L. Lionti, P. Mermod, H. R. Nindhito, L. Paolozzi, R. Poggi, J. A. Raine, D. Salamani, S. Schramm, A. Sfyrla, D. M. S. Sultan, M. Valente, M. Vicente Barreto Pinto, X. Wu & E. Zaffaroni
Dipartimento di Fisica, Università di Genova, Genoa, Italy
D. Barberis, E. Fumagalli, G. Gagliardi, A. Gaudiello, A. Lapertosa, H. Oide, F. Parodi, M. Sannino, C. Schiavi & C. Varni
INFN Sezione di Genova, Genoa, Italy
D. Barberis, A. Coccaro, G. Darbo, E. Fumagalli, G. Gagliardi, A. Gaudiello, C. Gemme, A. Lapertosa, P. Morettini, H. Oide, F. Parodi, S. Passaggio, L. P. Rossi, M. Sannino, C. Schiavi & C. Varni
II. Physikalisches Institut, Justus-Liebig-Universität Giessen, Giessen, Germany
D. Caforio, M. Düren, C. Heinz & H. Stenzel
SUPA - School of Physics and Astronomy, University of Glasgow, Glasgow, UK
A. A. Alshehri, R. L. Bates, A. Blue, S. K. Boutle, W. D. Breaden Madden, D. Britton, A. G. Buckley, P. J. Bussey, C. M. Buttar, G. Callea, I. A. Connelly, S. J. Crawley, A. T. Doyle, A. K. Duncan, F. Fabbri, M. J. Fenton, C. Gray, U. Gul, J. Jamieson, V. O’Shea, M. Owen, A. Robson, D. P. Spiteri, A. S. Thompson, N. Warrack, K. Wraight & D. R. Zaripovas
LPSC, Université Grenoble Alpes, CNRS/IN2P3, Grenoble INP, Grenoble, France
J. Collot, S. Crépé-Renaudin, P. A. Delsart, M. H. Genest, J-Y. Hostachy, M. Kuna, F. Ledroit-Guillon, A. Lleres, A. Lucotte, F. Malek, T. Meideck, D. M. Portillo Quintero, N. P. Readioff, J. Stark, B. Trocmé & X. Yang
Laboratory for Particle Physics and Cosmology, Harvard University, Cambridge, MA, USA
N. Asbah, S. K. Chan, K. F. Di Petrillo, M. Franklin, J. L. Gonski, J. Huth, L. Lee, M. Morii, J. Roloff, B. Tong, A. N. Tuna, A. M. Wang & S. Zambito
Department of Modern Physics and State Key Laboratory of Particle Detection and Electronics, University of Science and Technology of China, Hefei, China
R. Avramidou, Z. Barnovska-Blenessy, A. Baroncelli, C. Chen, J. Chen, J. Gao, Y. Guo, A. Hadef, K. Han, L. Han, F. He, Y. Jiang, D. Krasnopevtsev, C-Q. Li, H. Li, Q. Y. Li, J. B. Liu, M. Liu, Y. W. Liu, M. Lu, R. Ospanov, H. Peng, M. Sessa, R. Wang, W. T. Wang, W. X. Wang, Y. Wang, Y. Wu, H. Xu, G. Zhang, L. Zhang, R. Zhang, Z. Zhao, H. L. Zhu & Y. Zhu
Institute of Frontier and Interdisciplinary Science and Key Laboratory of Particle Physics and Particle Irradiation (MOE), Shandong University, Qingdao, China
M. J. Da Cunha Sargedas De Sousa, Y. Duan, C. Feng, H. Li, Z. Li, L. L. Ma, Y. Ma, C. Wang, Z. Xu, X. Yang, R. Yuan, X. Zhang, Y. Zhao & C. G. Zhu
School of Physics and Astronomy, Shanghai Jiao Tong University, KLPPAC-MoE, SKLPPC, Shanghai, China
S. L. Barnes, M. Cano Bret, J. Guo, S. Hu, C. Kato, N. Kondrashova, F. Li, J. Li, L. Li, S. Li, M. Mittal, N. Nishu, Z. Wang, H. J. Yang, E. Yatsenko & N. Zhou
Tsung-Dao Lee Institute, Shanghai, China
C. Kato, S. Li, H. J. Yang & E. Yatsenko
Kirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
V. Andrei, C. Antel, O. Brandt, M. Dunford, S. Franchino, M. P. Geisler, J. Jongmanns, M. Klassen, A. Kugel, H. Meyer Zu Theenhausen, F. Napolitano, D. I. Narrias Villar, M. Sahinsoy, H-C. Schultz-Coulon, T. M. Spieker, R. Stamen, P. Starovoitov, S. Suchek, S. M. Weber, M. Wessels & X. Yue
Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
C. F. Anders, A. E. Bolz, D. E. Ferreira de Lima, L. Helary, M. Kolb, A. Krishnan, M. Lisovyi, A. Schoening & J. Wang
Faculty of Applied Information Science, Hiroshima Institute of Technology, Hiroshima, Japan
Y. Nagasaka
Department of Physics, Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China
H. C. Cheng, M. C. Chu, L. R. Flores Castillo, J. M. Iturbe Ponce, T. S. Lau, A. Salvucci & Z. Zhang
Department of Physics, University of Hong Kong, Hong Kong, China
C. Y. Lo, D. Paredes Hernandez, A. Salvucci & Y. Tu
Department of Physics and Institute for Advanced Study, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China
K. Lie, T. Y. Ng, K. Prokofiev & A. Salvucci
Department of Physics, National Tsing Hua University, Hsinchu, Taiwan
K. Cheung, P. J. Hsu & Y. J. Lu
Department of Physics, Indiana University, Bloomington, IN, USA
P. Calfayan, K. Choi, H. Evans, C. A. Johnson, R. Kopeliansky, S. Lammers, R. A. Linck, F. Luehring, C. Meyer, G. Palacino, C. P. A. Roland & D. Zieminska
INFN Gruppo Collegato di Udine, Sezione di Trieste, Udine, Italy
B. S. Acharya, M. Cobal, M. P. Giordani, G. Giugliarelli, N. Kimura, G. Panizzo, A. Sanchez Pineda, L. Serkin & R. Soualah
ICTP, Trieste, Italy
B. S. Acharya & L. Serkin
Dipartimento Politecnico di Ingegneria e Architettura, Università di Udine, Udine, Italy
M. Cobal, M. P. Giordani, G. Giugliarelli, N. Kimura, G. Panizzo, A. Sanchez Pineda & R. Soualah
INFN Sezione di Lecce, Lecce, Italy
K. Bachas, G. Chiodini, E. Gorini, F. G. Gravili, A. Mirto, M. Primavera, M. Reale, S. Spagnolo & A. Ventura
Dipartimento di Matematica e Fisica, Università del Salento, Lecce, Italy
K. Bachas, E. Gorini, F. G. Gravili, A. Mirto, M. Reale, S. Spagnolo & A. Ventura
