Literature DB >> 28260975

Scaling properties of inclusive W[Formula: see text] production at hadron colliders.

François Arleo1, Émilien Chapon1, Hannu Paukkunen2.   

Abstract

We consider the hadroproduction of W gauge bosons in their leptonic decay mode. Starting from the leading-order expressions, we show that by defining a suitable scaling variable the centre-of-mass dependence of the cross sections at the LHC energies can be essentially described by a simple power law. The scaling exponent is directly linked to the small-x behaviour of parton distribution functions (PDF) which, at the high virtualities involved in W production, is largely dictated by QCD evolution equations. This entails a particularly simple scaling law for the lepton charge asymmetry and also predicts that measurements in different collision systems (p-p, p-[Formula: see text], p-Pb Pb-Pb) are straightforwardly related. The expectations are compared with the existing data and a very good overall agreement is observed. It is shown that the PDF uncertainty in certain cross-section ratios between nearby centre-of-mass energies can be significantly reduced by taking the ratios at fixed value of the scaling variable instead of fixed rapidity.

Entities:  

Year:  2016        PMID: 28260975      PMCID: PMC5312166          DOI: 10.1140/epjc/s10052-016-4049-1

Source DB:  PubMed          Journal:  Eur Phys J C Part Fields        ISSN: 1434-6044            Impact factor:   4.590


Introduction

The production of W gauge bosons in hadronic collisions is a process which is sensitive to practically all aspects of Standard Model, from electro-weak couplings to QCD dynamics and the non-perturbative parton content of the hadrons [1]. One of the most precisely measured observables at hadron colliders is the rapidity (y) dependence of the lepton charge asymmetry, ,where the charged lepton () originates from the leptonic decay of the W boson. This observable is a useful probe of proton parton distribution functions (PDFs), in particular, to disentangle the flavour dependence [2-4] which is not well constrained by the deep inelastic scattering.1 Today, the charge asymmetry has been studied in detail by the CDF [5, 6] and D0 [7-10] experiments in p– collisions at the Tevatron as well as the ATLAS [11, 12], CMS [13, 14], and LHCb [15, 16] experiments in p–p collisions at the LHC. While the broad features of the experimental data are well captured by fixed-order perturbative QCD calculations [17, 18], the simultaneous reproduction of the D0 data in bins of different kinematic cuts is known to pose difficulties [19-22]. The first measurements of W production in p–Pb collisions have recently appeared [23-25] and various observables seem to favour the use of EPS09 nuclear PDFs (nPDFs) [26] instead of a naive superposition of free nucleon PDFs (similar conclusion can be expected in the case of other sets of nPDFs [27-29]). In addition, these measurements may also help to probe, for the first time, the flavour dependence of nuclear modifications in quark densities [23]. The production of W bosons in heavy-ion collisions is also of paramount importance. Measurements by ATLAS [30] and CMS [31] in Pb–Pb collisions have revealed that the production rate approximately scales with the number of binary nucleon-nucleon collisions. This is in sharp contrast to hadronic observables (high-transverse momentum hadrons [32-34] and jets [35-37]) which are strongly suppressed as compared to p–p collisions. Thus, the leptons from W decays are valuable “messengers” from the initial state of heavy-ion collisions and could also be used to constrain the nPDFs [38-40]. In this paper, our main focus is on the centre-of-mass energy () systematics of the production cross sections in hadronic collisions and the consequent scaling properties of the lepton charge asymmetry. First, in Sect. 2, we show how the scaling laws for absolute cross sections and charge asymmetries emerge from the relatively simple leading-order expressions. In Sect. 3 we then contrast these expectations against next-to-leading order (NLO) computations. Section 4 presents comparisons with the existing world data from LHC and Tevatron experiments as well as demonstrates how PDF uncertainties in some ratios of W cross sections can be suppressed by carefully choosing the rapidity binning. Finally, we summarise our main findings in Sect. 5.

