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institutetext: aInstitute of Mathematical Sciences, CIT Campus, Taramani, Chennai 600113, India
bTata Institute of Fundamental Research, Homi Bhabha Road, Colaba, Mumbai 400005, India

Frugal U(1)XU(1)_{X} models with non-minimal flavor violation for bsb\to s\ell\ell anomalies and neutrino mixing

Disha Bhatiaa{}^{\;a}    Nishita Desaib{}^{\;b}    Amol Digheb{}^{\;b} [email protected] [email protected] [email protected]
Abstract

We analyze the class of models with an extra U(1)XU(1)_{X} gauge symmetry that can account for the bsb\to s\ell\ell anomalies by modifying the Wilson coefficients C9eC_{9e} and C9μC_{9\mu} from their standard model values. At the same time, these models generate appropriate quark mixing, and give rise to neutrino mixing via the Type-I seesaw mechanism. Apart from the gauge boson ZZ^{\prime}, these frugal models only have three right-handed neutrinos for the seesaw mechanism, an additional SU(2)LSU(2)_{L} scalar doublet for quark mixing, and a SM-singlet scalar that breaks the U(1)XU(1)_{X} symmetry. This set-up identifies a class of leptonic symmetries, and necessitates non-zero but equal charges for the first two quark generations. If the quark mixing beyond the standard model were CKM-like, all these symmetries would be ruled out by the latest flavor constraints on Wilson coefficients and collider constraints on ZZ^{\prime} parameters. However, we identify a single-parameter source of non-minimal flavor violation that allows a wider class of U(1)XU(1)_{X} symmetries to be compatible with all data. We show that the viable leptonic symmetries have to be of the form Le±3LμLτL_{e}\pm 3L_{\mu}-L_{\tau} or Le3Lμ+LτL_{e}-3L_{\mu}+L_{\tau}, and determine the (MZ,gZ)(M_{Z^{\prime}},g_{Z^{\prime}}) parameter space that may be probed by the high-luminosity data at the LHC.

Keywords:
Flavor anomalies, neutrino mixing pattern, U(1)XU(1)_{X} models, collider constraints, non-minimal flavor mixing
preprint: TIFR/TH/21-12

1 Introduction

The flavor anomalies in the neutral-current transitions of several bsb\to s processes have persisted for a long time flavor-anomalies-review . Among them, the observables falling under the class of generic “ratio” observables, i.e. RHB(BHμμ)/B(BHee)R_{H}\equiv B(B\to H\mu\mu)/B(B\to Hee) where H=K,K,XS,H=K,K^{*},X_{S},\dots, serve as gold standards for pointing to the existence of lepton flavor universality violating (LFUV) new physics (NP) RH-obs , owing to their small theoretical uncertainties. The values of these observables are close to unity in the standard model (SM), for the carefully chosen di-lepton invariant mass-squared (q2q^{2}) bins. These values are known to a great accuracy since the dominant theoretical uncertainties from QCD largely cancel out in the ratio, while the QED uncertainties lead to only 𝒪(1%)\mathcal{O}(1\%) error in RK()R_{K^{(*)}} predictions rk-qed-sm . In the SM, lepton flavor universality (LFU) is violated only by the Higgs interactions, but since the relevant couplings are proportional to lepton masses, the effect is too minuscule to make any difference to RHR_{H}.

The recent update on RK=0.8460.039+0.042(stat)0.012+0.013(syst)R_{K}=0.846^{+0.042}_{-0.039}\text{(stat)}^{+0.013}_{-0.012}\text{(syst)}, measured in the q2q^{2}-bin [1.1,6][1.1,6] GeV2 by the LHCb collaboration rk-2021 , is 3.1σ\sigma away from the SM expectation RKSM=1.0±0.01R_{K}^{\rm SM}=1.0\pm 0.01rk-qed-sm , and has strengthened the case for LFU violation. This latest measurement is consistent with the previous measurements of RKR_{K} rk-2014 ; rk-2019 . The LHCb measurements of another closely related ratio observable, RKR_{K^{*}}, show a deviation from the SM predictions in the low-q2q^{2} ([0.04, 1.1] GeV2) and central-q2q^{2} ([1.1, 6.0] GeV2) bins rks-2018 . There is expected to be a strong correlation between the NP contribution to RKR_{K} and the central-q2q^{2} bin value of RKR_{K^{*}}.

There are also other bsμμb\to s\mu\mu measurements which deviate from their SM expectations at the 2σ2.5σ2\sigma-2.5\sigma level accuracy, for example, the angular observable P5P_{5}^{\prime} in B0K0μ+μB^{0}\to K^{*0}\mu^{+}\mu^{-} angular-Ks0-2021 ; angular-ATLAS ; angular-Belle and B+K+μ+μB^{+}\to K^{*+}\mu^{+}\mu^{-} angular-Ks+-2020 channels, and the branching ratio of Bsϕμ+μB_{s}\to\phi\mu^{+}\mu^{-} Bstophimumu which is smaller than the SM expectation. Note that these measurements are not entirely free from hadronic uncertainties, like the form factor uncertainties in the branching ratio observables, and the non-factorizable contributions charm-loop-Mannel ; power-corr-matias due to charm loops in both branching ratio observables and P5P_{5}^{\prime}. However, all these neutral current anomalies in combination point towards LFUV new physics with more than 4σ4\sigma significance. The exact quantification of the deviation of SM depends on the method of combining data from different observations, and assumptions on the power corrections isidori-2021 ; shireen-2021 ; grienstein-2021 ; Altmannshofer-2021 ; matias-2021 ; mahmoudi-2021 ; matias-2019 ; mahmoudi-2019 . In the coming years, the combined measurements from both Belle2 and LHC are expected to shed more light on these anomalies future-prospects .

The effective field theory approach allows incorporating NP in bsb\to s\ell\ell transitions in a model-independent manner, in the language of effective higher-dimensional operators and their Wilson coefficients (WCs) buras-review . Global fits to the radiative, semileptonic, and leptonic bsb\to s data Altmannshofer-2021 ; grienstein-2021 ; shireen-2021 ; mahmoudi-2021 ; matias-2021 indicate the extent of NP contributions to relevant combinations of WCs, needed to account for the above neutral-current flavor anomalies. It is observed that most of these anomalies may be explained by the NP contributions to the vector and axial-vector bsb\to s\ell\ell effective operators

𝒪9()=αe4π[s¯γμPL(R)b][¯γμ]and𝒪10()=αe4π[s¯γμPL(R)b][¯γμγ5],\mathcal{O}_{9\ell}^{(\prime)}=\frac{\alpha_{e}}{4\pi}\left[\bar{s}\gamma_{\mu}P_{L(R)}b\right]\left[\bar{\ell}\gamma^{\mu}\ell\right]\quad\mbox{and}\quad\mathcal{O}_{10\ell}^{(\prime)}=\frac{\alpha_{e}}{4\pi}\left[\bar{s}\gamma_{\mu}P_{L(R)}b\right]\left[\bar{\ell}\gamma^{\mu}\gamma_{5}\ell\right]\;, (1)

whose WCs are denoted by C9()C_{9}^{(\prime)} and C10()C_{10}^{(\prime)}, respectively. NP contributions to scalar/ pseudoscalar and tensor operators, though possible in principle, do not lead to simultaneous explanations of multiple anomalies in one-dimensional fits diptimoy-tensor ; Hiller-eft . The former also get stringent constraints from the Bsμ+μB_{s}\to\mu^{+}\mu^{-} measurements which are in good agreement with the SM Hiller-eft .

