Chargino and Neutralino Production at e+e- Colliders in the Complex MSSM: A Full One-Loop Analysis
S. Heinemeyer, C. Schappacher

TL;DR
This paper provides a comprehensive one-loop calculation of chargino and neutralino production cross sections in the complex MSSM at e+e- colliders, crucial for future precision measurements and searches.
Contribution
It presents the first full one-loop analysis of chargino and neutralino production in the cMSSM, including complex phase effects and photon radiation, enhancing theoretical accuracy.
Findings
One-loop corrections can increase cross sections by up to 40%.
Complex phases significantly affect production cross sections.
Full one-loop results are essential for future collider analyses.
Abstract
For the search for charginos and neutralinos in the Minimal Supersymmetric Standard Model (MSSM) as well as for future precision analyses of these particles an accurate knowledge of their production and decay properties is mandatory. We evaluate the cross sections for the chargino and neutralino production at e+e- colliders in the MSSM with complex parameters (cMSSM). The evaluation is based on a full one-loop calculation of the production mechanisms e+e- -> cha_c cha_c' and e+e- -> neu_n neu_n', including soft and hard photon radiation. We mostly restricted ourselves to a version of our renormalization scheme which is valid for |M_1| < |M_2|, |mu| and M_2 != mu to simplify the analysis, even though we are able to switch to other parameter regions and correspondingly different renormalization schemes. The dependence of the chargino/neutralino cross sections on the relevant cMSSM…
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IFT–UAM/CSIC–17-013
Chargino and Neutralino Production at Colliders
in the Complex MSSM: A Full One-Loop Analysis
S. Heinemeyer1,2,3**email: [email protected] and C. Schappacher4*†††email: [email protected]
1Campus of International Excellence UAM+CSIC, Cantoblanco, 28049, Madrid, Spain
2Instituto de Física Teórica (UAM/CSIC), Universidad Autónoma de Madrid,
Cantoblanco, 28049, Madrid, Spain
3Instituto de Física de Cantabria (CSIC-UC), 39005, Santander, Spain
4Institut für Theoretische Physik, Karlsruhe Institute of Technology,
76128, Karlsruhe, Germany (former address)
Abstract
For the search for charginos and neutralinos in the Minimal Supersymmetric Standard Model (MSSM) as well as for future precision analyses of these particles an accurate knowledge of their production and decay properties is mandatory. We evaluate the cross sections for the chargino and neutralino production at colliders in the MSSM with complex parameters (cMSSM). The evaluation is based on a full one-loop calculation of the production mechanisms and including soft and hard photon radiation. We mostly restricted ourselves to a version of our renormalization scheme which is valid for and to simplify the analysis, even though we are able to switch to other parameter regions and correspondingly different renormalization schemes. The dependence of the chargino/neutralino cross sections on the relevant cMSSM parameters is analyzed numerically. We find sizable contributions to many production cross sections. They amount roughly 10-20% of the tree-level results, but can go up to 40% or higher in extreme cases. Also the complex phase dependence of the one-loop corrections was found non-negligible. The full one-loop contributions are thus crucial for physics analyses at a future linear collider such as the ILC or CLIC.
1 Introduction
One of the important tasks at the LHC is to search for physics beyond the Standard Model (SM), where the Minimal Supersymmetric Standard Model (MSSM) [2, 3, 4] is one of the leading candidates. Two related important tasks are the investigation of the mechanism of electroweak symmetry breaking, including the identification of the underlying physics of the Higgs boson discovered at [5, 6], as well as the production and measurement of the properties of Cold Dark Matter (CDM). Here the MSSM offers a natural candidate for CDM, the Lightest Supersymmetric Particle (LSP), the lightest neutralino, [7] (see below). These three (related) tasks will be the top priority in the future program of particle physics.
Supersymmetry (SUSY) predicts two scalar partners for all SM fermions as well as fermionic partners to all SM bosons. Contrary to the case of the SM, in the MSSM two Higgs doublets are required. This results in five physical Higgs bosons instead of the single Higgs boson in the SM. These are the light and heavy -even Higgs bosons, and , the -odd Higgs boson, , and the charged Higgs bosons, . In the MSSM with complex parameters (cMSSM) the three neutral Higgs bosons mix [8, 9, 10, 11], giving rise to the -mixed states . The neutral SUSY partners of the (neutral) Higgs and electroweak gauge bosons are the four neutralinos, . The corresponding charged SUSY partners are the charginos, .
If SUSY is realized in nature and the scalar quarks and/or the gluino are in the kinematic reach of the LHC, it is expected that these strongly interacting particles are copiously produced. On the other hand, SUSY particles that interact only via the electroweak force, e.g. the charginos and neutralinos, have a much smaller production cross section at the LHC. Correspondingly, the LHC discovery potential as well as the current experimental bounds are substantially weaker.
At a (future) collider charginos and neutralinos, depending on their masses and the available center-of-mass energy, could be produced and analyzed in detail. Corresponding studies can be found for the ILC in Refs. [12, 13, 14, 15] and for CLIC in Refs. [16, 15]. (Results on the combination of LHC and ILC results can be found in Ref. [17].) Such precision studies will be crucial to determine their nature and the underlying (SUSY) parameters.
In order to yield a sufficient accuracy, one-loop corrections to the various chargino/neutralino production and decay modes have to be considered. Full one-loop calculations in the cMSSM for various chargino/neutralino decays in the cMSSM have been presented over the last years [18, 19, 20]. One-loop corrections for their production from the decay of Higgs bosons (at the LHC or ILC/CLIC) can be found in Ref. [21]. In this paper we take the next step and concentrate on the chargino/neutralino production at colliders, i.e. we calculate,
[TABLE]
Our evaluation of the two channels (1) and (2) is based on a full one-loop calculation, i.e. including electroweak (EW) corrections, as well as soft and hard QED radiation. The renormalization scheme employed is the same one as for the decay of charginos/neutralinos [18, 19, 20]. Consequently, the predictions for the production and decay can be used together in a consistent manner.