Derivation of the scaling properties

Absolute cross sections

We consider the inclusive production of W bosons in high-energy collisions of two hadrons, and , followed by the decay of W to a charged lepton and a neutrino,At leading order, the production cross section double differential in the charged lepton rapidity y and transverse momentum reads [41, 42],where the symbols , , and refer to the fine-structure constant, the weak-mixing angle, and the elements of the Cabibbo–Kobayashi–Maskawa matrix, respectively. The mass and width of the W boson are denoted by and . The lower limit of the integral is given by and the momentum argument . The Mandelstam variables and areThe PDFs are denoted by (with and the sum runs over all flavours i, j such that the electric charges of the quarks sum up to . Since the total width of the W boson is much smaller than its mass, , we can make use of a delta-function identity , as , to perform the remaining integral in Eq. (2). We findwhere the momentum arguments of the PDFs are Let us first consider a situation with2 , that is, . In terms of a dimensionless variable (which coincides with when ),the momentum fractions in Eq. (6) become At sufficiently small x, the sea-quark densities at high should be reasonably well approximated by a power law [43]where the exponent and the normalisations should both be almost flavour independent. Such a behaviour (though not exactly a power law [44]) is expected by considering the small-x and large limit (the so-called double logarithmic approximation [45]) of Dokshitzer–Gribov–Lipatov–Altarelli–Parisi parton evolution equations [46-52] and it is also consistent with the observations in deep inelastic scattering [53] with the dependence of the exponent being roughly logarithmic. However, in the following, the “running” of does not directly show up since we will always set . For brevity, we will denote from now on. By using the approximation Eq. (10) in Eq. (4) and trading the rapidity variable y with , we findwhere is a function that does not depend explicitly on s or y. Since the expression of Eq. (4) is peaked at and the dependence of the probed momentum fractions in Eq. (6) is not particularly fierce, the x interval spanned by integration over with a typical kinematic cut remains sufficiently narrow such that approximation of Eq. (10) stays valid. Under these conditions, the scaling law in Eq. (11) holds also for -integrated cross sections,where . In the backward direction with , the appropriate scaling variable issuch thatwhere is a function that does not depend explicitly on s or y. If , then . Here, we emphasise the fact that at fixed () the x region at which the PDFs of hadron () is sampled becomes approximately independent of ; see Eq. (8). Going to forward (backward) direction pushes this region to large x where the parameterisation dependence of PDFs may be large. As a consequence, one could hope that the PDF uncertainties on cross-section ratios between two different values of would better cancel out if performed at fixed than at fixed rapidity (as has been done e.g. by LHCb collaboration [16]). At small x, the probed x regions will be different for two different ; see Eq. (9), but at large the x dependence is almost purely dictated by the DGLAP evolution (in our scaling law approximated by a power law) and less prone to PDF uncertainties. We will come back to this later on in Sect. 4.2.

Charge asymmetries

Since the dependence in Eqs. (12) and (14) is completely in the common prefactor , it follows that the lepton charge-asymmetry equation (1) should obey a particularly simple scaling law,whereand similarly for G. In other words, at fixed or , the charge asymmetry should be approximately independent of the centre-of-mass energy. In fact, here one can allow the exponent to depend also on and and it is only required that the PDFs are locally well approximated by a power law in the relevant region at small-x. Another, and also a bit surprising feature of the charge asymmetry is that at sufficiently large |y| it effectively depends only on the nucleon that is probed at large x. This follows from the facts that when |y| is sufficiently large, either or partonic process eventually dominates, and that the light-sea-quark distributions are expected to be approximately SU(2) symmetric at small x,and thus symmetric with respect to charge conjugation and isospin rotation. For example, one would expect that at large . In the case of nuclei the nPDFs are built from the free nucleon PDFs and nuclear modification factors by (see e.g. [26])where At small-x one expects modest shadowing (), which, however, should not significantly alter the scaling exponent (particularly at high involved here) and, to a good approximation, the effect of shadowing is just a slight overall downward normalisation in the absolute cross sections which should largely disappear in the case of charge asymmetry. In other words, we can encapsulate the scaling law for lepton charge asymmetry asindependently of the nature of hadron (nucleon, anti-nucleon, nucleus) probed at small x.