INFN Sezione di Milano, Milan, Italy
G. Alimonti, A. Andreazza, L. Carminati, M. Citterio, S. D’Auria, M. Fanti, D. Giugni, T. Lari, M. Lazzaroni, C. Meroni, S. Monzani, A. Murrone, L. Perini, F. Ragusa, M. G. Ratti, S. Resconi, L. Rossini, A. Stabile, G. F. Tartarelli, C. Troncon, R. T. Turra & M. Villaplana Perez
Dipartimento di Fisica, Università di Milano, Milan, Italy
A. Andreazza, L. Carminati, S. D’Auria, M. Fanti, M. Lazzaroni, A. Murrone, L. Perini, F. Ragusa, M. G. Ratti, L. Rossini, A. Stabile & M. Villaplana Perez
INFN Sezione di Napoli, Naples, Italy
A. Aloisio, M. G. Alviggi, V. Canale, G. Carlino, F. Cirotto, F. Conventi, R. De Asmundis, M. Della Pietra, C. Di Donato, A. Doria, A. Giannini, V. Izzo, M. Lavorgna, P. Massarotti, L. Merola, S. Perrella, E. Rossi & G. Sekhniaidze
Dipartimento di Fisica, Università di Napoli, Naples, Italy
A. Aloisio, M. G. Alviggi, V. Canale, F. Cirotto, M. Della Pietra, C. Di Donato, A. Giannini, M. Lavorgna, P. Massarotti, L. Merola, S. Perrella & E. Rossi
INFN Sezione di Pavia, Pavia, Italy
A. Abed Abud, E. M. Farina, R. Ferrari, G. Gaudio, G. Introzzi, A. Kourkoumeli-Charalampidi, A. Lanza, M. Livan, A. Negri, L. Pezzotti, G. Polesello, D. M. Rebuzzi, A. Rimoldi, G. Rovelli, S. Sottocornola & V. Vercesi
Dipartimento di Fisica, Università di Pavia, Pavia, Italy
A. Abed Abud, E. M. Farina, G. Introzzi, A. Kourkoumeli-Charalampidi, M. Livan, A. Negri, L. Pezzotti, D. M. Rebuzzi, A. Rimoldi, G. Rovelli & S. Sottocornola
INFN Sezione di Pisa, Pisa, Italy
A. Annovi, N. V. Biesuz, M. Calvetti, V. Cavasinni, G. Chiarelli, G. Di Gregorio, P. Francavilla, P. Giannetti, S. Leone, P. Mastrandrea, C. Roda, F. Scuri & C. L. Sotiropoulou
Dipartimento di Fisica E. Fermi, Università di Pisa, Pisa, Italy
N. V. Biesuz, M. Calvetti, V. Cavasinni, G. Di Gregorio, P. Francavilla, P. Mastrandrea, C. Roda & C. L. Sotiropoulou
INFN Sezione di Roma, Rome, Italy
F. Anulli, P. Bagnaia, M. Bauce, C. Bini, A. R. Chomont, M. Corradi, S. De Cecco, D. De Pedis, A. De Salvo, S. Falciano, S. Francescato, S. Gentile, S. Giagu, V. Ippolito, M. Kado, F. Lacava, C. Luci, L. Luminari, A. Messina, A. Nisati, E. Pasqualucci, A. Policicchio, M. Rescigno, S. Rosati, F. Safai Tehrani, C. D. Sebastiani, D. Vannicola, R. Vari & S. Veneziano
Dipartimento di Fisica, Sapienza Università di Roma, Rome, Italy
P. Bagnaia, M. Bauce, C. Bini, A. R. Chomont, M. Corradi, S. De Cecco, S. Francescato, S. Gentile, S. Giagu, V. Ippolito, M. Kado, F. Lacava, C. Luci, A. Messina, A. Policicchio, C. D. Sebastiani & D. Vannicola
INFN Sezione di Roma Tor Vergata, Rome, Italy
G. Aielli, V. Bortolotto, S. Bruno, P. Camarri, R. Cardarelli, L. Cerrito, U. De Sanctis, M. De Santis, L. Dell’Asta, A. Di Ciaccio, F. Giuli, B. Liberti, S. Loffredo, L. Massa, M. Pinamonti, L. Pizzimento & M. Vanadia
Dipartimento di Fisica, Università di Roma Tor Vergata, Rome, Italy
G. Aielli, V. Bortolotto, S. Bruno, P. Camarri, L. Cerrito, U. De Sanctis, M. De Santis, L. Dell’Asta, A. Di Ciaccio, F. Giuli, S. Loffredo, L. Massa, M. Pinamonti, L. Pizzimento & M. Vanadia
INFN Sezione di Roma Tre, Rome, Italy
M. Biglietti, F. Ceradini, V. D’Amico, B. Di Micco, A. Farilla, M. Iodice, L. Martinelli, D. Orestano, F. Petrucci, E. Rossi, G. Salamanna, V. Vecchio & M. Verducci
Dipartimento di Matematica e Fisica, Università Roma Tre, Rome, Italy
F. Ceradini, V. D’Amico, B. Di Micco, L. Martinelli, D. Orestano, F. Petrucci, E. Rossi, G. Salamanna, V. Vecchio & M. Verducci
INFN-TIFPA, Rome, Italy
F. M. Follega, G. T. Forcolin, R. Iuppa & E. Ricci
Università degli Studi di Trento, Trento, Italy
F. M. Follega, G. T. Forcolin, R. Iuppa & E. Ricci
Institut für Astro- und Teilchenphysik, Leopold-Franzens-Universität, Innsbruck, Austria
T. A. Beermann, J. Hrdinka, S. Jakobsen, E. Kneringer, A. Manousos & C. Serfon
University of Iowa, Iowa City, IA, USA
S. Argyropoulos, A. Ghosh, U. Mallik & S. Yang
Department of Physics and Astronomy, Iowa State University, Ames, IA, USA
F. An, B. Chen, C. H. Chen, J. Cochran, W. D. Heidorn, H. Jiang, N. Krumnack, B. Liu, N. Magini, D. Pluth, S. Prell, C. M. Vergel Infante, M. D. Werner & J. Yu
Joint Institute for Nuclear Research, Dubna, Russia
F. Ahmadov, I. N. Aleksandrov, V. A. Bednyakov, I. R. Boyko, I. A. Budagov, G. A. Chelkov, A. Cheplakov, M. V. Chizhov, D. V. Dedovich, M. Demichev, A. Gongadze, M. I. Gostkin, N. Huseynov, N. Javadov, S. N. Karpov, Z. M. Karpova, E. Khramov, U. Kruchonak, V. Kukhtin, E. Ladygin, V. Lyubushkin, T. Lyubushkina, S. Malyukov, M. Mineev, E. Plotnikova, I. N. Potrap, F. Prokoshin, N. A. Rusakovich, R. Sadykov, A. Sapronov, M. Shiyakova, A. Soloshenko, S. Turchikhin, V. B. Vinogradov, I. Yeletskikh, A. Zhemchugov & N. I. Zimine
Departamento de Engenharia Elétrica, Universidade Federal de Juiz de Fora (UFJF), Juiz de Fora, Brazil
A. S. Cerqueira, L. Manhaes de Andrade Filho, B. S. Peralva & M. V. Silva Oliveira
Universidade Federal do Rio De Janeiro COPPE/EE/IF, Rio de Janeiro, Brazil