Results for the cross sections (1) and (2) at various levels of sophistication have been obtained over the last three decades. Tree-level results were published for and in the MSSM with real parameters (rMSSM) in Refs. [22, 23]. Tree-level results for the cMSSM for (using a “projector formalism”) were presented in Ref. [24]. Results for -odd observables with () were shown in Ref. [25] (including “selected box contributions”) and extended to the full contributions in Refs. [26, 27]. Vertex corrections to in the rMSSM including the contributions of were evaluated in Ref. [28], using an renormalization scheme. The results including all quark/squark contributions were shown in Ref. [29] (claiming differences to Ref. [28]). Full one-loop corrections in the rMSSM for were first presented in Ref. [30] and later in Ref. [31]. The inclusion of multi-photon emission and the implementation into an event generator was presented in Refs. [32, 33]. and were calculated at the full one-loop level in the rMSSM in Ref. [34], and later also in Ref. [35] (but without including a numerical analysis). Full one-loop results for in the rMSSM were shown in Ref. [36], where the soft SUSY-breaking parameter and the Higgs mixing parameter were renormalized on-shell (and only results for and were analyzed numerically). The latter results were extended to and in the cMSSM in Ref. [37], but only real parameters have been considered. Subsequently, full one-loop results in the cMSSM for and were obtained in Refs. [38, 39, 40, 41], but only real parameters were included in the phenomenological analysis. Finally, in Ref. [42] the effects of imaginary and absorptive parts have been analyzed for , and for a precise cMSSM parameter extraction from experiment, full one-loop corrections to and were presented (for three benchmark points) in Ref. [43]. The differences in our renormalization in the chargino/neutralino sector from the previous two papers are discussed in our Ref. [19].
In this paper we present for the first time a full and consistent one-loop calculation in the cMSSM for chargino and neutralino production at colliders. We take into account soft and hard QED radiation and the treatment of collinear divergences. Again, here it is crucial to stress that the same renormalization scheme as for the decay of charginos/neutralinos [18, 19, 20] (and for the production of charginos/neutralinos from Higgs-boson decays [21]) has been used. Consequently, the predictions for the production and decay can be used together in a consistent manner (e.g. in a global phenomenological analysis of the chargino/neutralino sector at the one-loop level. We analyze all processes w.r.t. the most relevant parameters, including the relevant complex phases. In this way we go substantially beyond the existing analyses (see above). In Sect. 2 we very briefly review the renormalization of the relevant sectors of the cMSSM and give details as regards the calculation. In Sect. 3 various comparisons with results from other groups are given. The numerical results for the production channels (1) and (2) are presented in Sect. 4. The conclusions can be found in Sect. 5.
Prolegomena
We use the following short-hands in this paper:
- •
FeynTools FeynArts + FormCalc + LoopTools.
- •
full = tree + loop.
- •
, .
- •
.
They will be further explained in the text below.
2 Calculation of diagrams
In this section we give some details regarding the renormalization procedure and the calculation of the tree-level and higher-order corrections to the production of charginos and neutralinos in collisions. The diagrams and corresponding amplitudes have been obtained with FeynArts (version 3.9) [44], using the MSSM model file (including the MSSM counterterms) of Ref. [45]. The further evaluation has been performed with FormCalc (version 9.5) and LoopTools (version 2.13) [46].
2.1 The complex MSSM
The cross sections (1) and (2) are calculated at the one-loop level, including soft and hard QED radiation; see the next section. This requires the simultaneous renormalization of the gauge-boson sector, the fermion/sfermion sector as well as the chargino/neutralino sector of the cMSSM. We give a few relevant details as regards these sectors and their renormalization. More details and the application to Higgs boson and SUSY particle decays can be found in Refs. [47, 21, 45, 48, 49, 50, 51, 18, 19, 20]. Similarly, the application to Higgs-boson production cross sections at colliders are given in Refs. [52, 53].
The renormalization of the fermion/sfermion and gauge-boson sectors follows strictly Ref. [45] and references therein (see especially Ref. [54]). This defines in particular the counterterm , as well as the counterterms for the boson mass, , and for the sine of the weak mixing angle, (with , where and denote the and boson masses, respectively).
For the fermion sector we use the default values as given in Ref. [45]. In the slepton sector we use the on-shell (OS) scheme OS[1], i.e. in the notation of [45]111 Accidentally, for our parameter set (see Tab. 2) the renormalization scheme OS[2] leads to unacceptable large loop corrections. :
[TABLE]
The chargino/neutralino sector is also described in detail in Ref. [45] and references therein; see in particular Refs. [49, 18, 19, 20]. In this paper we use mostly the CCN[1] scheme (i.e. OS conditions for the two charginos and the lightest neutralino), as implemented in the FeynArts model file MSSMCT.mod [45]. Also some CNN[] schemes (OS conditions for one chargino and two neutralinos, as implemented in MSSMCT.mod) have been used for a few comparative calculations, as will be detailed below. Either scheme fixes three out of six chargino/neutralino masses to be on-shell. The other three masses then acquire a finite shift. The one-loop masses of the remaining charginos/neutralinos are obtained from the tree-level ones via the shifts [55]:
[TABLE]
with , where the renormalization constants , , and can be found in section 3.4 of Ref. [45]. For all externally appearing chargino/neutralino masses the (shifted) “on-shell” masses are used:
[TABLE]
In order to yield UV-finite results the tree-level values and/or for all internally appearing chargino/neutralino masses in loop calculations are used. Renormalizing the two charged states OS (as done in CCN schemes), i.e. ensuring that they have the same mass at the tree- and at the loop level is (in general) crucial for the cancellation of the IR divergencies. On the other hand, CNN schemes are IR divergent if an externally appearing chargino is not chosen OS.
The CCN[1] scheme defines in particular the counterterm , where denotes the Higgs mixing parameter. This scheme yields numerically stable results for and , i.e. the lightest neutralino is bino-like and defines the counterterm for [18, 19, 20, 56]. In the numerical analysis this mass pattern holds. Switching to a different mass pattern, e.g. with and/or requires one to switch to a different renormalization scheme [45, 56]. While these schemes are implemented into the FeynArts/FormCalc framework [45], so far no automated choice of the renormalization scheme has been devised. For simplicity we stick (mostly) to the CCN[1] scheme with a matching choice of SUSY parameters; see Sect. 4.1.
2.2 Contributing diagrams
Sample diagrams for the process are shown in Fig. 1 and for the process in Fig. 2. Not shown are the diagrams for real (hard and soft) photon radiation. They are obtained from the corresponding tree-level diagrams by attaching a photon to the (incoming/outgoing) electron or chargino. The internal particles in the generically depicted diagrams in Figs. 1 and 2 are labeled as follows: can be a SM fermion , chargino or neutralino ; can be a sfermion or a Higgs (Goldstone) boson (); denotes the ghosts ; can be a photon or a massive SM gauge boson, or . We have neglected all electron–Higgs couplings and terms proportional to the electron mass whenever this is safe, i.e. except when the electron mass appears in negative powers or in loop integrals. We have verified numerically that these contributions are indeed totally negligible. For internally appearing Higgs bosons no higher-order corrections to their masses or couplings are taken into account; these corrections would correspond to effects beyond one-loop order.222 We found that using loop corrected Higgs boson masses in the loops leads to a UV divergent result.