Scaling vs. NLO calculation

Most of our plots in the rest of the paper will use the scaling variables , which are related to the rapidity y and centre-of-mass energy via Eqs. (7) and (13). To ease the interpretation in what follows, this dependence is illustrated in Fig. 1.
Fig. 1

Relation of rapidity y and scaling variables for a few values of

Relation of rapidity y and scaling variables for a few values of Scaling exponent extracted from NLO calculations (upper panel) and its comparison with CT10NLO PDFs (lower panel) Lepton charge asymmetry in p– (), p–p (), p–Pb  () and Pb–Pb  () collisions, for (upper panel) and (lower panel) According to Eq. (10), the scaling exponent in Eq. (12) should reflect the small-x behaviour of quark distributions and it can be straightforwardly extracted from cross sections at two different centre-of-mass energies. To verify this correspondence and the consistency of our derivation, we have computed the full NLO cross sections at for p–p collisions using MCFM Monte-Carlo code [54] and CT10NLO PDFs [22]. From these cross sections, we have evaluated the effective scaling exponent bytaking and . The outcome is plotted in the upper panel of Fig. 2. To first approximation, toward large the effective scaling exponent is and independent of the lepton charge. In more detail, the scaling exponent is not exactly constant but some variation is visible which reflects the fact that the PDFs do not follow a pure power law, especially when x is not very small (at small ). The scaling exponent for tends to have more slope and to be somewhat larger than that of especially at small , which corresponds to midrapidity. This can be explained by the slightly steeper slope of the distribution in comparison to distribution (see the lower panel of Fig. 2) and the fact that production tends to be sensitive to somewhat larger values of x in the small-x side. The latter follows from the factors that multiply PDFs in Eq. (4). These, in turn, originate from the parity non-conserving W couplings to quarks and leptons. The lower panel in Fig. 2 compares the extracted exponent to the CT10NLO sea-quark PDFs. Evidently, there is a good correspondence between the scaling exponent and the behaviour of the small-x quark PDFs. We can conclude that despite the complex higher-order QCD calculations, the centre-of-mass dependence of the cross sections being discussed can be essentially captured by a simple power law.
Fig. 2

Scaling exponent extracted from NLO calculations (upper panel) and its comparison with CT10NLO PDFs (lower panel)

Let us now discuss Eq. (21) and whether the nature of the hadronic projectile or nucleus probed at small x really disappears as conjectured. To this end we have computed the lepton charge asymmetry (again, at NLO accuracy) in various collision systems at centre-of-mass energies that correspond to existing Tevatron and LHC data. The results are shown in Fig. 3. At , the curves corresponding to p–p, p–Pb and p– tend to unite, whereas in the opposite direction, , p–Pb and Pb–Pb become approximately the same. Thus, as far as theoretical NLO expectations are concerned, the scaling law of Eq. (21) turns out to be a very good approximation, though not perfect. The largest deviations in Fig. 3 are seen in the case of p– at the Tevatron energy, . There, the probed values of x for are not small enough and especially the assumption of charge-conjugation symmetric quark distributions, Eq. (17), is not particularly accurate until almost the end of phase space (e.g. corresponds to ). The p–p curve at the same centre-of-mass energy unites with the rest already at lower .
Fig. 3

Lepton charge asymmetry in p– (), p–p (), p–Pb  () and Pb–Pb  () collisions, for (upper panel) and (lower panel)

At small fixed value of , the lepton charge asymmetry in p–p collisions tends to decrease toward increasing centre-of-mass energies. This can be interpreted in terms of the slightly different scaling exponent for and production (see Fig. 2). Denoting the scaling exponent for production by , and the difference by , to a first approximation,Since , we have a conditionwhich explains the decreasing trend of lepton charge asymmetries in p–p collisions toward higher centre-of-mass energies at fixed, small .