Most of the anomalies discussed above involve muons, with the LFUV ratios RK()R_{K^{(*)}} involving electrons in addition. In order to keep the NP parameters to a minimum, most of the global fits have been performed with the assumption of NP only in the muon sector Altmannshofer-2021 ; grienstein-2021 ; shireen-2021 , i.e., in terms of operators 𝒪9μ()\mathcal{O}_{9\mu}^{(\prime)} and 𝒪10μ()\mathcal{O}_{10\mu}^{(\prime)} in the language of eq. (1). Since RK()R_{K^{(*)}} is observed to be less than its SM expectation, the NP effects are expected to be destructively interfering with the SM. While one-dimensional fits isidori-2021 ; mahmoudi-2021 ; matias-2021 ; shireen-2021 ; Altmannshofer-2021 ; grienstein-2021 prefer NP contributions to the WC combinations C9μNPC_{9\mu}^{\text{NP}}, C9μNP=C10μNPC_{9\mu}^{\text{NP}}=-C_{10\mu}^{\text{NP}}, or C9μNP=C9/10μC_{9\mu}^{\text{NP}}=-C_{9/10\mu}^{\prime}, the two-dimensional fits isidori-2021 ; mahmoudi-2021 ; matias-2021 ; shireen-2021 ; Altmannshofer-2021 ; grienstein-2021 favour new physics effects in the planes of the WC-pairs (C9μNP,C10μNP)\left(C_{9\mu}^{\text{NP}},C_{10\mu}^{\text{NP}}\right), (C9μNP,C9μ)\left(C_{9\mu}^{\text{NP}},C_{9\mu}^{\prime}\right) and (C9μNP,C10μ)\left(C_{9\mu}^{\text{NP}},C_{10\mu}^{\prime}\right). Note that for the WCs where the SM contribution is nonzero, viz. C9C_{9\ell} and C10C_{10\ell}, we denote the NP contribution as C9NPC_{9\ell}^{\rm NP} and C10NPC_{10\ell}^{\rm NP}, respectively. For the primed operators, there is no SM contribution, and hence no need to distinguish the NP contribution from the total one.

Although the involvement of NP in the muon sector is necessary to explain the anomalies, it is quite possible that NP affects the electron sector also. Recent global fits that take this into account mahmoudi-2021 ; matias-2021 indicate that the scenario with NP affecting (C9eNP,C9μNP)\left(C_{9e}^{\text{NP}},C_{9\mu}^{\text{NP}}\right) can also explain the neutral-current flavor anomalies and other bsb\to s measurements reasonably well. These fits are shown in figure 1. The best-fit solution necessitates a negative value for C9μNPC_{9\mu}^{\text{NP}} in order to achieve a destructive interference with SM, since C9SM(mb)=4.2C_{9\ell}^{\text{SM}}(m_{b})=4.2 WC-SM . As can be seen from the figure, the fits do not determine the sign of C9eNPC_{9e}^{\text{NP}}, however they indicate |C9eNP|<|C9μNP||C_{9e}^{\text{NP}}|<|C_{9\mu}^{\text{NP}}|.

Refer to caption
Figure 1: The values in the (C9μNPC_{9\mu}^{\text{NP}},C9eNPC_{9e}^{\text{NP}}) plane, preferred at 2σ2\sigma from global fits. The blue contours correspond to the fits in matias-2021 ; matias-2019 , and the green contours to the fits in mahmoudi-2021 ; mahmoudi-2019 . The filled contours correspond to the fits based on the updates in Moriond 2021 matias-2021 ; mahmoudi-2021 , while the unfilled ones correspond to the older results based on data available after Moriond 2019 matias-2019 ; mahmoudi-2019 . The black solid and dashed lines correspond to fixed ratios of C9eNPC_{9e}^{\text{NP}} and C9μNPC_{9\mu}^{\text{NP}}. The ratios corresponding to the dashed lines are disfavoured from the bsb\to s global fits.

In an earlier paper prev-paper , we had identified a class of minimal models that explain the flavor anomalies through the NP contributions to C9μNPC_{9\mu}^{\text{NP}} and C9eNPC_{9e}^{\text{NP}}, in a bottom-up approach. These models augmented SM by a U(1)XU(1)_{X} symmetry, which was instrumental in generating the LFUV needed, and was broken spontaneously at the low scale by an SM-singlet scalar SS. Three right-handed neutrinos helped generate neutrino masses through the Type-I seesaw mechanism, with the same scalar SS instrumental in obtaining the appropriate texture zeros that give rise to the observed neutrino mixing pattern. The number of particles beyond the SM was minimal – apart from the ZZ^{\prime} gauge boson associated with the U(1)XU(1)_{X}, one only needed the scalar SS and an additional Higgs doublet to generate quark mixing. Appropriate XX-charges were given to all particles such that the models are anomaly-free, fermions charges are vector-like, and experimental constraints from flavor physics — in particular the negative sign of C9μNPC_{9\mu}^{\text{NP}} needed for explaining the RK()R_{K^{(*)}} anomaly — were satisfied. This class of models was consistent with all the experimental measurements available at that time rk-2014 ; utfit ; atlas-dilepton-old . Indeed, even with the current data, the specific one-dimensional scenario in ref. prev-paper predicting C9,μNP=3C9,eNPC_{9,\mu}^{\text{NP}}=3C_{9,e}^{\text{NP}} is quite close to the best fit, while that with C9,μNP=3C9,eNPC_{9,\mu}^{\text{NP}}=-3C_{9,e}^{\text{NP}} also provides a very good fit matias-2021 , as can also be seen from figure 1. Such scenarios correspond to the leptonic symmetry combinations Le±3LμL_{e}\pm 3L_{\mu}, with unconstrained LτL_{\tau}.

In this article, we show that recent strong constraints on the mass and coupling of the ZZ^{\prime} boson from collider experiments atlas-dilepton ; cms-dilepton make the above models unviable, if they are minimal flavor violation (MFV)-like, i.e. if the mixing parameters involved in the BdB_{d} and BsB_{s} sector are CKM-like. However, if this requirement, imposed implicitly on the class of models in prev-paper , is relaxed by a single parameter, a broader class of non-MFV models emerges, which retains all the desirable properties of the above models. Among them the scenarios with non-zero NP contributions to C9eC_{9e} survive the strong collider constraints, while the scenarios with only NP contributions to C9μC_{9\mu} stay disallowed. This new class of non-MFV models thus offers the most preferred candidates for the solutions of the neutral-current flavor anomalies through a U(1)XU(1)_{X} symmetry. We term these as “frugal” models, since the number of particles beyond SM needed to complete these models are minimal. Note that the number of additional particles in this model stays the same as that in ref. prev-paper .