Moreover, in general, in Figs. 1 and 2 we have omitted diagrams with self-energy type corrections of external (on-shell) particles. While the contributions from the real parts of the loop functions are taken into account via the renormalization constants defined by OS renormalization conditions, the contributions coming from the imaginary part of the loop functions can result in an additional (real) correction if multiplied by complex parameters. In the analytical and numerical evaluation, these diagrams have been taken into account via the prescription described in Ref. [45].
Within our one-loop calculation we neglect finite width effects that can help to cure threshold singularities. Consequently, in the close vicinity of those thresholds our calculation does not give a reliable result. Switching to a complex mass scheme [57] would be another possibility to cure this problem, but its application is beyond the scope of our paper.
The tree-level formulas and are rather lengthy and can be found elsewhere [22, 23]. Concerning our evaluation of we define:
[TABLE]
if not indicated otherwise. Differences between the two charge conjugated processes can appear at the loop level when complex parameters are taken into account, as will be discussed in Sect. 4.2. We furthermore define the asymmetry for the non-diagonal chargino production (see Ref. [26] for details),
[TABLE]
This asymmetry will be used for a comparison with previous calculations and for an evaluation of the effects of the complex phases.
2.3 Ultraviolet, infrared and collinear divergences
As regularization scheme for the UV divergences we have used constrained differential renormalization [58], which has been shown to be equivalent to dimensional reduction [59] at the one-loop level [46]. Thus the employed regularization scheme preserves SUSY [60, 61] and guarantees that the SUSY relations are kept intact, e.g. that the gauge couplings of the SM vertices and the Yukawa couplings of the corresponding SUSY vertices also coincide to one-loop order in the SUSY limit. Therefore no additional shifts, which might occur when using a different regularization scheme, arise. All UV divergences cancel in the final result.
Soft photon emission implies numerical problems in the phase space integration of radiative processes. The phase space integral diverges in the soft energy region where the photon momentum becomes very small, leading to infrared (IR) singularities. Therefore the IR divergences from diagrams with an internal photon have to cancel with the ones from the corresponding real soft radiation. We have included the soft photon contribution via the code already implemented in FormCalc following the description given in Ref. [62]. The IR divergences arising from the diagrams involving a photon are regularized by introducing a photon mass parameter, . All IR divergences, i.e. all divergences in the limit , cancel once virtual and real diagrams for one process are added. We have numerically checked that our results do not depend on or on defining the energy cut that separates the soft from the hard radiation. As one can see from the example in Fig. 3 this holds for several orders of magnitude. Our numerical results below have been obtained for fixed .
Numerical problems in the phase space integration of the radiative process arise also through collinear photon emission. Mass singularities emerge as a consequence of the collinear photon emission off massless particles. But already very light particles (such as electrons) can produce numerical instabilities. For the treatment of collinear singularities in the photon radiation off initial state electrons and positrons we used the phase space slicing method [63], which is not (yet) implemented in FormCalc and therefore we have developed and implemented the code necessary for the evaluation of collinear contributions; see also Refs. [52, 53].
In the phase space slicing method, the phase space is divided into regions where the integrand is finite (numerically stable) and regions where it is divergent (or numerically unstable). In the stable regions the integration is performed numerically, whereas in the unstable regions it is carried out (semi-) analytically using approximations for the collinear photon emission.
The collinear part is constrained by the angular cut-off parameter , imposed on the angle between the photon and the (in our case initial state) electron/positron.
The differential cross section for the collinear photon radiation off the initial state pair corresponds to a convolution
[TABLE]
with denoting the splitting function of a photon from the initial pair. The electron momentum is reduced (because of the radiated photon) by the fraction such that the center-of-mass frame of the hard process receives a boost. The integration over all possible factors is constrained by the soft cut-off , to prevent over-counting in the soft energy region.
We have numerically checked that our results do not depend on the angular cut-off parameter over several orders of magnitude; see the example in Fig. 4. Our numerical results below have been obtained for fixed .
The one-loop corrections of the differential cross section are decomposed into the virtual, soft, hard, and collinear parts as follows:
[TABLE]
The hard and collinear parts have been calculated via Monte Carlo integration algorithms of the CUBA library [64] as implemented in FormCalc [46].
3 Comparisons
In this section we present the comparisons with results from other groups in the literature for chargino/neutralino production in collisions. These comparisons were mostly restricted to the MSSM with real parameters. The level of agreement of such comparisons (at one-loop order) depends on the correct transformation of the input parameters from our renormalization scheme into the schemes used in the respective literature, as well as on the differences in the employed renormalization schemes as such. In view of the non-trivial conversions and the large number of comparisons such transformations and/or change of our renormalization prescription is beyond the scope of our paper.
- •
In Refs. [22, 23] the processes and have been calculated in the rMSSM at tree level. Because our tree-level results are in good agreement with other groups (see below), we omitted a comparison with Refs. [22, 23].
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Tree-level results in the cMSSM for (polarized) (using a “projector formalism”) were presented in Ref. [24]. As input we used their parameter sets “” and “”, but it should be noted that they gave no SM input parameters. In Fig. 5 we show our calculation in comparison to their Figs. 6a,b where we find good agreement with their results. The small differences can be explained with the different SM input parameters.
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In Ref. [25] the process () has been computed in the cMSSM (including “selected box contributions”) and extended to the full contributions in Refs. [26, 27]. We performed a comparison with Ref. [26] using their input parameters (as far as possible). They also used (older versions of) FeynTools for their calculations. We find good agreement with their Fig. 3; as can be seen in our Fig. 6, where we show the -odd observable ; see Eq. (7). While the box contributions to and the full results are in good agreement, the self-energy and vertex contributions differ significantly. However, here it should be noted that we have included the absorptive parts from self-energy type contributions via additional renormalization constants (see Refs. [45, 49]) and not via the self-energy diagrams by themselves, which explains the large differences in the pure “self” and “vert” parts. But in combination the results are in agreement as expected. It should also be noted that is very sensitive to the input parameters, explaining the small differences in the box and full results.