Data and predictions

Comparison with existing data

The experimental data sets Absolute spectra of charged leptons (upper panels for , lower panels for ) in p–p () and p–Pb  () collisions for (left-hand panels), and in Pb–Pb () and p–Pb () collisions for . The data has been scaled by Lepton charge asymmetry in p– (), p–p (), p–Pb  () and Pb–Pb () collisions. The dotted curve is to guide the eye and corresponds to at The currently most accurate experimental measurements for inclusive W production from Tevatron and LHC experiments are summarised in Table 1. A direct comparison of various measurements is complicated by the kinematic cuts for lepton , missing transverse energy , and transverse mass of the neutrino–lepton system, which vary among the experiments and have to be accounted for. Here, we have chosen to “correct” the data to (the default cut in CMS measurements) by MCFM evaluating the observables first with the true cuts shown in Table 1, then with and taking the ratio (absolute cross sections) or difference (charge asymmetry). We stress that if the kinematic cuts were the same in all experiments, this step would be unnecessary. The available absolute cross sections are compared in Fig. 4. The p–p and p–Pb data are plotted together at forward rapidity (left-hand panels) and Pb–Pb and p–Pb data together at backward rapidity (right-hand panels). In these plots, the data has been scaled by a factor , where a constant value has been used for the scaling exponent as a compromise between the expected exponent at small and large ; see Fig. 2. Keeping in mind the “non-constantness” of the scaling exponent and that at forward (backward) direction the p–Pb (Pb–Pb) data are presumably affected by small-x shadowing in comparison to p–p (p–Pb), an exact match with p–p (p–Pb) is not expected. Nevertheless, there is clearly a rough correspondence between the data from different collision systems and different .
Table 1

The experimental data sets

ExperimentSystem \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\sqrt{s}$$\end{document}s (TeV)Kinematic cutsRefs.
D0p–\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\overline{\mathrm{p}}$$\end{document}p¯ 1.96 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 25 ~ \mathrm{GeV}$$\end{document}pT>25GeV, [10]
ATLASPb–Pb2.76 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 25 ~ \mathrm{GeV}$$\end{document}pT>25GeV, , \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$m_\mathrm{T} > 40 ~ \mathrm{GeV}$$\end{document}mT>40GeV [30]
CMSp–Pb5.02 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 25 ~ \mathrm{GeV}$$\end{document}pT>25GeV [23]
ALICEp–Pb5.02 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 10 ~ \mathrm{GeV}$$\end{document}pT>10GeV [24]
CMSp–p7 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 25 ~ \mathrm{GeV}$$\end{document}pT>25GeV [13]
ATLASp–p7 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 20 ~ \mathrm{GeV}$$\end{document}pT>20GeV, , \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$m_\mathrm{T} > 40 ~ \mathrm{GeV}$$\end{document}mT>40GeV [55]
LHCbp–p7 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 20 ~ \mathrm{GeV}$$\end{document}pT>20GeV [15]
LHCbp–p8 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 20 ~ \mathrm{GeV}$$\end{document}pT>20GeV [16]
CMSp–p8 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p_\mathrm{T} > 25 ~ \mathrm{GeV}$$\end{document}pT>25GeV [14]
Fig. 4

Absolute spectra of charged leptons (upper panels for , lower panels for ) in p–p () and p–Pb  () collisions for (left-hand panels), and in Pb–Pb () and p–Pb () collisions for . The data has been scaled by