Several papers Buras:2013qja ; Altmannshofer:2014cfa ; Crivellin:2015mga ; Celis:2015ara ; prev-paper ; Bonilla:2017lsq ; Tang:2017gkz ; Bian:2017xzg ; Fuyuto:2017sys ; King:2018fcg ; Duan:2018akc ; Allanach:2018lvl ; Allanach:2019iiy ; Altmannshofer:2019xda ; less-MFV-crivillin ; Baek:2020ovw ; ben-b3-lmu ; Davighi:2021oel ; Bause:2021prv have focused on U(1)XU(1)_{X} models as the solutions to the bsb\to s\ell\ell anomalies, either in isolation or by combining them with some other well-motivated SM problems, like neutrino masses, dark matter, fermion mass heirarchy, etc. With the current stringent colliders constraints Greljo:2017vvb ; atlas-dilepton ; cms-dilepton ; Allanach:2019mfl , the models have increasingly focused their attention on the scenarios where the collider constraints can be minimized. Examples of these include the models with only third generation of quarks charged under the new gauge symmetry Allanach:2018lvl ; Allanach:2019iiy ; ben-b3-lmu ; Bonilla:2017lsq , and models with vector-like additional quarks charged under the new symmetry Altmannshofer:2014cfa ; Bonilla:2017lsq . Some of the recent works have combined U(1)XU(1)_{X} symmetry and leptoquarks for simultaneously explaning bsb\to s\ell\ell anomalies and the muon g2g-2 discrepancy Greljo:2021npi . In this manuscript, we follow the principle of frugality in adding new particles to the SM, and identify a class of symmetries which can simultaneosuly explain the bsb\to s\ell\ell anomalies and neutrino mixing.

The paper is organized as follows. In section 2, we recap the bottom-up construction of the class of U(1)XU(1)_{X} models that address the bsb\to s\ell\ell anomalies, quark mixing, and neutrino mixing pattern. In particular, we describe the algorithm for assigning appropriate XX-charges to particles, while obeying the theoretical and experimental constraints. In section 3, we discuss the constraints on the mass and coupling of ZZ^{\prime} boson in these models from neutral meson mixing and collider data. In section 4.1, we show that the after incorporating the experimental constraints, the “MFV-like” models do not survive. section 4.2 shows that the introduction of a single non-MFV parameter allows a larger class of models to account for the flavor anomalies, while being consistent with all available constraints. Section 5 summarizes our results, and concludes.

2 Constructing U(1)XU(1)_{X} models in a bottom-up approach

In this section, we recap our bottom-up approach prev-paper to identify models with a vector-like U(1)XU(1)_{X} symmetry that can explain the bsb\to s\ell\ell anomalies through the NP WCs C9μNPC_{9\mu}^{\rm NP} and C9eNPC_{9e}^{\rm NP}. We denote the generic form of this symmetry as

Xα1B1+α2B2+α3B3+αeLe+αμLμ+ατLτ,X\equiv\alpha_{1}B_{1}+\alpha_{2}B_{2}+\alpha_{3}B_{3}+\alpha_{e}L_{e}+\alpha_{\mu}L_{\mu}+\alpha_{\tau}L_{\tau}\;, (2)

where BiB_{i} denotes the ithi^{\rm th} generation baryon number and LjL_{j} denotes the lepton number for j-type lepton. The corresponding XX-charges of fermions are listed in Table 1. Note that in addition to the SM fermions, we also have three right-handed neutrinos.

Fields u,d{u,d} c,s{c,s} t,b{t,b} e,νee,\nu_{e} μ,νμ\mu,\nu_{\mu} τ,ντ\tau,\nu_{\tau}
XX α1/3\alpha_{1}/3 α2/3\alpha_{2}/3 α3/3\alpha_{3}/3 αe\alpha_{e} αμ\alpha_{\mu} ατ\alpha_{\tau}
Table 1: The (vector-like) XX-charges of fermions.

The SU(2)LSU(2)_{L} gauge symmetry of the SM forces the XX-charges of particles belonging to the same doublet to be identical. The fermion XX-charges are vector-like, which helps in anomaly cancellation, and also ensures that the contribution from the NP axial-vector currents vanishes, i.e. C10NP=C10=0C_{10\ell}^{\rm NP}=C_{10\ell}^{\prime}=0. The anomaly cancellation in this case is simple and further leads to only one condition

α1+α2+α3+αe+αμ+ατ=0.\alpha_{1}+\alpha_{2}+\alpha_{3}+\alpha_{e}+\alpha_{\mu}+\alpha_{\tau}=0\;. (3)

Before analyzing the detailed quantitative constraints on the α\alpha parameters, desirable conditions on these parameters may be obtained using the following considerations:

  • The NP should not significantly affect the observables in neutral meson mixing, which have been found to match the SM predictions to a great precision.

  • The mass matrices of up-type and down-type quarks should be able to give rise to the appropriate Cabibbo-Kobayashi-Maskawa (CKM) matrix.

  • There should not be any massless goldstone bosons produced due to symmetry breaking.

  • The Type-I seesaw mechanism should yield the observed pattern of neutrino masses and mixing.

  • As indicated by global fits to the flavor anomaly data, the magnitude of NP coupling of electron should be smaller than that of muon.

  • The NP contribution C9μNPC_{9\mu}^{\rm NP} must have a negative sign.

We shall apply these conditions successively in the following subsections.

2.1 XX-charges of quarks and the CKM matrix

The origin of the CKM matrix is in the diagonalization of up-type quark mass matrix MuM_{u} and the down-type quark matrix MdM_{d} by the bi-unitary transformations

Mudiag=VuLMuVuR,Mddiag=VdLMdVdR.M_{u}^{\rm diag}=V_{uL}^{\dagger}M_{u}V_{uR}~{},~{}M_{d}^{\rm diag}=V_{dL}^{\dagger}M_{d}V_{dR}~{}. (4)

The CKM matrix is then given by VCKM=VuLVdLV_{\text{CKM}}=V_{uL}^{\dagger}V_{dL}.