Y. Amaral Coutinho, V. Araujo Ferraz, R. Araujo Pereira, M. Begalli, L. P. Caloba, J. V. Da Fonseca Pinto, W. S. Freund, C. Maidantchik & J. M. Seixas
Universidade Federal de São João del Rei (UFSJ), São João del Rei, Brazil
M. A. B. Do Vale
Instituto de Física, Universidade de São Paulo, São Paulo, Brazil
M. Donadelli & M. A. L. Leite
KEK, High Energy Accelerator Research Organization, Tsukuba, Japan
M. Aoki, K. Hanagaki, S. Higashino, T. Honda, Y. Ikegami, M. Ikeno, H. Iwasaki, J. Kanzaki, T. Kondo, Y. Makida, A. Mizukami, K. Nagano, K. Nakamura, Y. Ninomiya, S. Odaka, T. Okuyama, O. Sasaki, S. Shimizu, S. Suzuki, Y. Takubo, S. Terada, K. Tokushuku, S. Tsuno, I. Ueda, Y. Unno, J. Usui, A. Yamamoto & Y. Yasu
Graduate School of Science, Kobe University, Kobe, Japan
Y. Chen, K. Kawade, S. Kido, H. Kurashige, J. Maeda, A. Ochi, K. Takeda, K. Wakamiya, F. Yamane & Y. Yamazaki
AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Krakow, Poland
L. Adamczyk, T. Bold, W. Dabrowski, G. P. Gach, I. Grabowska-Bold, M. P. Guzik, K. W. Janas, P. A. Janus, S. Koperny, J. A. Kremer, B. Mindur, A. Ogrodnik & M. Przybycien
Marian Smoluchowski Institute of Physics, Jagiellonian University, Krakow, Poland
M. Palka & E. Richter-Was
Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland
M. Bahmani, E. Banas, P. A. Bruckman de Renstrom, J. J. Chwastowski, K. M. Ciesla, S. Czekierda, D. Derendarz, B. S. Dziedzic, A. Kaczmarska, K. Korcyl, A. B. Kowalewska, J. A. Krzysiak, K. Maj, Pa. Malecki, A. Olszewski, J. Olszowska, M. Slawinska, A. Smykiewicz, E. Stanecka, R. Staszewski, M. Trzebinski, A. Trzupek, M. W. Wolter, B. K. Wosiek, K. W. Woźniak & B. Zabinski
Faculty of Science, Kyoto University, Kyoto, Japan
S. Akatsuka, T. Kunigo, Y. Noguchi, Y. Okazaki, T. Sumida & T. Tashiro
Kyoto University of Education, Kyoto, Japan
R. Takashima
Research Center for Advanced Particle Physics and Department of Physics, Kyushu University, Fukuoka, Japan
K. Kawagoe, D. Kobayashi, S. Oda, H. Otono, S. Shirabe & J. Tojo
Instituto de Física La Plata, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
F. Alonso, F. A. Arduh, M. T. Dova, J. Hoya, F. Monticelli, G. E. Orellana & H. Wahlberg
Physics Department, Lancaster University, Lancaster, UK
A. E. Barton, I. A. Bertram, G. Borissov, E. V. Bouhova-Thacker, H. Fox, R. C. W. Henderson, R. W. L. Jones, V. Kartvelishvili, R. E. Long, P. A. Love, D. Muenstermann, A. J. Parker, B. Ristić, I. G. Sanderswood, M. Smizanska, A. S. Tee, J. Walder, A. M. Wharton, B. W. Whitmore & M. R. Yexley
Oliver Lodge Laboratory, University of Liverpool, Liverpool, UK
H. M. Borecka-Bielska, S. Burdin, W. Y. Chan, P. Dervan, M. D’Onofrio, Y. Gao, E. C. Graham, C. B. Gwilliam, H. S. Hayward, T. J. Jones, B. T. King, M. Klein, U. Klein, J. Kretzschmar, A. Mehta, N. Rompotis, M. J. Sullivan & J. H. Vossebeld
Department of Experimental Particle Physics, Jožef Stefan Institute and Department of Physics, University of Ljubljana, Ljubljana, Slovenia
V. Cindro, A. Filipčič, A. Gorišek, B. Hiti, L. Kanjir, B. P. Kerševan, G. Kramberger, I. Mandić, B. Maček, M. Mikuž, T. Novak & T. Šfiligoj
School of Physics and Astronomy, Queen Mary University of London, London, UK
L. J. Armitage, A. J. Bevan, U. Blumenschein, M. Bona, T. P. Charman, A. D’onofrio, A. A. Elliot, A. N. Fray, R. Gamboa Goni, J. M. Hays, M. P. J. Landon, S. L. Lloyd, D. A. Millar, A. Ramirez Morales & E. Rizvi
Department of Physics, Royal Holloway University of London, Egham, UK
D. K. Abhayasinghe, T. Berry, V. Boisvert, A. J. Bozson, G. Cowan, S. George, S. M. Gibson, C. R. Kilby, J. G. Panduro Vazquez, F. Pastore, F. Spanò, P. Teixeira-Dias, D. W. Thomas, S. D. Walker & L. J. Wilkins
Department of Physics and Astronomy, University College London, London, UK
A. S. Bell, J. M. Butterworth, M. Campanelli, L. D. Corpe, G. Facini, Z. J. Grout, C. Gutschow, G. G. Hesketh, V. Konstantinides, N. Konstantinidis, A. Korn, A. C. Martyniuk, L. I. McClymont, M. Montella, A. P. Morris, E. Nurse, T. Scanlon, P. Sherwood, A. Vaidya, D. R. Wardrope, B. M. Waugh & D. P. Yallup
Louisiana Tech University, Ruston, LA, USA
L. Sawyer & M. Wobisch
Fysiska institutionen, Lunds universitet, Lund, Sweden
T. P. A. Åkesson, S. S. Bocchetta, L. Bryngemark, E. E. Corrigan, C. Doglioni, K. Gregersen, E. Hansen, V. Hedberg, G. Jarlskog, C. W. Kalderon, E. Kellermann, B. Konya, E. Lytken, K. H. Mankinen, C. Marcon, J. U. Mjörnmark, G. A. Mullier, R. Poettgen, T. Poulsen, E. Skorda & O. Smirnova
Centre de Calcul de l’Institut National de Physique Nucléaire et de Physique des Particules (IN2P3), Villeurbanne, France
G. Rahal
Departamento de Física Teorica C-15 and CIAFF, Universidad Autónoma de Madrid, Madrid, Spain
M. Alvarez Estevez, F. Barreiro, S. Calvente Lopez, D. Camarero Munoz, J. Del Peso, C. Glasman & J. Terron
Institut für Physik, Universität Mainz, Mainz, Germany