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Radiative corrections to chargino production in electron–positron collisions in the rMSSM were analyzed in Ref. [28]. The vertex corrections to in the approximation of contributions were evaluated, using an renormalization scheme. It should be noted that Ref. [29] (see the next item) claimed differences to Ref. [28]. In addition this paper is (more or less) a prelude to Refs. [31, 41], therefore we omitted a comparison with Ref. [28].
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In Ref. [29] the process including all quark/squark contributions in the self-energy and vertex corrections has been calculated in the rMSSM. It should be noted that the authors claimed that the calculation of the cross section including only loops as presented in Ref. [28] is not a reasonable approximation in general. We used their input parameters (i.e. scenarios G1 and H1) as far as possible (no SM parameters have been given)333 As SM parameters we chose the PDG values from 1998.
and reproduced Fig. 1(a) and Fig. 3 of Ref. [29], where had been evaluated. Our results are shown in Fig. 7. As in Ref. [29] we also include only the (s)quark contributions for this comparison. We are in very good qualitative agreement and the loop corrections differ numerically less than . The reasons for these small differences can again be found in the different renormalization schemes and SM input parameters.
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Full one-loop corrections in the rMSSM for were presented in Ref. [30]. Because Ref. [30] is only an extract from Ref. [34] (see the corresponding item below), we omitted a comparison with Ref. [30].
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In Ref. [31] the (weak) one-loop contributions of the rMSSM to the process have been calculated, i.e. neglecting the pure QED corrections involving photon loops and radiation. The calculation has been performed within the scheme for polarized electrons and charginos. We used their input parameters (benchmark point C model) as far as possible and reproduced Fig. 3 and Fig. 4 of Ref. [31] in our Fig. 8. While we are in good qualitative agreement the loop corrections differ numerically. Besides the different renormalization schemes the main reason is that we must keep the QED corrections for UV finiteness in our on-shell scheme. Although we subtracted the leading QED logarithms (by hand) for the comparison the differences are quite large, rendering this comparison not significant.
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The inclusion of multi-photon emission in and the implementation into an NLO event generator was presented in Ref. [32, 33]. As input parameters they used the SUSY parameter point SPS; see Ref. [65]. We also used the parameter point SPS but translated from the to on-shell values and reproduced successfully Fig. 7 of Ref. [32] in our Fig. 9. Our one-loop results are in reasonable agreement with the ones in Ref. [32] within . The small difference can be easily explained with the different renormalization schemes, slightly different input parameters, and the different treatment of the photon bremsstrahlung, where they have included multi-photon emission while we kept our calculation at .
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Ref. [34] is the source of Ref. [30] (see the corresponding previous item), dealing with chargino and neutralino production in the rMSSM. A comparison with Fig. 6.13 of Ref. [34] is given in our Fig. 10, where we show as a function of for two numerical scenarios (used in the original Fig. 6.13).444 It should be noted that denotes the (large) initial state radiation , whereas the hard and collinear photon radiation had been neglected in Ref. [34].
Using their input parameters and our CNN[2,1,3] scheme (which appears closest to their renormalization scheme) we are in rather good agreement for , while only in very rough agreement for . This can be explained with the different renormalization schemes, especially with the different renormalization of , which in Ref. [34] is defined via the imaginary part of the self-energy. Furthermore, is very sensitive to the loop corrections.
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Ref. [35] deals with “prototype graphs” for radiative corrections to polarized chargino or neutralino production in electron–positron annihilation. This paper contains no numerical analysis, rendering a comparison impossible.
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In Ref. [36] the “full” one-loop corrections to neutralino pair production in the rMSSM were analyzed numerically including QED corrections. They used (older versions of) FeynTools for their calculations but implemented their own on-shell renormalization procedure. In their analysis they show “full” corrections but without initial state radiation. The authors extended their analysis to and in Ref. [37] in the cMSSM, making some improvements also concerning the photon radiation. Therefore, we skip the comparison with Ref. [36], but focus on Ref. [37]. We used their input parameters (i.e. the real on-shell parameter set of the SUSY parameter point SPS, see Ref. [65]) as far as possible and reproduced their Figs. 7–11 in our Fig. 11. Qualitatively we are in good agreement with Ref. [37], but our (relative) one-loop results are numerically only roughly in agreement with their results within . The differences can be explained (besides the different renormalization schemes) with the fact that they used an “” scheme, that yields particularly large corrections, w.r.t. our scheme (these effects were known already for a long time, see Refs. [66, 67], where the different renormalizations even yielded a different sign of the one-loop corrections). They also included higher order contributions into their initial state radiation while we kept our calculation at .
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In Ref. [38, 39, 40] the processes and have been calculated in the cMSSM, but only real parameters were included in the phenomenological analysis. Unfortunately, in Refs. [38, 39] not sufficient information about their input parameters where given, rendering a comparison impossible. On the other hand, both papers are contained in Ref. [40]. For the comparison with Ref. [40] we successfully reproduced their Tab. 7.1 (see our Tab. 1) and their Figs. 6.7, 7.2 and 7.3 (see our Fig. 12, where we show some examples). The (expected) small differences at are likely caused by the slightly different renormalization scheme. An exception is , where the tree-level cross section is accidentally very small, resulting in a larger deviation of the one-loop corrections.
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Finally, Ref. [41] is (more or less) an extension to Ref. [31] (see the corresponding previous item), dealing with polarized electrons and charginos and with multi-photon bremsstrahlung in the rMSSM. The authors claimed that they are in reasonable agreement with Ref. [37] within . We used their input parameters as far as possible and reproduced their Fig. 6 in our Fig. 13. The relative corrections agree (away from the production threshold) better than . The differences arise for the same reasons as already described in the comparison with Ref. [37], see the corresponding item above.
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The effects of imaginary and absorptive parts were analyzed for in Ref. [42]. The differences in the renormalization of the chargino/neutralino sector between Ref. [42] and our work are discussed in Ref. [19]. The chargino/neutralino production in the cMSSM at the full one-loop level has been numerically compared with Ref. [42] using their latest FeynArts model file implementation. We found overall agreement better than 4% (in the most cases better than 1%) in the loop corrections for real and complex parameters.555 It should be noted that the original code used for Ref. [42] is no longer available [68], where we found significant numerical differences with the results shown in Ref. [42].