The data for lepton charge asymmetries are compiled in Fig. 5. We note that some experimental uncertainties, luminosity above all, cancel in the measurement of the lepton charge asymmetries as compared to absolute cross sections. As previously, the data from p–p, p–, and Pb–Pb collisions are plotted only in the direction where they are supposed to merge with p–Pb data. To a very good approximation, the experimental data indeed line up to the same underlying curve which corresponds to the charge asymmetry in p–Pb collisions. Two CMS p–Pb data points at negative rapidities appear to lie below the NLO predictions and could potentially require additional nuclear modifications in PDFs (as also pointed out in Ref. [23]). However, the ATLAS Pb–Pb data shows no sign of such a disagreement with the theory at those values of rapidity indicating that there appears to be some tension between these two data sets and that the both data sets cannot be optimally reproduced with the same set of (nuclear) PDFs.
Fig. 5

Lepton charge asymmetry in p– (), p–p (), p–Pb  () and Pb–Pb () collisions. The dotted curve is to guide the eye and corresponds to at

The world data on lepton charge asymmetry as a function of taking We can also compress all the data into a single plot. This is done by choosing a certain reference centre-of-mass energy (we take ) and plotting the data as a function of variablesuch thatSuch a plot is shown in Fig. 6. In order to keep the plot readable Pb–Pb data is plotted only at , and p–p, p– data is plotted only at .
Fig. 6

The world data on lepton charge asymmetry as a function of taking

Ratios of (left) and (middle) spectra computed at and centre-of-mass energies. In red color are the results binned in lepton rapidity y, and in green the results binned in taking . The dashed lines indicate the prediction of scaling law Eq. (12). The right-hand panel shows the double ratio of Eq. (27) As Fig. 7 but using and
Fig. 7

Ratios of (left) and (middle) spectra computed at and centre-of-mass energies. In red color are the results binned in lepton rapidity y, and in green the results binned in taking . The dashed lines indicate the prediction of scaling law Eq. (12). The right-hand panel shows the double ratio of Eq. (27)

Cross-section ratios

In Sect. 2.1 we noted that the ratios of cross sections at two nearby at fixed values of scaling variable could become less prone to large-x PDF uncertainties in comparison to taking the ratios at fixed rapidity. To investigate this statement quantitatively, we have computed (p–p collisions, NLO precision) ratios where the predictions from scaling laws are also indicated. For comparison we evaluate the same ratios also at fixed rapidity (instead of fixed ). We have used PDF4LHC15_30NLO set of PDFs [56] available from the LHAPDF library [57]. This is a hybrid set that combines [58] information from independent PDF fits (CT14 [59], MMHT14 [60], NNPDF3.0 [61]) thereby giving a better idea of the uncertainties than when sticking to a one particular PDF provider. As Fig. 7 but using and The results are shown in Fig. 7 (, ), Fig. 8 (, ), and Fig. 9 (, ). The histograms in red indicate the outcome when the ratios are taken at fixed rapidity intervals and the green ones correspond to making the ratios at fixed (equivalent to fixed ). One can observe that in the case of production and the double ratio the PDF uncertainties indeed tend to cancel out better when the ratios are taken at fixed . For production it appears that there is no definite advantage (in the sense that PDF uncertainties would decrease) in binning as a function of . We attribute this to the fact that in the case of , the integrand (in Eq. (4)) in x is broader for production than what it is for production and the PDF uncertainties do not cancel as effectively.
Fig. 8

As Fig. 7 but using and

Fig. 9

As Fig. 7 but using and

The LHCb collaboration has recently reported [16] ratios similar to ones discussed here (though integrated over the rapidity interval ), and has observed some deviations between the measurements and NLO calculations. Our results suggest that by making the rapidity intervals equal in , the PDF uncertainties especially in the double ratio can be suppressed and the significance of the measurement thereby increased.3