L. Adam, S. Artz, J. Balz, M. Becker, P. Berta, K. Bierwagen, B. Brickwedde, V. Büscher, J. Damp, A. C. Dudder, F. Fiedler, M. Geisen, P. Gessinger-Befurt, S. Groh, H. Herr, K. B. Jakobi, C. Kahra, A. Kaluza, K. Kleinknecht, T. H. Lin, L. Masetti, S. Pataraia, S. Rave, A. Reiss, E. Rocco, J. Schaeffer, U. Schäfer, C. Schmitt, S. Schmitz, M. Schott, A. Schulte, E. Simioni, R. Simoniello, A. Sydorenko, D. Ta, S. Tapprogge, E. Tzovara, R.-J. Wang, S. Webb, M. Weirich, N. Wieseotte & A. Wolf
School of Physics and Astronomy, University of Manchester, Manchester, UK
A. Bethani, A. Bitadze, J. Crane, C. Da Via, N. S. Dann, S. Dysch, A. C. Forti, E. C. Hanson, J. Howarth, D. P. J. Lack, I. Lopez Paz, J. Masik, S. B. Menary, F. J. Munoz Sanchez, A. Oh, J. R. Pater, R. F. Y. Peters, R. H. Pickles, A. D. Pilkington, D. Price, Y. Qin, J. H. Rawling, R. T. Roberts, N. Scharmberg, S. M. Shaw, M. Vozak, F. Wilk & T. R. Wyatt
CPPM, Aix-Marseille Université, CNRS/IN2P3, Marseille, France
G. Aad, M. Barbero, G. Bartolini, N. Brahimi, A. Calandri, Y. Coadou, K. De Vasconcelos Corga, C. Diaconu, F. Djama, A. Duperrin, R. El Kosseifi, L. Feligioni, Z. Guo, G. D. Hallewell, F. Hubaut, E. B. F. G. Knoops, R. Kukla, E. Le Guirriec, E. Monnier, S. Muanza, E. Nagy, H. D. N. Nguyen, E. Petit, P. Pralavorio, A. Rozanov, M. Talby, S. Tisserant, J. Toth, L. Vacavant & R. Wolff
Department of Physics, University of Massachusetts, Amherst, MA, USA
D. C. Abbott, N. R. Bernard, B. Brau, J. C. Burzynski, R. Caminal Armadans, C. Dallapiccola, R. Di Nardo, M. S. Lutz, V. I. Martinez Outschoorn, Z. A. Meadows, E. J. W. Moyse, N. E. Pettersson, A. Picazio, G. Rosin, P. Tornambe & S. Willocq
Department of Physics, McGill University, Montreal, QC, Canada
W. S. Ahmed, A. Ambler, J. D. Bossio Sola, A. Canesse, A. J. Chuinard, F. Corriveau, T. Kwan, S. Prince, S. H. Robertson, H. L. Russell, S. Saha, S. Stärz, B. Vachon & A. Warburton
School of Physics, University of Melbourne, Victoria, Australia
E. L. Barberio, S. Goldfarb, T. Kubota, B. Le, L. H. Mason, E. F. McDonald, P. C. McNamara, M. Milesi, T. Pham, P. Rados, F. Scutti, J. Shojaii, G. N. Taylor, F. C. Ungaro & P. Urquijo
Department of Physics, University of Michigan, Ann Arbor, MI, USA
D. Amidei, T. Dai, E. B. Diehl, R. C. Edgar, C. Ferretti, P. Fleischmann, C. Geng, C. Grud, L. Guan, W. Guo, R. Hyneman, M. H. Klein, D. Levin, B. Li, H. Liu, Y. L. Liu, S. P. Mc Kee, X. T. Meng, H. A. Neal, J. Qian, T. A. Schwarz, K. Sekhon, I. Siral, S. Sun, A. S. White, Z. Xi, W. Xu, Z. Zheng, B. Zhou & J. Zhu
Department of Physics and Astronomy, Michigan State University, East Lansing, MI, USA
G. Arabidze, R. Brock, A. Chegwidden, H. De la Torre, T. Farooque, W. C. Fisher, G. Halladjian, R. Hauser, D. Hayden, J. Huston, K. Lin, M. C. Mondragon, F. H. Phillips, I. Pogrebnyak, R. Schwienhorst & C. Willis
B.I. Stepanov Institute of Physics, National Academy of Sciences of Belarus, Minsk, Belarus
S. Harkusha, Y. Kulchitsky, Y. A. Kurochkin & P. V. Tsiareshka
Research Institute for Nuclear Problems of Byelorussian State University, Minsk, Belarus
A. Hrynevich
Group of Particle Physics, University of Montreal, Montreal, QC, Canada
J-F. Arguin, G. Azuelos, T. R. V. Billoud, G. Demontigny, O. A. Ducu, B. Freund, L. G. Gagnon, C. Leroy, K. Mochizuki, T. Nguyen Manh & C. Papadatos
P.N. Lebedev Physical Institute of the Russian Academy of Sciences, Moscow, Russia
A. V. Akimov, F. Dubinin, I. L. Gavrilenko, R. Mashinistov, O. Meshkov, P. Y. Nechaeva, A. Shmeleva, V. Sinetckii, A. A. Snesarev, V. V. Sulin, V. O. Tikhomirov & K. Zhukov
Institute for Theoretical and Experimental Physics of the National Research Centre Kurchatov Institute, Moscow, Russia
A. Artamonov, A. Gavrilyuk, P. A. Gorbounov, P. B. Shatalov & I. I. Tsukerman
National Research Nuclear University MEPhI, Moscow, Russia
K. Belotskiy, N. L. Belyaev, O. Bulekov, V. A. Kantserov, A. Kurova, D. Ponomarenko, N. Proklova, A. Romaniouk, N. Smirnov, S. Yu. Smirnov, Y. Smirnov, E. Yu. Soldatov, S. Timoshenko & K. Vorobev
D.V. Skobeltsyn Institute of Nuclear Physics, M.V. Lomonosov Moscow State University, Moscow, Russia
A. S. Boldyrev, L. K. Gladilin, N. Korotkova, V. A. Kramarenko, A. S. Maevskiy, O. Meshkov, V. Sinetckii, S. Yu. Sivoklokov & L. N. Smirnova
Fakultät für Physik, Ludwig-Maximilians-Universität München, Munich, Germany
M. Adersberger, O. Biebel, G. Duckeck, F. Fischer, B. M. Flierl, D. M. Handl, N. M. Hartmann, M. G. Herrmann, R. Hertenberger, F. Hoenig, M. Holzbock, F. F. Klitzner, F. Krieter, F. Legger, C. E. Leitgeb, J. Lorenz, P. J. Lösel, T. Maier, A. Mann, A. Matic, S. Mehlhase, J. Mitrevski, R. S. P. Mueller, F. Rauscher, B. M. Schachtner, D. Schaile, C. Valderanis, J. Wagner-Kuhr & R. Walker
Max-Planck-Institut für Physik (Werner-Heisenberg-Institut), Munich, Germany
T. Barillari, S. Bethke, J. Beyer, D. Britzger, D. Duda, K. M. Ecker, P. Gadow, F. Guescini, A. Hönle, J. J. Junggeburth, A. E. Kiryunin, S. Kluth, N. M. Köhler, O. Kortner, S. Kortner, D. Krauss, H. Kroha, A. La Rosa, A. Macchiolo, S. R. Maschek, T. G. McCarthy, S. Menke, R. Nisius, H. Oberlack, B. Pearson, R. Richter, P. Rieck, R. Röhrig, N. Savic, P. Schacht, K. R. Schmidt-Sommerfeld, L. M. Scyboz, M. Spalla, S. Stonjek, A. Verbytskyi, V. M. Walbrecht & Z. Zinonos