In the presence of a new U(1)XU(1)_{X} gauge symmetry, the flavor-changing neutral currents (FCNC) induced by the new gauge boson ZZ^{\prime} would affect the neutral meson mixings by giving additional tree-level contributions to the box diagram in the SM. We focus on the constraints from CP violation in KK¯K-\bar{K} mixing (ϵK\epsilon_{K}), and the mass splitting as well CP-violation in BdB¯dB_{d}-\overline{B}_{d} as well as BsB¯sB_{s}-\overline{B}_{s} mixing. We ignore constraints from ΔmK\Delta m_{K}, since its value is dominated by long distance effects Grinstein:2015nya . We also do not incorporate constraints from DD¯D-\overline{D} mixing for the same reason. The NP contribution may be calculated by writing down the Lagrangian for left-handed d-type quarks DL(dL,sL,bL)TD_{L}\equiv(d_{L},s_{L},b_{L})^{T} in their mass basis:

Z=gZD¯L[VdL𝕏qVdL]γμDLZμ,{\cal L}_{Z^{\prime}}=g_{Z^{\prime}}\overline{D}_{L}[V_{dL}^{\dagger}\cdot\mathbb{X}_{q}\cdot V_{\rm d_{L}}]\gamma^{\mu}D_{L}Z^{\prime}_{\mu}\;, (5)

where 𝕏diag(Xu,Xc,Xt)=diag(α1/3,α2/3,α3/3)\mathbb{X}\equiv{\rm diag}(X_{u},X_{c},X_{t})={\rm diag}(\alpha_{1}/3,\alpha_{2}/3,\alpha_{3}/3). As shown in ref. prev-paper , the mixing in the right-handed d-quark sector may be chosen to be small, so that the contributions due to right-handed currents stay subdominant. The relevant matrix elements that control the dominant NP contributions in the KK, BdB_{d} and BsB_{s} systems may be written as

K:[VdL𝕏qVdL]12\displaystyle K:\quad[V_{dL}^{\dagger}\cdot\mathbb{X}_{q}\cdot V_{dL}]_{12} =\displaystyle= (XuXc)[VdL]ud[VdL]us+(XtXc)[VdL]td[VdL]ts,\displaystyle(X_{u}-X_{c})[V_{dL}]_{ud}^{*}[V_{dL}]_{us}+(X_{t}-X_{c})[V_{dL}]_{td}^{*}[V_{dL}]_{ts}\;, (6)
Bd:[VdL𝕏qVdL]13\displaystyle B_{d}:\quad[V_{dL}^{\dagger}\cdot\mathbb{X}_{q}\cdot V_{dL}]_{13} =\displaystyle= (XuXc)[VdL]ud[VdL]ub+(XtXc)[VdL]td[VdL]tb,\displaystyle(X_{u}-X_{c})[V_{dL}]_{ud}^{*}[V_{dL}]_{ub}+(X_{t}-X_{c})[V_{dL}]_{td}^{*}[V_{dL}]_{tb}\;, (7)
Bs:[VdL𝕏qVdL]23\displaystyle B_{s}:\quad[V_{dL}^{\dagger}\cdot\mathbb{X}_{q}\cdot V_{dL}]_{23} =\displaystyle= (XuXc)[VdL]us[VdL]ub+(XtXc)[VdL]ts[VdL]tb,\displaystyle(X_{u}-X_{c})[V_{dL}]_{us}^{*}[V_{dL}]_{ub}+(X_{t}-X_{c})[V_{dL}]_{ts}^{*}[V_{dL}]_{tb}\;, (8)

where the unitarity of VdLV_{dL} has been used. The choice Xu=XcX_{u}=X_{c}, and the small values of [VdL]td[V_{dL}]_{td} and [VdL]ts[V_{dL}]_{ts}, allow us to minimize the strong constraints from the KK sector and somewhat weaker constraints from the BdB_{d} and BsB_{s} sectors. The condition Xu=XcX_{u}=X_{c} also implies an underlying U(2)3U(2)^{3} flavor symmetry present in the Lagrangian, which is broken only by the Yukawa interactions isidori-straub . This has also been referred to as “less-minimal flavor violation” less-MFV ; less-MFV-crivillin . The additional choice VuL=𝕀V_{uL}={\mathbb{I}} (or equivalently, VdL=VCKMV_{dL}=V_{CKM}) made in ref. prev-paper makes the scenario “MFV-like”, wherein the combinations of CKM elements contributing to the mixing in the BdB_{d} and BsB_{s} sectors are the same as those in the SM. It also ensures that the NP contribution from the second term to KK¯K-\overline{K} mixing is suppressed by |[VCKM]td[VCKM]ts|𝒪(θC5)|[V_{\rm CKM}]_{td}[V_{\rm CKM}]_{ts}|\sim{\cal O}(\theta_{C}^{~{}5}), where θC0.2\theta_{C}\approx 0.2 is the Cabibbo angle.

We continue to use the condition Xu=XcX_{u}=X_{c} in this paper. Later, for non-minimal scenarios, we will relax the condition VdL=VCKMV_{dL}=V_{\rm CKM}, however the smallness of [VdL]td[V_{dL}]_{td} will still be valid, keeping in mind the stringent constraints from kaon oscillation data.

The condition Xu=XcX_{u}=X_{c} (i.e. α1=α3\alpha_{1}=\alpha_{3}) also impacts the structure of the Yukawa matrices. Since in our framework, the SM Higgs doublet is uncharged under U(1)XU(1)_{X}, the only nonzero elements in the SM Yukawa matrix can be the three diagonal elements and the off-diagonal elements in the first two generations. This would force the 22-33 and 11-33 mixings in the CKM matrix to be zero. In order to prevent this, the SM needs to be augmented with an additional doublet ΦNP\Phi_{\text{NP}} whose XX-charge equals XuXtX_{u}-X_{t}, or equivalently, (α1α3)/3(\alpha_{1}-\alpha_{3})/3. This would result in the NP contribution to the Yukawa matrices of up-type and down-type quarks in the form

𝒴uNP=(000000××0),𝒴dNP=(00×00×000),{\mathcal{Y}}_{u}^{\text{NP}}=\begin{pmatrix}0&0&0\\ 0&0&0\\ \times&\times&0\\ \end{pmatrix},\quad{\mathcal{Y}}_{d}^{\text{NP}}=\begin{pmatrix}0&0&\times\\ 0&0&\times\\ 0&0&0\\ \end{pmatrix}\;, (9)

where ×\times denotes nonzero elements. These off-diagonal elements give rise to the required mixing in the 2-3 and 1-3 sector, to reproduce the CKM matrix prev-paper . These Yukawa matrices can now give rise to the mass matrices

Mu=v2(𝒴uNPcosβ+𝒴uSMsinβ),Md=v2(𝒴dNPcosβ+𝒴dSMsinβ),M_{u}=\frac{v}{\sqrt{2}}\left({\mathcal{Y}}_{u}^{\rm NP}\cos\beta+{\mathcal{Y}_{u}^{\rm SM}}\sin\beta\right)\;,~{}M_{d}=\frac{v}{\sqrt{2}}\left({\mathcal{Y}}_{d}^{\rm NP}\cos\beta+{\mathcal{Y}_{d}^{\rm SM}}\sin\beta\right)\;, (10)

where vSM=vsinβ\langle v_{SM}\rangle=v\sin\beta and vNP=vcosβ\langle v_{NP}\rangle=v\cos\beta are the vacuum expectation values of the SM Higgs ΦSM\Phi_{\rm SM} and the NP Higgs ΦNP\Phi_{\rm NP}, respectively. The matrices MuM_{u} and MdM_{d} are diagonalized by the unitary matrices VdLV_{dL}, VdRV_{dR}, VuLV_{uL} and VuRV_{uR}, as shown in eq. (4). Note that the requirement of Xu=XcX_{u}=X_{c} is instrumental in generating the CKM matrix with only one additional Higgs doublet.