Summary

We have discussed the scaling properties of inclusive charged leptons from decays of W bosons created in hadronic collisions. Based on the leading-order estimate, we have found that the dependence of cross sections in forward/backward directions at fixed value of the scaling variable should approximately obey a one-parameter power law, in which the scaling exponent is approximately independent of the lepton charge and reflects the slope of the small-x PDFs. Consequently, the lepton charge asymmetries at different centre-of-mass energies are predicted to be approximately same at fixed . Moreover, lepton charge asymmetries in different collision systems are related: at large positive (negative) y the lepton charge asymmetry depends effectively only on the nature of the forward- (backward-) going nucleon or nucleus. A comparison with the experimental data from LHC and Tevatron confirms that the derived scaling laws are indeed able to capture very well the behaviour of the data. While these scaling laws by no means serve as a replacement for accurate (NLO and beyond) calculations, the possibility of a direct comparison of various data should be useful in e.g. checking the mutual compatibility since by fixing () one forces the PDFs to be sampled at approximately the same regions of () independently of . This, as we demonstrated, can in turn be taken advantage of by reducing PDF uncertainties in ratios of cross sections measured at different . This could increase the sensitivity of the experiments e.g. to possible contributions from physics beyond the Standard Model.
  6 in total

1.  Order- alpha s corrections to observables from pp-bar-->W+X-->e+ nu X.

Authors: 
Journal:  Phys Rev D Part Fields       Date:  1991-05-01

2.  Erratum: Weak-boson production at Fermilab Tevatron energies

Authors: 
Journal:  Phys Rev D Part Fields       Date:  1989-12-01

3.  Weak-boson production at Fermilab Tevatron energies.

Authors: 
Journal:  Phys Rev D Part Fields       Date:  1989-07-01

4.  Measurement of the electron charge asymmetry in pp[over ]-->W+X-->enu+X events at sqrt[s]=1.96 TeV.

Authors:  V M Abazov; B Abbott; M Abolins; B S Acharya; M Adams; T Adams; E Aguilo; M Ahsan; G D Alexeev; G Alkhazov; A Alton; G Alverson; G A Alves; M Anastasoaie; L S Ancu; T Andeen; B Andrieu; M S Anzelc; M Aoki; Y Arnoud; M Arov; M Arthaud; A Askew; B Asman; A C S Assis Jesus; O Atramentov; C Avila; F Badaud; L Bagby; B Baldin; D V Bandurin; P Banerjee; S Banerjee; E Barberis; A-F Barfuss; P Bargassa; P Baringer; J Barreto; J F Bartlett; U Bassler; D Bauer; S Beale; A Bean; M Begalli; M Begel; C Belanger-Champagne; L Bellantoni; A Bellavance; J A Benitez; S B Beri; G Bernardi; R Bernhard; I Bertram; M Besançon; R Beuselinck; V A Bezzubov; P C Bhat; V Bhatnagar; C Biscarat; G Blazey; F Blekman; S Blessing; D Bloch; K Bloom; A Boehnlein; D Boline; T A Bolton; E E Boos; G Borissov; T Bose; A Brandt; R Brock; G Brooijmans; A Bross; D Brown; X B