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For the precise extraction of the underlying SUSY parameters, in Ref. [43] has been calculated at the full one-loop level for three cMSSM benchmark points. As in the previous point, the differences in the renormalization of the chargino/neutralino sector between Ref. [43] and our work are discussed in Ref. [19]. Again, using their latest FeynArts model file implementation, we found overall agreement better than 2% in the loop corrections. But we found significant numerical differences with the results shown in Ref. [43], as already noted in the previous item.
To conclude, we found good agreement with the literature where expected, and the encountered differences can be traced back to different renormalization schemes, corresponding mismatches in the input parameters and small differences in the SM parameters. After comparing to the existing literature we would like to stress again that here we present for the first time a full one-loop calculation of and in the cMSSM, using the scheme that was employed successfully already for the full one-loop decays of the (produced) charginos and neutralinos. The two calculations can readily be used together for the full production and decay chain.
4 Numerical analysis
In this section we present our numerical analysis of chargino/neutralino production at colliders in the cMSSM. In the figures below we show the cross sections at the tree level (“tree”) and at the full one-loop level (“full”), which is the cross section including all one-loop corrections as described in Sect. 2. The CCN[1] scheme (i.e. OS conditions for the two charginos and the lightest neutralino) has been used for most evaluations. For comparative calculations also some CNN[] schemes (OS conditions for one chargino and two neutralinos) have been used, as indicated below.
We first define the numerical scenario for the cross section evaluation. Then we start the numerical analysis with the cross sections of () in Sect. 4.2, evaluated as a function of (up to , shown in the upper left plot of the respective figures), (starting at up to , shown in the upper right plots), (from 200 to 2000 GeV, lower left or middle plots) and (between and , lower right or middle plots). In some cases also the dependence is shown. Then we turn to the processes () in Sect. 4.3. All these processes are of particular interest for ILC and CLIC analyses [12, 13, 14, 16] (as emphasized in Sect. 1).
4.1 Parameter settings
The renormalization scale has been set to the center-of-mass energy, . The SM parameters are chosen as follows; see also [69]:
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Fermion masses (on-shell masses, if not indicated differently):
[TABLE]
According to Ref. [69], is an estimate of a so-called ”current quark mass” in the scheme at the scale . is the ”running” mass in the scheme and is the bottom quark mass. and are effective parameters, calculated through the hadronic contributions to
[TABLE]
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Gauge-boson masses:
[TABLE]
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Coupling constant:
[TABLE]
The SUSY parameters are chosen according to the scenario , shown in Tab. 2. This scenario is viable for the various cMSSM chargino/neutralino production modes, i.e. not picking specific parameters for each cross section. They are in particular in agreement with the chargino and neutralino searches of ATLAS [71] and CMS [72].
It should be noted that higher-order corrected Higgs boson masses do not enter our calculation.666 Since we work in the MSSM with complex parameters, is chosen as input parameter, and higher-order corrections affect only the neutral Higgs boson spectrum; see Ref. [73] for the most recent evaluation.
However, we ensured that over larger parts of the parameter space the lightest Higgs boson mass is around to indicate the phenomenological validity of our scenarios. In our numerical evaluation we will show the variation with , , , and , the phase of . The dependence of turned out to be rather small, therefore we show it only in a few cases, where it is of special interest.
Concerning the complex parameters, some more comments are in order. Potentially complex parameters that enter the chargino/neutralino production cross sections at tree-level are the soft SUSY-breaking parameters and as well as the Higgs mixing parameter . However, when performing an analysis involving complex parameters it should be noted that the results for physical observables are affected only by certain combinations of the complex phases of the parameters , the trilinear couplings and the gaugino mass parameters [74, 75]. It is possible, for instance, to rotate the phase away. Experimental constraints on the (combinations of) complex phases arise, in particular, from their contributions to electric dipole moments of the electron and the neutron (see Refs. [76, 77] and references therein), of the deuteron [78] and of heavy quarks [79]. While SM contributions enter only at the three-loop level, due to its complex phases the MSSM can contribute already at one-loop order. Large phases in the first two generations of sfermions can only be accommodated if these generations are assumed to be very heavy [80] or large cancellations occur [81]; see, however, the discussion in Ref. [82]. A review can be found in Ref. [83]. Recently additional constraints at the two-loop level on some phases of SUSY models have been investigated in Ref. [84]. Accordingly (using the convention that , as done in this paper), in particular, the phase is tightly constrained [85], and we set it to zero. On the other hand, the bounds on the phases of the third-generation trilinear couplings are much weaker. Consequently, the largest effects on the neutralino production cross sections at the tree-level are expected from the complex gaugino mass parameter , i.e. from . At the loop level the largest effects are expected from contributions involving large Yukawa couplings, and thus potentially has the strongest impact. This motivates our choice of and as parameters to be varied.
Since now complex parameters can appear in the couplings, contributions from absorptive parts of self-energy type corrections on external legs can arise. The corresponding formulas for an inclusion of these absorptive contributions via finite wave function correction factors can be found in Refs. [45, 49].
The numerical results shown in the next subsections are of course dependent on the choice of the SUSY parameters. Nevertheless, they give an idea of the relevance of the full one-loop corrections.
4.2 The process
The process is shown in Fig. 14. It should be noted that for decreasing cross sections are expected; see Ref. [22]. If not indicated otherwise, unpolarized electrons and positrons are assumed. We also remind the reader that denotes the sum of the two charge conjugated processes ; see Eq. (6).
In the analysis of the production cross section as a function of (upper left plot) we find the expected behavior: a strong rise close to the production threshold, followed by a decrease with increasing . We find a very small shift w.r.t. around the production threshold. Away from the production threshold, loop corrections of at and at are found in scenario (see Tab. 2), with a “tree crossing” (i.e. where the loop corrections become approximately zero and therefore cross the tree-level result) at . The relative size of loop corrections increase with increasing (and decreasing ) and reach at .
With increasing in (upper right plot) we find a strong decrease of the production cross section, as can be expected from kinematics, discussed above. The relative loop corrections in reach at (at the border of the experimental limit), at (i.e. ) and at . In the latter case these large loop corrections are due to the (relative) smallness of the tree-level results, which goes to zero for (i.e. the chargino production threshold).
The cross section as a function of () is shown in the lower left plot of Fig. 14. This mass parameter controls the -channel exchange of first generation sleptons at tree-level. First a small decrease down to fb can be observed for . For larger the cross section rises up to fb for . In scenario we find a substantial increase of the cross sections from the loop corrections. They reach the maximum of at with a nearly constant offset of about fb for higher values of .