2.2 XX-charges of scalars

Among the two Higgs doublets ΦSM\Phi_{\rm SM} and ΦNP\Phi_{\rm NP}, the former is a singlet under U(1)XU(1)_{X}, to ensure nonzero diagonal elements in the flavor basis. The latter has an XX-charge equal to (α1α3)/3(\alpha_{1}-\alpha_{3})/3, as seen above.

The absence of a massless pseudoscalar, which would be created due to the breaking of a global U(1)AU(1)_{A} symmetry in the Lagrangian, necessitates the introduction of an extra scalar SS, which has the same XX-charge as ΦNP\Phi_{\rm NP} prev-paper . It allows a term SΦNPΦSMS\Phi_{\text{NP}}^{\dagger}\Phi_{\text{SM}} in the scalar sector, which yields a mass for the pseudoscalar after the breaking of U(1)XU(1)_{X} where SS gets a vacuum expectation value. The XX-charge of SS also needs to be XS=(α1α3)/3X_{S}=(\alpha_{1}-\alpha_{3})/3.

2.3 XX-charges of leptons and Neutrino mixing

The global fits to neutral-current flavor anomalies and other bsb\to s data in the (C9μNP,C9eNP)\left(C_{9\mu}^{\text{NP}},C_{9e}^{\text{NP}}\right) plane strongly indicate |C9eNP|<|C9μNP||C_{9e}^{\text{NP}}|<|C_{9\mu}^{\text{NP}}|, which indicate |αe|<|αμ||\alpha_{e}|<|\alpha_{\mu}| as seen in figure 1. We therefore take this to be one of the conditions on our model. The value of ατ\alpha_{\tau} remains unconstrained from the current measurements.

We determine the XX-charges of the leptons which can explain the patterns of neutrino mixing well. In particular, we desire that the leptonic mixing arises completely in the neutrino sector, where the neutrino mass is generated by the Type-I seesaw mechanism. However, since the XX-charges of the three lepton generations are, in general, different, it would not be possible to generate off-diagonal elements in the neutrino mass matrix, which are needed for the large neutrino mixing observed. In our model, this can be achieved without the need for any additional particle, but by using the interactions of the neutrinos with the scalar SS that is already present prev-paper . The terms contributing to neutrino mass are:

ν,mass=νL¯i[mDν]ijνRj+νRc¯i[mRν]ijνRj+νRc¯i[yRν]ijνRjS(S)+h.c.,\mathcal{L}_{\nu,\text{mass}}=\overline{\nu_{L}}_{i}[m^{\nu}_{D}]_{ij}{\nu_{R}}_{j}+\overline{\nu^{c}_{R}}_{i}[m^{\nu}_{R}]_{ij}{\nu_{R}}_{j}+\overline{\nu^{c}_{R}}_{i}[y^{\nu}_{R}]_{ij}{\nu_{R}}_{j}S(S^{\dagger})+\text{h.c.}\;, (11)

where [mDν][m^{\nu}_{D}] is the Dirac matrix, [mRν][m^{\nu}_{R}] is the Majorana mass matrix of right-handed neutrinos, and i,ji,j are flavor indices. The effective Marorana mass matrix after the symmetry breaking becomes

[MRν]ij=[mRν]ij+12[yRν]ijvS,[M^{\nu}_{R}]_{ij}=[m^{\nu}_{R}]_{ij}+\dfrac{1}{\sqrt{2}}[y^{\nu}_{R}]_{ij}v_{S}\;, (12)

where vSv_{S} is the vacuum expectation value of SS. Thus the mass matrix MRνM^{\nu}_{R} gets off-diagonal elements, which further lead to the mixing of left-handed neutrinos, through Type-I seesaw formula

[mν]=[mDν][MRν]1[mDν]T.[m_{\nu}]=-[m^{\nu}_{D}]\cdot[M^{\nu}_{R}]^{-1}\cdot[m^{\nu}_{D}]^{T}\;. (13)

In order for the above neutrino mass matrix [mν][m_{\nu}] to reproduce the observed neutrino mixing pattern, only certain texture-zero patterns of [MRν][M^{\nu}_{R}] are allowed Grimus:2004hf ; neutrino-textures . A subset of these patterns may be created by appropriate choices of the values of αe,αμ,ατ\alpha_{e},\alpha_{\mu},\alpha_{\tau}, and XSX_{S} prev-paper . A further subset satisfies the requirement |αe|<|αμ||\alpha_{e}|<|\alpha_{\mu}|. The leptonic symmetries (αeLe+αμLμ+ατLτ)(\alpha_{e}L_{e}+\alpha_{\mu}L_{\mu}+\alpha_{\tau}L_{\tau}) that satisfy all these criteria are:

  • a(LμLτ)a\left(L_{\mu}-L_{\tau}\right) or aLμaL_{\mu}, with XS=±aX_{S}=\pm a,

  • a(Le3Lμ+Lτ)a\left(L_{e}-3L_{\mu}+L_{\tau}\right) or a(Le±3LμLτ)a\left(L_{e}\pm 3L_{\mu}-L_{\tau}\right), with XS=±2aX_{S}=\pm 2a.

Here aa is the overall multiplicative factor.

2.4 Scenarios indicated by the bottom-up construction

Inferring the XX-charges of leptons from the allowed leptonic symmetries, and using the conditions α1=α2\alpha_{1}=\alpha_{2} and XS=(α1α3)/3X_{S}=(\alpha_{1}-\alpha_{3})/3, the XX-charges of all the other particles are fixed automatically by demanding the theory to be anomaly free. The XX-charges of all leptons, in turn, are fixed up to an overall multiplying factor aa as seen in the last section. We fix the normalization by choosing aa so as to make αμ=1\alpha_{\mu}=1. All the U(1)XU(1)_{X} scenarios thus determined are listed in Table 2. We further categorize them depending on their values of XSX_{S} and αe\alpha_{e}. This ensures that flavor constraints for scenarios belonging to the same category are identical. Note that the categories A, B and C listed in table 2, with negative XSX_{S} values, are the same as given in prev-paper . The category D from ref. prev-paper is not present in the current version because of the imposition of |αe|<|αμ||\alpha_{e}|<|\alpha_{\mu}|. In addition, have also included the categories AA, BB and CC with positive XSX_{S} values. This inclusion completes the set of scenarios allowed by conditions in sections 2.12.2, 2.3. Note that for the categories in each pair (A, AA), (B, BB), and (C, CC), the leptonic symmetries are identical, but the sign of XSX_{S} is different.