Nagasaki Institute of Applied Science, Nagasaki, Japan
T. Fusayasu & M. Shimojima
Graduate School of Science and Kobayashi-Maskawa Institute, Nagoya University, Nagoya, Japan
Y. Horii, T. Kawaguchi, Y. Nakahama, K. Onogi, Y. Sano & M. Tomoto
Department of Physics and Astronomy, University of New Mexico, Albuquerque, NM, USA
A. Grummer & S. C. Seidel
Institute for Mathematics, Astrophysics and Particle Physics, Radboud University Nijmegen/Nikhef, Nijmegen, The Netherlands
A. Aggarwal, S. Caron, L. Colasurdo, N. De Groot, V. Fabiani, F. Filthaut, N. Ilic, A. C. König, L. Pedraza Diaz & J. F. P. Schouwenberg
Nikhef National Institute for Subatomic Physics and University of Amsterdam, Amsterdam, The Netherlands
A. Alfonsi, H. Arnold, P. J. Bakker, M. Bedognetti, S. Bentvelsen, G. J. Bobbink, L. S. Bruni, C. D. Burgard, R. Castelijn, W. S. Chan, Y. S. Chow, A. P. Colijn, V. Croft, M. De Beurs, P. de Jong, D. Denysiuk, P. Ferrari, O. Igonkina, P. Kluit, S. Liem, S. Manzoni, M. Morgenstern, B. Moser, G. Sabato, H. L. Snoek, M. Stamenkovic, B. Stapf, J. J. Teoh, I. Van Vulpen, M. J. Veen, W. Verkerke, A. T. Vermeulen, J. C. Vermeulen, M. Vreeswijk & T. M. H. Wolf
Department of Physics, Northern Illinois University, DeKalb, IL, USA
J. Adelman, E. Brost, T. J. Burch, D. Chakraborty, P. Klimek, E. W. P. Parrish, P. Saha & B. L. Stamas
Budker Institute of Nuclear Physics and NSU, SB RAS, Novosibirsk, Russia
A. V. Anisenkov, E. M. Baldin, K. Beloborodov, V. S. Bobrovnikov, A. G. Bogdanchikov, A. R. Buzykaev, V. F. Kazanin, A. G. Kharlamov, T. Kharlamova, A. L. Maslennikov, D. A. Maximov, S. V. Peleganchuk, P. Podberezko, O. L. Rezanova, A. M. Soukharev, A. A. Talyshev, Yu. A. Tikhonov & V. Zhulanov
Novosibirsk State University Novosibirsk, Novosibirsk, Russia
A. V. Anisenkov, E. M. Baldin, K. Beloborodov, V. S. Bobrovnikov, A. G. Bogdanchikov, A. R. Buzykaev, V. F. Kazanin, A. G. Kharlamov, T. Kharlamova, A. L. Maslennikov, D. A. Maximov, S. V. Peleganchuk, P. Podberezko, O. L. Rezanova, A. M. Soukharev, A. A. Talyshev, Yu. A. Tikhonov & V. Zhulanov
Institute for High Energy Physics of the National Research Centre Kurchatov Institute, Protvino, Russia
A. Borisov, E. Cheremushkina, S. P. Denisov, R. M. Fakhrutdinov, A. B. Fenyuk, D. Golubkov, A. Kamenshchikov, A. N. Karyukhin, A. S. Kozhin, A. A. Minaenko, A. G. Myagkov, V. Nikolaenko, A. Ryzhov, A. A. Solodkov, O. V. Solovyanov, E. A. Starchenko, A. M. Zaitsev & O. Zenin
Department of Physics, New York University, New York, NY, USA
K. Cranmer, A. Haas, R. Konoplich, A. I. Mincer, P. Nemethy, M. Ronzani, A. Sakharov & C. J. Treado
Ochanomizu University, Otsuka, Bunkyo-ku, Tokyo, Japan
T. Kono
Ohio State University, Columbus, OH, USA
A. Boveia, S. Che, K. K. Gan, H. Kagan, R. D. Kass, K. A. Looper, C. B. Martin, S. Shrestha & E. Tolley
Faculty of Science, Okayama University, Okayama, Japan
I. Nakano
Homer L. Dodge Department of Physics and Astronomy, University of Oklahoma, Norman, OK, USA
B. Abbott, M. Alhroob, D. C. Frizzell, N. A. Grieser, G. Gustavino, P. Gutierrez, H. Severini, Y. Shen, D. R. Shope, P. Skubic, M. Strauss, J. Stupak & Q. Wang
Department of Physics, Oklahoma State University, Stillwater, OK, USA
A. M. Burger, J. Cantero, J. Haley, W. Islam, A. Khanov & F. Rizatdinova
Palacký University, RCPTM, Joint Laboratory of Optics, Olomouc, Czech Republic
K. Cerny, L. Chytka, P. Hamal, M. Hrabovsky, T. Komarek, J. Kvita, L. Nozka & J. Pacalt
Center for High Energy Physics, University of Oregon, Eugene, OR, USA
B. W. Allen, J. Barkeloo, J. S. Bonilla, J. E. Brau, A. Dattagupta, J. J. Heinrich, L. Jeanty, S. Majewski, J. Myers, N. B. Sinev, I. M. Snyder, A. L. Steinhebel, D. M. Strom, E. Torrence, K. Whalen & F. Winklmeier
LAL, Université Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, Orsay, France
C. Adam Bourdarios, C. Agapopoulou, K. Al Khoury, C. Allaire, H. Atmani, A. Bassalat, J. B. De Vivie De Regie, D. Delgove, C. Delporte, L. Duflot, M. Escalier, L. Fayard, D. Fournier, J.-F. Grivaz, A. Guerguichon, D. Hohov, J. Hrivnac, L. Iconomidou-Fayard, A. Laudrain, A. Lounis, N. Makovec, N. Morange, M. M. Perego, P. Petroff, L. Poggioli, P. Puzo, T. Rashid, D. Rousseau, G. Rybkin, S. Sacerdoti, A. C. Schaffer, L. Serin, S. Simion, R. Tanaka, D. Varouchas, D. Zerwas & Z. Zhang
Graduate School of Science, Osaka University, Osaka, Japan
M. Hirose, H. Nanjo & K. Yajima
Department of Physics, University of Oslo, Oslo, Norway
K. Bjørke, M. K. Bugge, D. Cameron, J. R. Catmore, S. Feigl, V. Garonne, E. Gramstad, S. Hellesund, V. Morisbak, H. Oppen, F. Ould-Saada, M. Pedersen, A. L. Read, O. Røhne, H. Sandaker & K. O. H. Vadla
Department of Physics, Oxford University, Oxford, UK