Bu; N J Buchanan; D Buchholz; M Buehler; V Buescher; V Bunichev; S Burdin; T H Burnett; C P Buszello; J M Butler; P Calfayan; S Calvet; J Cammin; E Carrera; W Carvalho; B C K Casey; H Castilla-Valdez; S Chakrabarti; D Chakraborty; K M Chan; A Chandra; E Cheu; F Chevallier; D K Cho; S Choi; B Choudhary; L Christofek; T Christoudias; S Cihangir; D Claes; J Clutter; M Cooke; W E Cooper; M Corcoran; F Couderc; M-C Cousinou; S Crépé-Renaudin; V Cuplov; D Cutts; M Cwiok; H da Motta; A Das; G Davies; K De; S J de Jong; E De La Cruz-Burelo; C De Oliveira Martins; J D Degenhardt; F Déliot; M Demarteau; R Demina; D Denisov; S P Denisov; S Desai; H T Diehl; M Diesburg; A Dominguez; H Dong; T Dorland; A Dubey; L V Dudko; L Duflot; S R Dugad; D Duggan; A Duperrin; J Dyer; A Dyshkant; M Eads; D Edmunds; J Ellison; V D Elvira; Y Enari; S Eno; P Ermolov; H Evans; A Evdokimov; V N Evdokimov; A V Ferapontov; T Ferbel; F Fiedler; F Filthaut; W Fisher; H E Fisk; M Fortner; H Fox; S Fu; S Fuess; T Gadfort; C F Galea; C Garcia; A Garcia-Bellido; V Gavrilov; P Gay; W Geist; D Gelé; W Geng; C E Gerber; Y Gershtein; D Gillberg; G Ginther; N Gollub; B Gómez; A Goussiou; P D Grannis; H Greenlee; Z D Greenwood; E M Gregores; G Grenier; Ph Gris; J-F Grivaz; A Grohsjean; S Grünendahl; M W Grünewald; F Guo; J Guo; G Gutierrez; P Gutierrez; A Haas; N J Hadley; P Haefner; S Hagopian; J Haley; I Hall; R E Hall; L Han; K Harder; A Harel; J M Hauptman; R Hauser; J Hays; T Hebbeker; D Hedin; J G Hegeman; A P Heinson; U Heintz; C Hensel; K Herner; G Hesketh; M D Hildreth; R Hirosky; J D Hobbs; B Hoeneisen; H Hoeth; M Hohlfeld; S Hossain; P Houben; Y Hu; Z Hubacek; V Hynek; I Iashvili; R Illingworth; A S Ito; S Jabeen; M Jaffré; S Jain; K Jakobs; C Jarvis; R Jesik; K Johns; C Johnson; M Johnson; A Jonckheere; P Jonsson; A Juste; E Kajfasz; J M Kalk; D Karmanov; P A Kasper; I Katsanos; D Kau; V Kaushik; R Kehoe; S Kermiche; N Khalatyan; A Khanov; A Kharchilava; Y M Kharzheev; D Khatidze; T J Kim; M H Kirby; M Kirsch; B Klima; J M Kohli; J-P Konrath; A V Kozelov; J Kraus; T Kuhl; A Kumar; A Kupco; T Kurca; V A Kuzmin; J Kvita; F Lacroix; D Lam; S Lammers; G Landsberg; P Lebrun; W M Lee; A Leflat; J Lellouch; J Li; L Li; Q Z Li; S M Lietti; J K Lim; J G R Lima; D Lincoln; J Linnemann; V V Lipaev; R Lipton; Y Liu; Z Liu; A Lobodenko; M Lokajicek; P Love; H J Lubatti; R Luna; A L Lyon; A K A Maciel; D Mackin; R J Madaras; P Mättig; C Magass; A Magerkurth; P K Mal; H B Malbouisson; S Malik; V L Malyshev; H S Mao; Y Maravin; B Martin; R McCarthy; A Melnitchouk; L Mendoza; P G Mercadante; M Merkin; K W Merritt; A Meyer; J Meyer; T Millet; J Mitrevski; R K Mommsen; N K Mondal; R W Moore; T Moulik; G S Muanza; M Mulhearn; O Mundal; L Mundim; E Nagy; M Naimuddin; M Narain; N A Naumann; H A Neal; J P Negret; P Neustroev; H Nilsen; H Nogima; S F Novaes; T Nunnemann; V O'Dell; D C O'Neil; G Obrant; C Ochando; D Onoprienko; N Oshima; N Osman; J Osta; R Otec; G J Otero Y Garzón; M