Category Scenario XSX_{S} Leptonic symmetry α1\alpha_{1} α2\alpha_{2} α3\alpha_{3} αe\alpha_{e} αμ\alpha_{\mu} ατ\alpha_{\tau}
A A1 -1 LμLτL_{\mu}-L_{\tau} 1-1 1-1 22 0 11 1-1
A2 -1 LμL_{\mu} 43-\frac{4}{3} 43-\frac{4}{3} 53\frac{5}{3} 0 11 0
B B1 23-\frac{2}{3} Le3Lμ+LτL_{e}-3L_{\mu}+L_{\tau} 79-\frac{7}{9} 79-\frac{7}{9} 119\frac{11}{9} 13-\frac{1}{3} 11 13-\frac{1}{3}
B2 23-\frac{2}{3} Le3LμLτL_{e}-3L_{\mu}-L_{\tau} 1-1 1-1 11 13-\frac{1}{3} 11 13\frac{1}{3}
C C1 23-\frac{2}{3} Le+3LμLτL_{e}+3L_{\mu}-L_{\tau} 1-1 1-1 11 13\frac{1}{3} 11 13-\frac{1}{3}
AA AA1 1 LμLτL_{\mu}-L_{\tau} 1{1} 1{1} 2-{2} 0 11 1-1
AA2 1 LμL_{\mu} 23\frac{2}{3} 23\frac{2}{3} 73-\frac{7}{3} 0 11 0
BB BB1 23\frac{2}{3} Le3Lμ+LτL_{e}-3L_{\mu}+L_{\tau} 59\frac{5}{9} 59\frac{5}{9} 139-\frac{13}{9} 13-\frac{1}{3} 11 13-\frac{1}{3}
BB2 23\frac{2}{3} Le3LμLτL_{e}-3L_{\mu}-L_{\tau} 13\frac{1}{3} 13\frac{1}{3} 53-\frac{5}{3} 13-\frac{1}{3} 11 13\frac{1}{3}
CC CC1 23\frac{2}{3} Le+3LμLτL_{e}+3L_{\mu}-L_{\tau} 13\frac{1}{3} 13\frac{1}{3} 53-\frac{5}{3} 13\frac{1}{3} 11 13-\frac{1}{3}
Table 2: The scenarios indicated by our bottom-up construction, categorized by the charge XSX_{S} and αe\alpha_{e}. Categories A, B and C, with negative XSX_{S} values are the same as given in ref. prev-paper , while we include the categories AA, BB and CC here, which have positive XSX_{S} values.

2.5 The sign of C9μNPC_{9\mu}^{\rm NP} and the sign of XSX_{S}

The NP in our class of models influences RK()R_{K^{(*)}} primarily through the Wilson coefficients C9C_{9\ell}. The contributions to C9C_{9\ell}^{\prime} are small due to the small mixing angles in VdRV_{dR} (see ref. prev-paper and section 4.2). The tree-level contributions to C10()C_{10\ell}^{(\prime)} operators are zero. They may arise due the ZZZ-Z^{\prime} mixing, and vanish in the small ZZZ-Z^{\prime} mixing limit. The effective Hamiltonian relevant for the process BK()B\to K^{(*)}\ell\ell is

eff\displaystyle\mathcal{H}_{\rm eff} =\displaystyle= (4GF2e2(4π)2[VCKM]tb[VCKM]tsC9SM)(sL¯γμbL)(¯γμ)\displaystyle-\left(\frac{4G_{F}}{\sqrt{2}}\frac{e^{2}}{(4\pi)^{2}}[V_{\rm CKM}]_{tb}[V_{\rm CKM}]_{ts}^{*}\;C_{9\ell}^{\text{SM}}\right)\left(\overline{s_{L}}\gamma^{\mu}b_{L}\right)\left(\overline{\ell}\gamma_{\mu}\ell\right) (14)
(XSαgZ2MZ2[VdL]tb[VdL]ts)(sL¯γμbL)(¯γμ).\displaystyle-\left(\frac{X_{S}\,\alpha_{\ell}\,g^{2}_{Z^{\prime}}}{M^{2}_{Z^{\prime}}}[{V_{dL}}]_{tb}[V_{dL}]_{ts}^{*}\right)\left(\overline{s_{L}}\gamma^{\mu}b_{L}\right)\left(\overline{\ell}\gamma_{\mu}\ell\right)\;.

Since C9=C9SM+C9NPC_{9\ell}=C_{9\ell}^{\rm SM}+C_{9\ell}^{\rm NP}, the above equation is equivalent to

C9NP\displaystyle C_{9\ell}^{\rm NP} =\displaystyle= 42π2gZ2GFMZ2e2XSα[VdL]tb[VdL]ts[VCKM]tb[VCKM]ts.\displaystyle\frac{4\sqrt{2}\,\pi^{2}\,g^{2}_{Z^{\prime}}\,}{\,G_{F}\,M^{2}_{Z^{\prime}}\,e^{2}\,}\cdot X_{S}\,\alpha_{\ell}\cdot\frac{[V_{dL}]_{tb}[V_{dL}]_{ts}^{*}}{[V_{\rm CKM}]_{tb}[V_{\rm CKM}]_{ts}^{*}}\;. (15)

Note that the WCs have scale dependence, however the qualitative inferences in this section do not change while running from the scale MZM_{Z^{\prime}} to mbm_{b}. From eq. (15), the two relevant Wilson coefficients are related by C9eNP(mb)=αeC9μNP(mb)C_{9e}^{\text{NP}}(m_{b})=\alpha_{e}C_{9\mu}^{\text{NP}}(m_{b}).

From the global fits, we have seen that the sign of C9μNPC_{9\mu}^{\text{NP}} needed to explain the observed bsb\to s anomalies has to be negative, for the NP to destructively interfere with the SM, where C9μSMC_{9\mu}^{\text{SM}} is positive WC-SM . This leads to

XS[VdL]tb[VdL]ts[VCKM]tb[VCKM]ts<0,X_{S}\cdot\frac{[V_{dL}]_{tb}[V_{dL}^{*}]_{ts}}{[V_{\rm CKM}]_{tb}[V_{\rm CKM}]_{ts}^{*}}<0\;, (16)

i.e., either the charge XSX_{S} is negative, or the ratio

mix[VdL]tb[VdL]ts[VCKM]tb[VCKM]ts\mathcal{R}_{\text{mix}}\equiv\dfrac{[V_{dL}]_{tb}[V_{dL}^{*}]_{ts}}{[V_{\rm CKM}]_{tb}[V_{\rm CKM}]_{ts}^{*}}\; (17)

is negative. In ref. prev-paper , the assumption of VuL=𝕀V_{uL}=\mathbb{I} led to VdL=VCKMV_{dL}=V_{\rm CKM}, so that mix\mathcal{R}_{\rm mix} was always unity. As a result, only those symmetry combinations where XS<0X_{S}<0 had been selected. These are the categories A, B, C shown in Table 2. In this paper, we follow a generalized approach, without the assumption VuL=𝕀V_{uL}=\mathbb{I}. This allows three additional categories, viz. AA, BB and CC, as shown in Table. 2, where the sign of XSX_{S} is positive.