L. Ambroz, G. Artoni, M. Backes, W. K. Balunas, A. J. Barr, L. Beresford, D. Bortoletto, A. M. Cooper-Sarkar, M. G. Foti, J. A. Frost, G. E. Gallardo, E. J. Gallas, C. Gwenlan, C. P. Hays, T. B. Huffman, C. Issever, J. K. K. Liu, L. Marchese, K. Nagai, M. E. Nelson, R. B. Nickerson, N. Norjoharuddeen, S. R. Paredes Saenz, M. Petrov, E. Schopf, A. Sharma, I. P. J. Shipsey, B. Stanislaus, M. Stankaityte, C. Tosciri, J.C-L. Tseng, G. H. A. Viehhauser, L. Vigani, A. R. Weidberg, R. W. Wölker, G. Zemaityte & M. Zgubič
LPNHE, Sorbonne Université, Université de Paris, CNRS/IN2P3, Paris, France
T. Beau, G. Bernardi, M. Bomben, G. Calderini, R. Camacho Toro, F. Crescioli, L. D’Eramo, F. Derue, A. Ducourthial, R. Hankache, M. W. Krasny, D. Lacour, B. Laforge, S. Laplace, A. Leopold, K. Liu, I. Luise, B. Malaescu, G. Marchiori, I. Nikolic-Audit, I. Nomidis, J. Ocariz, L. Pascual Dominguez, M. Ridel, L. Roos, A. Tarek Abouelfadl Mohamed, S. Trincaz-Duvoid & J. Zahreddine
Department of Physics, University of Pennsylvania, Philadelphia, PA, USA
S. Chen, R. A. Creager, J. R. Dandoy, W. K. Di Clemente, G. I. Dyckes, R. R. M. Fletcher, L. Flores, B. Haney, T. C. Herwig, J. Kroll, E. Lipeles, J. Machado Miguens, K. P. Mistry, J. Reichert, E. D. Resseguie, B. J. Rosser, L. Schaefer, E. Thomson, H. H. Williams & K. Yoshihara
Konstantinov Nuclear Physics Institute of National Research Centre “Kurchatov Institute”, PNPI, St. Petersburg, Russia
S. Barsov, A. Ezhilov, O. L. Fedin, V. Gratchev, M. Levchenko, V. P. Maleev, I. Naryshkin, D. Pudzha, V. A. Schegelsky, A. Shcherbakova & V. Solovyev
Department of Physics and Astronomy, University of Pittsburgh, Pittsburgh, PA, USA
R. Bi, R. M. Bianchi, J. Boudreau, N. Bruscino, B. T. Carlson, T. M. Hong, S. A. M. Merkt, J. Mueller & H. J. Stelzer
Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Lisbon, Portugal
J. A. Aguilar-Saavedra, S. P. Amor Dos Santos, J. P. Araque, N. F. Castro, P. Conde Muiño, T. Dias Do Vale, R. M. Faisca Rodrigues Pereira, M. C. N. Fiolhais, B. Galhardo, A. Gomes, R. Gonçalo, P. M. Jorge, A. Maio, E. D. Mendes Gouveia, L. F. Oleiro Seabra, A. Onofre, R. Pedro, A. P. Pereira Peixoto, H. Santos, J. G. Saraiva, M. Stolarski, A. Tavares Delgado, F. Veloso & H. Wolters
Departamento de Física, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
A. Gomes, R. Gonçalo, A. Maio, H. Santos & A. Tavares Delgado
Departamento de Física, Universidade de Coimbra, Coimbra, Portugal
M. C. N. Fiolhais, F. Veloso & H. Wolters
Centro de Física Nuclear da Universidade de Lisboa, Lisbon, Portugal
A. Maio & J. G. Saraiva
Departamento de Física, Universidade do Minho, Braga, Portugal
N. F. Castro, E. D. Mendes Gouveia & A. Onofre
Universidad de Granada, Granada, Spain
J. A. Aguilar-Saavedra
Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
J. Chudoba, J. Hejbal, O. Hladik, P. Jacka, T. Jakoubek, O. Kepka, J. Kroll, A. Kupco, M. Lokajicek, R. Lysak, M. Marcisovsky, M. Mikestikova, S. Nemecek, O. Penc, P. Sicho, P. Staroba, M. Svatos & M. Tasevsky
Czech Technical University in Prague, Prague, Czech Republic
B. Ali, K. Augsten, B. Bergmann, P. Gallus, M. Havranek, Z. Hubacek, M. Myska, R. Novotny, S. Pospisil, K. Smolek, A. Sopczak, V. Vacek, P. Vokac & V. Vrba
Charles University, Faculty of Mathematics and Physics, Prague, Czech Republic
I. Carli, T. Davidek, J. Dolejsi, Z. Dolezal, J. Faltova, P. Kodys, T. Kosek, R. Leitner, M. Mlynarikova, K. Petukhova, V. Pleskot, R. Polifka, P. Reznicek, D. Scheirich, R. Slovak, M. Spousta, M. Sykora, T. Sykora, P. Tas & V. Vorobel
Particle Physics Department, Rutherford Appleton Laboratory, Didcot, UK
T. Adye, J. T. Baines, B. M. Barnett, A. Dewhurst, J. Dopke, D. Emeliyanov, B. J. Gallop, C. N. P. Gee, S. J. Haywood, J. Kirk, S. Martin-Haugh, S. J. McMahon, R. P. Middleton, W. J. Murray, P. W. Phillips, D. P. C. Sankey, C. Sawyer, B. H. Smart, W. Song, F. J. Wickens & M. Wielers
IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
N. Andari, H. Bachacou, F. Balli, F. Bauer, N. Besson, M. Boonekamp, T. J. A. Chevalérias, L. Chevalier, F. Deliot, A. Formica, P. F. Giraud, C. Guyot, S. Hassani, F. Jeanneau, M. Khandoga, W. Kozanecki, J. F. Laporte, B. Mansoulie, J-P. Meyer, T. Moskalets, R. Nicolaidou, A. Ouraou, A. Peyaud, L. Schoeffel, Ph. Schune, Ph. Schwemling, A. Trofymov & T. Xu
Santa Cruz Institute for Particle Physics, University of California Santa Cruz, Santa Cruz, CA, USA
A. A. Affolder, M. Battaglia, C. Debenedetti, M. Gignac, A. A. Grillo, M. Hance, C. M. Helling, A. M. Litke, S. M. Mazza, J. Nielsen, J. M. P. Pasner, H.F-W. Sadrozinski, S. Schier, B. A. Schumm, A. Sciandra, A. Seiden, J. D. Shahinian, G. H. Stark & N. L. Woods
Departamento de Física, Pontificia Universidad Católica de Chile, Santiago, Chile
M. A. Diaz, J. P. Ochoa-Ricoux & S. A. Olivares Pino
Departamento de Física, Universidad Técnica Federico Santa María, Valparaíso, Chile
W. K. Brooks, E. Carquin, S. Kuleshov, J. A. Lopez, R. Pezoa, C. M. Robles Gajardo, J. E. Salazar Loyola & N. Viaux Maira
Department of Physics, University of Washington, Seattle, WA, USA