Owen; P Padley; M Pangilinan; N Parashar; S-J Park; S K Park; J Parsons; R Partridge; N Parua; A Patwa; G Pawloski; B Penning; M Perfilov; K Peters; Y Peters; P Pétroff; M Petteni; R Piegaia; J Piper; M-A Pleier; P L M Podesta-Lerma; V M Podstavkov; Y Pogorelov; M-E Pol; P Polozov; B G Pope; A V Popov; C Potter; W L Prado da Silva; H B Prosper; S Protopopescu; J Qian; A Quadt; B Quinn; A Rakitine; M S Rangel; K Ranjan; P N Ratoff; P Renkel; S Reucroft; P Rich; J Rieger; M Rijssenbeek; I Ripp-Baudot; F Rizatdinova; S Robinson; R F Rodrigues; M Rominsky; C Royon; P Rubinov; R Ruchti; G Safronov; G Sajot; A Sánchez-Hernández; M P Sanders; B Sanghi; G Savage; L Sawyer; T Scanlon; D Schaile; R D Schamberger; Y Scheglov; H Schellman; T Schliephake; S Schlobohm; C Schwanenberger; A Schwartzman; R Schwienhorst; J Sekaric; H Severini; E Shabalina; M Shamim; V Shary; A A Shchukin; R K Shivpuri; V Siccardi; V Simak; V Sirotenko; P Skubic; P Slattery; D Smirnov; G R Snow; J Snow; S Snyder; S Söldner-Rembold; L Sonnenschein; A Sopczak; M Sosebee; K Soustruznik; B Spurlock; J Stark; J Steele; V Stolin; D A Stoyanova; J Strandberg; S Strandberg; M A Strang; E Strauss; M Strauss; R Ströhmer; D Strom; L Stutte; S Sumowidagdo; P Svoisky; A Sznajder; P Tamburello; A Tanasijczuk; W Taylor; B Tiller; F Tissandier; M Titov; V V Tokmenin; I Torchiani; D Tsybychev; B Tuchming; C Tully; P M Tuts; R Unalan; L Uvarov; S Uvarov; S Uzunyan; B Vachon; P J van den Berg; R Van Kooten; W M van Leeuwen; N Varelas; E W Varnes; I A Vasilyev; M Vaupel; P Verdier; L S Vertogradov; M Verzocchi; D Vilanova; F Villeneuve-Seguier; P Vint; P Vokac; E Von Toerne; M Voutilainen; R Wagner; H D Wahl; L Wang; M H L S Wang; J Warchol; G Watts; M Wayne; G Weber; M Weber; L Welty-Rieger; A Wenger; N Wermes; M Wetstein; A White; D Wicke; G W Wilson; S J Wimpenny; M Wobisch; D R Wood; T R Wyatt; Y Xie; S Yacoob; R Yamada; W-C Yang; T Yasuda; Y A Yatsunenko; H Yin; K Yip; H D Yoo; S W Youn; J Yu; C Zeitnitz; S Zelitch; T Zhao; B Zhou; J Zhu; M Zielinski; D Zieminska; A Zieminski; L Zivkovic; V Zutshi; E G Zverev
Journal:  Phys Rev Lett       Date:  2008-11-19       Impact factor: 9.161

5.  Vector boson production at hadron colliders: a fully exclusive QCD calculation at next-to-next-to-leading order.

Authors:  Stefano Catani; Leandro Cieri; Giancarlo Ferrera; Daniel de Florian; Massimiliano Grazzini
Journal:  Phys Rev Lett       Date:  2009-08-18       Impact factor: 9.161

6.  Parton distributions in the LHC era: MMHT 2014 PDFs.

Authors:  L A Harland-Lang; A D Martin; P Motylinski; R S Thorne
Journal:  Eur Phys J C Part Fields       Date:  2015-05-09       Impact factor: 4.590

  6 in total
  1 in total

1.  EPPS16: nuclear parton distributions with LHC data.

Authors:  Kari J Eskola; Petja Paakkinen; Hannu Paukkunen; Carlos A Salgado
Journal:  Eur Phys J C Part Fields       Date:  2017-03-16       Impact factor: 4.590

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.