3 Experimental constraints

We work in the limit where all additional NP particles apart from ZZ^{\prime} are decoupled, and determine constraints in the plane of (MZ,gZ)\left(M_{Z^{\prime}},g_{Z^{\prime}}\right). The global fits already provide constraints on these parameters from radiative, semileptonic, and leptonic B decays. These parameters can be further constrained by collider searches and the neutral meson mixing data, which we describe in the following subsections. The constraints from neutrino trident production are sub-leading for the relevant mass-coupling range of ZZ^{\prime} ben-b3-lmu , and electroweak precision constraints can be evaded when ZZZ-Z^{\prime} mixing is taken to be small Erler:2009jh and the other NP particles are decoupled; these constraints are not included in our analysis.

3.1 Collider constraints

The large amount of data being collected at the LHC strongly constrains any new physics that couples to light quarks. Our scenarios in table 2 necessarily have non-zero couplings of ZZ^{\prime} to the first two generations of quarks. Therefore, the ZZ^{\prime} particle will be produced at the LHC for low MZM_{Z^{\prime}} and high enough gZg_{Z^{\prime}} values. Furthermore, even a ZZ^{\prime} that couples dominantly to the third generations may be produced in a pp collision, albeit with a smaller cross section due to the smaller parton fraction in the proton. The non-observation of any such particle so far puts severe constraints on model parameters. The main observations that would constrain our class of models are:

As we show below, the most stringent limits come from dimuon searches. A comparison of the limits from all above observables can be seen in figure 2.

For tt¯t\bar{t} searches, currently there is a measurement of tt¯t\bar{t} pair production cross section with 35.9 fb-1 data from CMS CMS:2020tvq and 139 fb-1 data from ATLAS ATLAS:2020aln . Limits can be calculated either by using the total cross section or the invariant mass spectrum shape in addition. The best measurement for the total cross section is currently 830±39830\pm 39 pb ATLAS:2020aln , and is completely consistent with the calculated SM cross section. We therefore require that the contribution from NP to the total tt¯t\bar{t} cross section keeps the prediction less than two sigma away from the measured value. Further incorporating the tt¯t\bar{t} spectral shape, a lower bound MZ3.2M_{Z^{\prime}}\gtrsim 3.2 TeV is obtained for gZ=1g_{Z^{\prime}}=1, as can be seen in figure 2.

For MZ3M_{Z^{\prime}}\lesssim 3 TeV, the background for dijet searches is high as compared to that for the tt¯t\bar{t} searches, and hence the sensitivity of tt¯t\bar{t} searches is better. However, at higher ZZ^{\prime} masses, the dijet searches give slightly stronger constraints. For example, MZ4.5M_{Z^{\prime}}\gtrsim 4.5 TeV for gZ=1g_{Z^{\prime}}=1, as seen in figure 2.

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Figure 2: Comparison of sensitivities of tt¯t\bar{t} ATLAS:2020aln , dijet ATLAS:2019fgd and dimuon cms-dilepton resonance searches for the scenario A1 (which is likely to lead to the strongest tt¯t\bar{t} bounds). The limits from dimuon channel are much stronger than the other searches. The dimuon limits are extrapolated in the range 5.5 GeV <MZ<M_{Z}^{\prime}\leq 10 TeV (dashed) using the shape of the dimuon invariant mass spectrum, and can be seen to match those from the available dimuon CMS search cms-dilepton in the interval 3.5 GeV MZ\leq M_{Z}^{\prime}\leq 5.5 TeV.

Our condition |αe|<|αμ||\alpha_{e}|<|\alpha_{\mu}| implies that the constraints from the di-electron searches would always be weaker than those from the dimuon searches. Hence, we focus on the dimuon channel. Experiments provide measurements of the invariant mass spectrum in the dimuon final state. Due to the simplicity of the final state, this may be interpreted in terms of a 95% upper limit on the production cross-section of ZZ^{\prime} (with minimal fiducial cuts). The parameter space (MZ,gZM_{Z^{\prime}},g_{Z^{\prime}}) can then be constrained in any given scenario by comparing the theoretical production cross-section with the experimental 95% confidence limits. Such upper limits are available from the ATLAS experiment atlas-dilepton for MZ<6M_{Z^{\prime}}<6 TeV, and from the CMS experiment cms-dilepton for MZ<5.5M_{Z^{\prime}}<5.5 TeV. We use the constraints from CMS, which are slightly stronger than those from ATLAS, to represent the dimuon limits. As we see from figure 2, dimuon constraints are much stronger than either tt¯t\bar{t} or dijet constraints for the scenario A1 (or equivalently, AA1). This observation remain true for all scenarios listed in table 2.

Using the number of observed events with high invariant mass, we can extend the dimuon limits to higher values of MZM_{Z^{\prime}} for which the calculated limits have not been published by the experimental analyses (see figure 2). The details of our calculations are explained in appendix A. The published bounds from CMS are available for MZ5.5M_{Z^{\prime}}\leq 5.5 TeV. Our calculated limits agree with these limits in the region 3.5TeVMZ5.53.5\;{\rm TeV}\leq M_{Z^{\prime}}\leq 5.5 TeV, thereby justifying the method used for extrapolation. For the rest of this study, we use the published CMS dimuon limits upto MZ5.5M_{Z^{\prime}}\leq 5.5 TeV, and our extrapolation for masses 5.5TeV<MZ105.5\;\text{TeV}<M_{Z^{\prime}}\leq 10 TeV.

Note that a 10 TeV ZZ^{\prime} can be excluded for high-enough coupling for all of our scenarios. On the other hand, requiring at least three events as a threshold for detection puts the LHC reach for the discovery of ZZ^{\prime} to MZ46M_{Z^{\prime}}\approx 4-6 TeV, depending on the scenario in table 2.

3.2 Neutral meson mixing constraints

Apart from mediating tree-level bsb\to s\ell\ell transitions, the additional ZZ^{\prime} particle would also be responsible for generating tree-level mixing in BdB¯dB_{d}-\overline{B}_{d}, BsB¯sB_{s}-\overline{B}_{s} and KK¯K-\overline{K} sectors. These new physics contributions are heavily constrained from data utfit . Since the mixing constraints are not taken into consideration in global fits matias-2019 ; mahmoudi-2019 ; matias-2021 ; mahmoudi-2021 , one has to incorporate them separately. Additionally, the new physics contributions generated by ZZ^{\prime} only affect the operators with left handed quark currents, as the right handed mixing is smaller in comparison to the left handed mixing (see ref. prev-paper and section 4.2). Hence ZZ^{\prime} contributes to the same operators as in the SM. We get