S. P. Alkire, C. Alpigiani, A. G. Goussiou, A. Hostiuc, S.-C. Hsu, A. K. Kvam, H. J. Lubatti, S. Meehan, M. L. Proffitt, J. Rothberg, J. Schaarschmidt, E. Torró Pastor, G. Watts & N. L. Whallon
Department of Physics and Astronomy, University of Sheffield, Sheffield, UK
C. Anastopoulos, M. T. Anthony, F. Cardillo, D. Costanzo, T. Cuhadar Donszelmann, I. Dawson, A. Fell, G. N. Hamity, M. C. Hodgkinson, P. Johansson, E. V. Korolkova, E. Kourlitis, K. Lohwasser, A. Lopez Solis, C. M. Macdonald, H. Mildner, P. S. Miyagawa, H. J. Moss, T. D. Powell, B. Ravina, P. Sommer, D. R. Tovey, T. Vickey, O. E. Vickey Boeriu & T. G. Zorbas
Department of Physics, Shinshu University, Nagano, Japan
Y. Hasegawa & T. Takeshita
Department Physik, Universität Siegen, Siegen, Germany
N. B. Atlay, B. Batool, P. Buchholz, A. Campoverde, I. Fleck, S. Ghasemi, I. Ibragimov, J. K. R. Meshreki, A. Rej, W. Walkowiak & M. Ziolkowski
Department of Physics, Simon Fraser University, Burnaby, BC, Canada
H. Bahrasemani, E. Drechsler, E. Dreyer, B. P. Jaeger, K. Lehmann, A. Montalbano, D. Mori, D. C. O’Neil, B. Stelzer & M. C. Vetterli
SLAC National Accelerator Laboratory, Stanford, CA, USA
T. Barklow, R. Bartoldus, C. Bernius, V. M. M. Cairo, A. R. Cukierman, N. Garelli, P. Grenier, Z. Jiang, M. Kagan, M. Kocian, T. Koi, K. Li, R. A. Mina, F. Rubbo, A. Salnikov, A. Schwartzman, D. Su, R. Teixeira De Lima, L. Tompkins, M. Wittgen, Z. Xu & C. Young
Physics Department, Royal Institute of Technology, Stockholm, Sweden
B. Lund-Jensen, C. C. Ohm, G. Ripellino, P. E. Sidebo & J. Strandberg
Departments of Physics and Astronomy, Stony Brook University, Stony Brook, NY, USA
C. P. Bee, A. Behera, T. P. Calvet, C. Hayes, J. Hobbs, P. Huo, J. Jia, L. Morvaj, G. Piacquadio, M. Rijssenbeek, R. D. Schamberger, V. Tsiskaridze, D. Tsybychev & M. Zhou
Department of Physics and Astronomy, University of Sussex, Brighton, UK
N. L. Abraham, B. M. M. Allbrooke, L. Asquith, A. Cerri, A. De Santo, M. Grandi, S. D. Jones, D. Kelsey, G. Lerner, F. Miano, B. Safarzadeh Samani, F. Salvatore, K. Shaw, M. Spina, T. J. Stevenson, K. Suruliz, M. R. Sutton, F. Tresoldi, F. Trovato, I. Vivarelli, E. Winkels & O. J. Winston
School of Physics, University of Sydney, Sydney, Australia
S. Balaji, C. J. E. Suster, K. E. Varvell, J. Wang & B. Yabsley
Institute of Physics, Academia Sinica, Taipei, Taiwan
A. Buzatu, S. Hou, S. C. Lee, R. Mazini, L. Shi & S. M. Wang
E. Andronikashvili Institute of Physics, Iv. Javakhishvili Tbilisi State University, Tbilisi, Georgia
J. Jejelava & E. G. Tskhadadze
High Energy Physics Institute, Tbilisi State University, Tbilisi, Georgia
B. Chargeishvili, T. Djobava, A. Durglishvili, J. Khubua, I. A. Minashvili, M. Mosidze & T. Zakareishvili
Department of Physics, Technion, Israel Institute of Technology, Haifa, Israel
H. Abreu, Y. Afik, R. Barnea, E. Gozani, S. Istin, E. Kajomovitz, J. Meyer, Y. Rozen & S. Tarem
Raymond and Beverly Sackler School of Physics and Astronomy, Tel Aviv University, Tel Aviv, Israel
H. Abramowicz, M. J. Alconada Verzini, L. Barak, G. Bella, Y. Benhammou, J. P. Biswal, T. Cao, H. Cohen, E. Etzion, G. Koren, D. Reikher, A. Soffer, J. Taenzer & N. M. Tamir
Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece
S. Chouridou, S. Gkaitatzis, D. Iliadis, K. Kordas, C. Lampoudis, A. Leisos, I. M. Maniatis, I. Manthos, A. Marantis, I. Maznas, C. Petridou, D. Sampsonidis, D. Sampsonidou, A. Tsirigotis, M. Tsopoulou & S. Tzamarias
International Center for Elementary Particle Physics and Department of Physics, University of Tokyo, Tokyo, Japan
S. Adachi, S. Asai, I. Chiu, Y. Enari, A. Higashida, R. Iguchi, M. Ishino, Y. Kano, Y. Kataoka, T. Kawamoto, T. Kishimoto, T. Kobayashi, C. Kozakai, K. Maekawa, T. Mashimo, T. Masubuchi, Y. Minegishi, T. Nakamura, T. Nobe, Y. Okumura, M. Saito, T. Saito, H. Sakamoto, R. Sawada, J. Tanaka, K. Terashi, K. Uchida, K. Uno, T. Yamanaka, M. Yamatani, T. Yamazaki & Y. Yang
Graduate School of Science and Technology, Tokyo Metropolitan University, Tokyo, Japan
C. Fukunaga
Department of Physics, Tokyo Institute of Technology, Tokyo, Japan
M. Ishitsuka, O. Jinnouchi, M. Kuze, K. Motohashi, M. Tanaka, D. Yamaguchi & Y. Yamaguchi
Tomsk State University, Tomsk, Russia
A. Khodinov, B. Parida & A. Vaniachine
Department of Physics, University of Toronto, Toronto, ON, Canada
S. H. Abidi, L. Adamek, O. Arnaez, S. J. Batista, J. W. S. Carter, A. F. Casha, B. M. Ciungu, K. J. R. Cormier, D. A. DeMarco, K. Dette, R. Di Sipio, J. H. Foo, S. Ketabchi Haghighat, D. P. Kisliuk, P. Krieger, R. Les, A. Liblong, A. Milic, M. L. Ojeda, R. S. Orr, T. H. Park, V. R. Pascuzzi, P. Savard, P. Sinervo, R. J. Teuscher, W. Trischuk & L. M. Veloce
TRIUMF, Vancouver, BC, Canada
S. V. Chekulaev, N. P. Hessey, K. Iordanidou, L. L. Kurchaninov, B. Lefebvre, O. Stelzer-Chilton, R. Tafirout & I. M. Trigger
Department of Physics and Astronomy, York University, Toronto, ON, Canada
A. M. Azoulay, M. J. Kareem, A. M. Rodríguez Vera, W. Y. Song & W. Taylor