Due to the absence of in the tree-level production cross section the effect of this complex phase is expected to be small. Correspondingly we find that the phase dependence of the cross section in our scenario is tiny. The loop corrections are found to be nearly independent of at the level below in . We also show the variation with , which enter via final state vertex corrections. While the variation with is somewhat larger than with , it remains tiny and unobservable.
In Fig. 15 we present the cross sections . In the analysis as a function of (upper left plot) we find as before a tiny shift w.r.t. , where the position of the maximum cross section shifts by about . The relative corrections are found to be of at (i.e. ), and at . The peak (hardly visible in the dotted line) at is the production threshold .
The dependence on (upper row, right plot) is nearly linear, and mostly due to kinematics. The loop corrections are at , at (i.e. ), and at where the tree level goes to zero (i.e. the chargino production threshold). These large loop corrections are again due to the (relative) smallness of the tree-level results at .
As a function of (middle left plot) the cross section is rather flat for M_{\tilde{L}}\;\raisebox{-3.00003pt}{\stackrel{{\scriptstyle\displaystyle>}}{{\sim}}}\;800\,\,\mathrm{GeV}. The relative corrections increase from at to at , with a tree crossing at .
The dependence on (middle right plot) is again very small, the loop corrections are found to be nearly independent of below the level of . We show separately the cross sections for and . As the inlay shows they differ from each other, but only at an (experimentally indistinguishable) level of . In addition we also show here the dependence on , which turns out to be substantially larger than the effects of . They are found at the level of , most likely below the level of observation.
For this production channel we also show the variation with in the lower left plot of Fig. 15. From and fb the cross section decreases to fb at . The size of the loop corrections varies from to from low to high .
In addition, here we show in the lower right plot of Fig. 15 the -odd observable , see Eq. (7), varied with the complex phases and . However, for our parameter set the asymmetries turn out to be very small, well below , hardly measurable in future collider experiments.
We finish the analysis in Fig. 16 in which the results for are displayed. As a function of (upper left plot) we find a maximum of fb at . The loop corrections are at (i.e. ), and at .
In , but with varied (upper right plot) we find the highest values of fb at the lowest mass scales, going to zero for due to kinematics. The relative corrections are at and at (i.e. ), with a tree crossing at .
The cross section increases slowly with increasing and the full corrections reach their maximum of fb at the highest values shown, . The relative corrections are nearly constant, increasing only from at to at .
The dependence on and (lower right plot) is again tiny, the loop corrections are found to be nearly independent of and below the level of , as shown explicitely in the inlay.
Overall, for the chargino pair production we observed an decreasing cross section for ; see Ref. [22]. The full one-loop corrections are very roughly 10-20% of the tree-level results, but depend strongly on the size of , where larger values result even in negative loop corrections. The cross sections are largest for and and roughly smaller by one order of magnitude for . This is because there is no coupling at tree level in the MSSM. The variation of the cross sections and of the asymmetry with or is found extremely small and the dependence on other phases were found to be roughly at the same level and have not been shown explicitely.
4.3 The process
In Figs. 17 – 26 we show the results for the processes () as before as a function of , , and . It should be noted that for decreasing cross sections are expected; see Ref. [23]. If not indicated otherwise, unpolarized electrons and positrons are assumed.
We start with the process shown in Fig. 17. Away from the production threshold, loop corrections of at are found in scenario (see Tab. 2), with a maximum of nearly 7 fb at . The relative size of the loop corrections increase with increasing and reach at .
With increasing in (upper right plot) we find a strong decrease of the production cross section, as can be expected from kinematics, discussed above. The relative loop corrections reach at (at the border of the experimental exclusion bounds) and at (i.e. ). The tree crossing takes place at . For higher values the loop corrections are negative, where the relative size becomes large due to the (relative) smallness of the tree-level results, which goes to zero for .
The cross sections are decreasing with increasing , i.e. the (negative) interference of the -channel exchange decreases the cross sections, and the full one-loop result has its maximum of fb at . Analogously the relative corrections are decreasing from at to at . For the other parameter variations one can conclude that a cross section larger by nearly one order of magnitude can be possible for very low (which are not yet excluded experimentally).
Now we turn to the complex phase dependence. As for the chargino production, enters only via final state vertex corrections. On the other hand, enters already at tree-level, and correspondingly larger effects are expected. We find that the phase dependence of the cross section in is small (lower right plot), possibly not completely negligible, amounting up to for the full corrections. The loop corrections at the level of are found to be nearly independent of , with a relative variation of at the level of , (see the inlay in the lower right plot of Fig. 17). The loop effects of are found at the same level as the ones of , i.e. rather negligible.
The relative corrections for the process , as shown in Fig. 18, are rather small for the parameter set chosen; see Tab. 2. In the upper left plot of Fig. 18 the peak (hardly visible in the dotted line) at is again the production threshold . The relative corrections are quasi constant below for \sqrt{s}\;\raisebox{-3.00003pt}{\stackrel{{\scriptstyle\displaystyle>}}{{\sim}}}\;1000\,\,\mathrm{GeV}.
The dependence on with is shown in the upper right plot (the case of and the CNN[] renormalization schemes are discussed below). It is nearly linear, and decreasing from fb at small down to zero at due to kinematics. The peak (hardly visible in the dotted line) at is the production threshold . The relative corrections are at and at (i.e. ).
The dependence on is shown in the lower left plot of Fig. 18 and follows the same pattern as for , i.e. a strong decrease with increasing . Also in this case for the other parameter variations an order of magnitude increase could be possible for very low .
The phase dependence of the cross section in is shown in the lower right plot of Fig. 18. In this case it turns out to be substantial, changing the full cross section by up to . The tree crossings are at . The relative loop corrections () vary with between and . The variation with , on the other hand, is substantially smaller. The loop corrected cross section varies by less than , as can be seen in the inlay.
Finally, in addition we have calculated the process also within the CNN[1,1,3], CNN[1,1,4], CNN[2,1,2], and CNN[2,1,3] renormalization schemes; see Ref. [45]. The differences (compared to the CCN[1] scheme including our default choice of ) for all parameters , , , and varied with our input parameter set are very small (far below ). The only exception here is the CNN[2,1,3] renormalization scheme, where for we found a slightly larger difference of . Because of these very small differences (within ) we have omitted to show the results for the CNN[] schemes in our Fig. 18.