Division of Physics and Tomonaga Center for the History of the Universe, Faculty of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Japan
M. Hagihara, K. Hara, S. Honda, F. Ito, H. Okawa, K. Sato & F. Ukegawa
Department of Physics and Astronomy, Tufts University, Medford, MA, USA
P. H. Beauchemin, A. S. Drobac, F. Sforza, K. Sliwa & H. Son
Department of Physics and Astronomy, University of California Irvine, Irvine, CA, USA
D. J. A. Antrim, A. Armstrong, K. T. Bauer, D. W. Casper, J. Gramling, D. Guest, A. J. Lankford, A. S. Mete, Y. W. Y. Ng, K. Ntekas, M. J. R. Olsson, M. Schernau, A. M. Soffa, A. Taffard, G. Unel & D. Whiteson
Department of Physics and Astronomy, University of Uppsala, Uppsala, Sweden
E. M. Asimakopoulou, E. Bergeaas Kuutmann, P. Bokan, R. Brenner, T. Ekelof, V. Ellajosyula, M. Ellert, A. Ferrari, M. F. Isacson, M.U.F Martensson & P. H. Sales De Bruin
Department of Physics, University of Illinois, Urbana, IL, USA
M. Atkinson, V. R. Bailey, H. Cai, Y. Cao, A. Ferrante, B. H. Hooberman, M. Khader, Y. P. Kulinich, T. M. Liss, J. D. Long, M. S. Neubauer, M. W. Phipps, A. Puri, R. Shang, A. M. Sickles, S. Tapia Araya, J. C. Zeng, M. Zhang & D. Zhong
Instituto de Física Corpuscular (IFIC), Centro Mixto Universidad de Valencia - CSIC, Valencia, Spain
D. Álvarez Piqueras, J. A. Aparisi Pozo, A. J. Bailey, S. Cabrera Urbán, F. L. Castillo, V. Castillo Gimenez, L. Cerda Alberich, M. J. Costa, C. Escobar, O. Estrada Pastor, A. Ferrer, L. Fiorini, E. Fullana Torregrosa, J. Fuster, C. García, J. E. García Navarro, S. González de la Hoz, G. R. Gonzalvo Rodriguez, E. Higón-Rodriguez, J. Jimenez Pena, C. Lacasta, J. J. Lozano Bahilo, D. Madaffari, J. Mamuzic, S. Marti-Garcia, D. Melini, M. Miñano Moya, V. A. Mitsou, S. Rodriguez Bosca, D. Rodriguez Rodriguez, A. Ruiz-Martinez, J. Salt, J. Sánchez, A. Santra, U. Soldevila, A. Valero, J. A. Valls Ferrer & M. Vos
Department of Physics, University of British Columbia, Vancouver, BC, Canada
F. Cormier, M. Danninger, W. Fedorko, C. Gay, R. L. Hayes, A. Held, S. Henkelmann, E. E. Khoda, A. Lister, S. Rettie & V. W. S. Wong
Department of Physics and Astronomy, University of Victoria, Victoria, BC, Canada
J. Albert, C. R. Anelli, Y. H. Chiu, M. Ghasemi Bostanabad, K. Hamano, E. Hill, E. F. Kay, R. Keeler, R. Kowalewski, M. Lefebvre, K. D. McLean, R. A. McPherson, J. C. Rivera Vergara, R. Sobie, M. Trovatelli & G. A. Vasquez
Fakultät für Physik und Astronomie, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
M. Haleem, V. Herget, A. Redelbach, R. Ströhmer, T. Swirski & T. Trefzger
Department of Physics, University of Warwick, Coventry, UK
J. S. Ennis, S. M. Farrington, P. F. Harrison, A. Jelinskas, T. A. Martin, C. J. McNicol, W. J. Murray, M. Spangenberg & L. Xia
Waseda University, Tokyo, Japan
T. Kaji, T. Mitani, M. Morinaga, T. Nitta, Y. Shimogama & K. Yorita
Department of Particle Physics, Weizmann Institute of Science, Rehovot, Israel
P. Balek, M. Birman, S. Bressler, Z. H. Citron, E. Duchovni, M. Dumancic, S. Ganguly, E. Gross, N. Hod, A. Ivina, D. Lellouch, L. J. Levinson, G. Mikenberg, A. Milov, M. Pitt, I. Ravinovich, D. Shaked Renous, J. Shlomi, E. Shulga, V. Smakhtin & D. Turgeman
Department of Physics, University of Wisconsin, Madison, WI, USA
Sw. Banerjee, N. P. Dang, W. Guan, A. S. Hard, Y. Heng, H. Ji, L. S. Kaplan, L. Kashif, Y. Ming, A. Pathak, M. Jr. Silva, F. Wang, W. Wiedenmann, S. L. Wu, F. Zhang, C. Zhou & G. Zobernig
Fakultät für Mathematik und Naturwissenschaften, Fachgruppe Physik, Bergische Universität Wuppertal, Wuppertal, Germany
A. A. E. Bannoura, O. Bessidskaia Bylund, G. Brandt, C. Dülsen, F. Ellinghaus, T. Flick, G. Gilles, K. Hamacher, T. Harenberg, D. Hirschbuehl, G. Jäkel, S. Kersten, N. Lehmann, M. Neumann, C. J. Riegel, A. Sahu, M. Sandhoff, F. Schroeder, M. Vogel, W. Wagner & C. Zeitnitz
Department of Physics, Yale University, New Haven, CT, USA
O. K. Baker, S. Demers, M. Paganini, M. Pettee, C. O. Shimmin, S. J. Thais, L. A. Thomsen, P. Tipton, J. G. Vasquez & C. Weber
Yerevan Physics Institute, Yerevan, Armenia
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Consortia
ATLAS Collaboration
Appendices
Appendix
Theoretical predictions
This appendix presents the theoretical predictions used for comparison with the measurements in the main body of the paper. Table 9 shows the predictions using the MMHT14nnlo68cl, NNPDF31_nnlo_as_0118, ATLASepWZ12, HERAPDF2.0, and ABMP16 PDF sets with associated PDF uncertainties.
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ATLAS Collaboration., Aad, G., Abbott, B. et al. Measurement of \(W^{\pm }\)-boson and Z-boson production cross-sections in pp collisions at \(\sqrt{s}=2.76\) TeV with the ATLAS detector. Eur. Phys. J. C 79, 901 (2019). https://doi.org/10.1140/epjc/s10052-019-7399-7
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DOI: https://doi.org/10.1140/epjc/s10052-019-7399-7
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