In order to analyze the differences between the various renormalization schemes in more detail, we evaluated the process for a slightly different parameter set with fixed and varied. In the upper right plot of Fig. 18 the corresponding results are shown for the CCN[1], CNN[1,1,3], and CNN[2,1,3] schemes.777 In the CNN[2,1,2] scheme the mass splitting between the tree level neutralino mass and the one-loop corrected mass (see Eq. (5)) is larger than 200% for this special parameter set (i.e. ) and therefore unreliable. The CNN[1,1,4] scheme is even worse and delivers a negative .
One can clearly see the expected breakdown of the CCN[1] scheme for , i.e. in our case at (see also Refs. [19, 20]) and the smooth behavior of CNN[1,1,3] and CNN[2,1,3] around . Outside the region of the scheme CCN[1] is expected to be reliable, since each of the three OS conditions is strongly connected to one of the three input parameters, , and . Similarly, CNN[2,1,3] (CNN[1,1,3]) is expected to be reliable for smaller (larger) than , as in this case again each of the three OS renormalization conditions is strongly connected to the three input parameters. Exactly this behavior can be observed in the plot: for CNN[2,1,3] is nearly identical to CCN[1], whereas for the other scheme, CNN[1,1,3], is very close to CCN[1]. A rising deviation between the CNN[2,1,3] and the other two schemes can be observed for . Here the fact contributes that we have an increasing mass splitting of the one-loop corrected masses between these schemes in the kinematics.888 It should also be noted that for within CNN[2,1,3] we find an (increasing) mass splitting between the tree and corrected neutralino mass of , pointing to a rather unreliable scheme for this part of the parameter space.
We now turn to the process shown in Fig. 19, which is found to be rather small of . As a function of (upper row, left plot) we find a small shift w.r.t. directly at the production threshold, as well as a shift of of the maximum cross section position. The loop corrections range from at (i.e. ) to at .
The dependence on (upper right plot) is rather small. The relative corrections are at , at (i.e. ), and have a tree crossing at . For larger the cross section goes to zero due to kinematics.
The cross section decreases with (middle left plot), again due to the negative interference of the -channel contribution. The full correction has a maximum of fb for , going down to fb at . Analogously the relative corrections are decreasing from at to at .
The phase dependence of the cross section in is shown in the middle right plot of Fig. 19. It is very pronounced and can vary by 60%. The (relative) loop corrections are at the level of and vary with below w.r.t. the tree cross section.
Here we also show the variation with in the lower plot of Fig. 19. The loop corrected cross section decreases from fb at small to fb at . The relative corrections for the dependence are increasing from at to at .
The process is shown in Fig. 20, which is found to be very small in at , but can be substantially larger by nearly one order of magnitude for small ; see below. Away from the production threshold, loop corrections of at (i.e. ) are found. They reach their maximum of at and then decrease to at .
With increasing in (upper right plot) we find again a decrease of the production cross section, as can be expected from kinematics. The relative loop corrections reach at and go down to at (i.e. ). The tree crossing is found at , where the cross section is already below the observable level.
The cross section depends strongly on . It is decreasing with increasing and the full corrections have their maximum of fb at , going down to fb at . The variation of the relative corrections are rather small, at , at and at .
The phase dependence on of the cross section in is shown in the lower right plot. The full cross section varies by more than 40%, and the (relative) loop corrections vary with between and , i.e. max. .
The process is shown in Fig. 21. Away from the production threshold we find large loop corrections of at . The maximum cross section of nearly 4 fb is shifted from down to due to the full one-loop corrections. They have a tree crossing at and reach at .
With increasing in (upper right plot) we find a decrease of the production cross section, as can be expected from kinematics. The relative loop corrections also decrease from at to at (i.e. ). The loop corrections go to zero for , where also the cross section goes to zero.
As for other neutralino production cross sections, depends strongly on , where values one order of magnitude larger than in with are possible for small . One can see that the full corrections have their maximum of fb at . The relative corrections are increasing from at to at with a tree crossing at .
The phase dependence of the cross section in is shown in the lower right plot. The full cross section varies by , where loop corrections are found at the level of w.r.t. the tree cross section. The relative corrections () vary up to as a function of .
The dependence on (not shown) is qualitatively similar to . The relative corrections for the dependence are increasing from at to at .
Now we turn to the process shown in Fig. 22. The peak in the upper left plot of Fig. 22 (in the dotted line) at is again the production threshold . As a function of we find relative corrections of at (i.e. ), and at with a tree crossing at .
The dependence on is shown in the upper right plot. The peak (hardly visible in the dotted line) at is (again) the production threshold . The relative corrections are at , at (i.e. ), and decreasing with a tree crossing for . Due to kinematics the cross section goes to zero for .
In the analysis as a function of (lower row, left plot) the cross section is decreasing with increasing , but varies (only) by a factor of w.r.t. . The full correction has its maximum of fb at . The relative corrections are increasing from at to at with a tree crossing at .
The phase dependence of the cross section in is shown in the lower right plot of Fig. 22. The full cross section is found to be very at the per-cent level. The loop corrections are , but the (relative) variation with stays below .
The process is shown in Fig. 23 and is found to be rather small, where as before an increase by an order of magnitude is possible for low ; see below. The peak in the upper left plot (not visible in the dotted line) at is (again) the production threshold . As a function of we find loop corrections of at (i.e. ), a tree crossing at and at .
The dependence on is shown in the upper right plot. The peak (not visible in the dotted line) at is (again) the production threshold . The relative corrections are at , at (i.e. ), and decrease further for larger , crossing zero at , where the cross section is below the observable level in .
In the analysis as a function of (middle left plot) the cross sections are decreasing with increasing and the full corrections have their maximum of fb at , about an order of magnitude larger than in . The relative corrections are changing from at to at with a tree crossing at .
The phase dependence of the cross section in is shown in the middle right plot of Fig. 23. The full correction is seen to vary up to with loop corrections increasing the tree-level result by . The phase dependence of the relative loop correction is (again) rather small and found to be below .
We show again in the lower row the dependence on . Contrary to other neutralino production cross sections analyzed before, increases with by up to going from the lowest to the highest values. The relative corrections for the dependence vary below , between at and at .
The process is shown in Fig. 24. The overall size of this cross section turns out to be very small, including all analyzed parameter variations. Consequently, the loop corrections have a sizable impact, as can be seen in all four panels of Fig. 24, but never lift the cross section above 0.08 fb. For this reason we refrain from a more detailed discussion here. However, we would like to remark that with polarized positrons () and electrons () cross sections up to fb are possible in , as we show in the upper right plot. This could result in an observable cross section for some parts of the allowed parameter range; see Ref. [86] for related discussions.
We now turn to the process shown in Fig. 25, which turns out to be sizable at the level of several 10 fb. As a function of (upper left plot) we find loop corrections of at (i.e. ), and at , with a tree crossing at .
The dependence on is shown in the upper right plot. The relative corrections are at , at (i.e. ), where the cross section goes to zero at . The tree crossing is found at .
In the analysis as a function of (lower left plot) the cross section is nearly independent of , due to the strong higgsino admixture of the final state neutralinos. This feature was already observable in Fig. 24. The loop corrected cross section is fb. The relative corrections are increasing from at to at .
The phase dependence of the cross section in is shown in the lower right plot of Fig. 25 and is found to be negligible. This applies to the cross section as well as the absolute and the relative size of the loop corrections as a function of .
Finally we analyze the process , shown in Fig. 26. Again as for the overall size of this cross section is small, . This holds again for all parameter variations. For this reason we (again) skip a more detailed discussion here. Using polarized electrons/positrons ( and ), as shown in the upper right plot could yield production cross sections up to fb, again possibly observable over some part of the relevant parameter space.
Overall, for the neutralino pair production the leading order corrections can reach a level of , depending on the SUSY parameters, but is very small for the production of two equal higgsino dominated neutralinos at the level. This renders these processes difficult to observe at an collider.999 The limit of ab corresponds to ten events at an integrated luminosity of , which constitutes a guideline for the observability of a process at a linear collider.
Having both beams polarized could turn out to be crucial to yield a detectable production cross section in this case; see Ref. [86] for related analyses.
The full one-loop corrections are very roughly 10-20% of the tree-level results, but vary strongly on the size of and . Depending on the size of in particular these two parameters the loop corrections can be either positive or negative. This shows that the loop corrections, while being large, have to be included point-by-point in any precision analysis. The dependence on was found at the level of , but can go up to for the extreme cases. The relative loop corrections varied by up to with . Consequently, the complex phase dependence must be taken into account as well.
5 Conclusions
We have evaluated all chargino/neutralino production modes at colliders with a two-particle final state, i.e. and allowing for complex parameters. In the case of a discovery of charginos and neutralinos a subsequent precision measurement of their properties will be crucial to determine their nature and the underlying (SUSY) parameters. In order to yield a sufficient accuracy, one-loop corrections to the various chargino/neutralino production modes have to be considered. This is particularly the case for the high anticipated accuracy of the chargino/neutralino property determination at colliders [15].
The evaluation of the processes (1) and (2) is based on a full one-loop calculation, also including hard and soft QED radiation. The renormalization is chosen to be identical as for the various chargino/neutralino decay calculations; see, e.g. Refs. [18, 19, 20] or chargino/higgsino production from heavy Higgs boson decay; see, e.g. Ref. [21]. Consequently, the predictions for the production and decay can be used together in a consistent manner (e.g. in a global phenomenological analysis of the chargino/neutralino sector at the one-loop level).
We first very briefly reviewed the relevant sectors including some details of the one-loop renormalization procedure of the cMSSM, which are relevant for our calculation. In most cases we follow Ref. [45]. We have discussed the calculation of the one-loop diagrams, the treatment of UV, IR, and collinear divergences that are canceled by the inclusion of (hard, soft, and collinear) QED radiation. As far as possible we have checked our result against the literature, and in most cases we found good agreement, where parts of the differences can be attributed to problems with input parameters and/or different renormalization schemes (conversions).
For the analysis we have chosen a standard parameter set (see Tab. 2), that allows the production of all combinations of charginos/neutralinos at an collider with a center-of-mass energy up to . In the analysis we investigated the variation of the various production cross sections with the center-of-mass energy , the Higgs mixing parameter , the slepton soft SUSY-breaking parameter and the complex phases and of the gaugino mass parameter and the trilinear Higgs-stop coupling, , respectively. Where relevant we also showed the variation with .
In our numerical scenarios we compared the tree-level production cross sections with the full one-loop corrected cross sections. The numerical results we have shown are, of course, dependent on the choice of the SUSY parameters. Nevertheless, they give an idea of the relevance of the full one-loop corrections. For the chargino pair production, , we observed an decreasing cross section for . The full one-loop corrections are very roughly 10-20% of the tree-level results, but depend strongly on the size of , where larger values result even in negative loop corrections. The cross sections are largest for and and roughly smaller by one order of magnitude for due to the absence of the coupling at tree level in the MSSM. The variation of the cross sections and of the asymmetry with or is found extremely small and the dependence on other phases were found to be roughly at the same level and have not been shown explicitely.
For the neutralino pair production, , the cross section can reach a level of , depending on the SUSY parameters, but is very small for the production of two equal higgsino dominated neutralinos at the . This renders these processes difficult to observe at an collider.101010 The limit of ab corresponds to ten events at an integrated luminosity of , which constitutes a guideline for the observability of a process at a linear collider.
Having both beams polarized could turn out to be crucial to yield a detectable production cross section in this case. The full one-loop corrections are very roughly 10-20% of the tree-level results, but vary strongly on the size of and . Depending on the size of in particular these two parameters the loop corrections can be either positive or negative. The dependence on was found to reach up to , but can go up to for the extreme cases. The (relative) loop corrections varied by up to with . This shows that the loop corrections, including the complex phase dependence, have to be included point-by-point in any precision analysis, or any precise determination of (SUSY) parameters from the production of cMSSM charginos/neutralinos at linear colliders. We emphasize again that our full one-loop calculation can readily be used together with corresponding full one-loop corrections to chargino/neutralino decays [18, 19, 20] or other chargino/neutralino production modes [21].
Acknowledgements
We thank A. Bharucha, T. Blank, T. Hahn and F. von der Pahlen for helpful discussions. The work of S.H. is supported in part by CICYT (Grant FPA 2013-40715-P), in part by the MEINCOP Spain under contract FPA2016-78022-P, in part by the “Spanish Agencia Estatal de Investigación” (AEI) and the EU “Fondo Europeo de Desarrollo Regional” (FEDER) through the project FPA2016-78022-P, and by the Spanish MICINN’s Consolider-Ingenio 2010 Program under Grant MultiDark CSD2009-00064.
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