CPSM(μ)CPtot(μ)=CPSM(μ)+CPNP(μ),C^{\rm SM}_{P}(\mu)\to C^{\rm tot}_{P}(\mu)=C^{\rm SM}_{P}(\mu)+C^{\rm NP}_{P}(\mu)\;, (18)

where CPNPC^{\rm NP}_{P} at the MZM_{Z^{\prime}} scale are given as

CKNP(MZ)\displaystyle C^{\text{NP}}_{K}(M_{Z^{\prime}}) =\displaystyle= 2π2XS2gZ2([VdL]td[VdL]ts)2MZ2GF2MW2,\displaystyle\frac{{2\pi^{2}\,X_{S}^{2}\,g^{2}_{Z^{\prime}}\left([V_{dL}]_{td}[V_{dL}]^{*}_{ts}\right)^{2}}}{M^{2}_{Z^{\prime}}G_{F}^{2}M_{W}^{2}}\;,
CBdNP(MZ)\displaystyle C^{\text{NP}}_{B_{d}}(M_{Z^{\prime}}) =\displaystyle= 2π2XS2gZ2([VdL]tb[VdL]td)2MZ2GF2MW2([VCKM]tb[VCKM]td)2,\displaystyle\frac{{2\pi^{2}\,X_{S}^{2}\,g^{2}_{Z^{\prime}}\left([V_{dL}]_{tb}[V_{dL}]^{*}_{td}\right)^{2}}}{M^{2}_{Z^{\prime}}G_{F}^{2}M_{W}^{2}\left([V_{\rm CKM}]_{tb}[V_{\rm CKM}]^{*}_{td}\right)^{2}}\;,
CBsNP(MZ)\displaystyle C^{\text{NP}}_{B_{s}}(M_{Z^{\prime}}) =\displaystyle= 2π2XS2gZ2([VdL]tb[VdL]ts)2MZ2GF2MW2([VCKM]td[VCKM]ts)2.\displaystyle\frac{{2\pi^{2}\,X_{S}^{2}\,g^{2}_{Z^{\prime}}\left([V_{dL}]_{tb}[V_{dL}]^{*}_{ts}\right)^{2}}}{M^{2}_{Z^{\prime}}G_{F}^{2}M_{W}^{2}\left([V_{\rm CKM}]_{td}[V_{\rm CKM}]^{*}_{ts}\right)^{2}}\;. (19)

Here PP generically refers to one of the BdB_{d}, BsB_{s} or KK meson. Note that while the CKM factors explicitly appear for BB¯B-\overline{B} mixings, they are conventionally absorbed in CKSM(μ)C^{\text{SM}}_{K}(\mu). After incorporating the running of the effective operators at one-loop order in QCD at MWM_{W} scale buras-review , the WCs are obtained as

CPNP(MW)=[αs(mt)αs(MW)]623[αs(MZ)αs(mt)]27CPNP(MZ),C^{\text{NP}}_{P}(M_{W})=\left[\frac{\alpha_{s}(m_{t})}{\alpha_{s}(M_{W})}\right]^{\frac{6}{23}}\,\left[\frac{\alpha_{s}(M_{Z^{\prime}})}{\alpha_{s}(m_{t})}\right]^{\frac{2}{7}}C^{\text{NP}}_{P}(M_{Z^{\prime}})\;, (20)

where PP stands for K,BdK,B_{d}, or BsB_{s}. Note that the running of SM and NP is identical after the MWM_{W} scale, hence we have taken the running here only upto WW-mass scale. These additional contributions to PP¯P-\overline{P} mixing get constrained from the measurements. The constraints on Δm\Delta m and CP-violating phases are parameterized utfit in terms of

CϵKIm[K0|efftot|K0¯]Im[K0|effSM|K0¯],CBqe2iϕBqBq|efftot|Bq¯Bq|effSM|Bq¯,C_{\epsilon_{K}}\equiv\frac{\text{Im}\left[\left\langle K_{0}|\mathcal{H}^{\text{tot}}_{\text{eff}}|\bar{K_{0}}\right\rangle\right]}{\text{Im}\left[\left\langle K_{0}|\mathcal{H}^{\text{SM}}_{\text{eff}}|\bar{K_{0}}\right\rangle\right]}\;,\quad C_{B_{q}}e^{2i\phi_{B_{q}}}\equiv\frac{\left\langle B_{q}|\mathcal{H}^{\text{tot}}_{\text{eff}}|\bar{B_{q}}\right\rangle}{\left\langle B_{q}|\mathcal{H}^{\text{SM}}_{\text{eff}}|\bar{B_{q}}\right\rangle}\;, (21)

which can be studied in the plane of (MZ,gZ)(M_{Z^{\prime}},g_{Z^{\prime}}) for a given symmetry and a given VdLV_{dL}. Note that as mentioned in section 2, we do not consider the constraint from ΔmK\Delta m_{K} as it is dominated by long distance corrections utfit . For constraining our model parameter, we shall require that the allowed parameter space lies within 2σ\sigma uncertainties for all these five observables, viz. CϵKC_{\epsilon_{K}}, CBdC_{B_{d}}, CBsC_{B_{s}}, ϕBd\phi_{B_{d}}, and ϕBs\phi_{B_{s}}.

4 Testing the scenarios against experimental constraints

In any given scenario, the flavor constraints crucially depend on VdLV_{dL}. Indeed, as can be seen in eq. (15), the value of C9μNPC_{9\mu}^{\rm NP} is related to XSX_{S} through mix\mathcal{R}_{\rm mix}, which depends on VdLV_{dL}. In ref. prev-paper , we had chosen the MFV-like scenario VdL=VCKMV_{dL}=V_{\rm CKM} and Xu=XcX_{u}=X_{c}, which gave rise to mix=1\mathcal{R}_{\rm mix}=1 for BdB¯dB_{d}-\overline{B}_{d} and BsB¯sB_{s}-\overline{B}_{s} mixing. In this paper, we will also allow more general scenarios for VdLV_{dL}.

4.1 “MFV-like” scenarios with VdL=VCKMV_{dL}=V_{\rm CKM}

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Figure 3: The constraints in the (MZ,gZ)\left(M_{Z^{\prime}},g_{Z^{\prime}}\right) plane for scenarios from categories A, B and C, with VdL=VCKMV_{dL}=V_{\rm CKM}. While the light pink bands represent the combined 2σ2\sigma-allowed parameter space from the meson mixing data utfit16 and bsb\to s global-fit mahmoudi-2016 in 2016, the darker bands include the 2018 constraints from the meson mixing data utfit and the 2021 updates to the bsb\to s global fits mahmoudi-2021 . The regions above the dotted (solid) lines are excluded at 95%95\% C.L., with 13.3 (140) fb-1 total integrated luminosity, using dimuon searches atlas-dilepton-old ; cms-dilepton . The gray bands indicate the current exclusion for scenarios A1, B1 and C1.

When VdL=VCKMV_{dL}=V_{\rm CKM}, the CKM factors in eq. (15) cancel, and the C9μNPC_{9\mu}^{\text{NP}} Wilson coefficient simplifies to

C9μNP(MZ)\displaystyle C_{9\mu}^{\text{NP}}(M_{Z^{\prime}}) =\displaystyle= 42π2XSgZ2GFMZ2e2.\displaystyle\frac{4\sqrt{2}\pi^{2}X_{S}\,g^{2}_{Z^{\prime}}}{G_{F}M^{2}_{Z^{\prime}}\,e^{2}}\;. (22)

The desired negative value of C9μNPC_{9\mu}^{\rm NP} is obtained if XS<0X_{S}<0. This points towards the scenarios belonging to the categories A, B and C listed in table 2.

We now subject these scenarios to the experimental constraints discussed in section 3. The results are presented in fig 3. Note that for scenarios belonging to the same category, the global-fit constraints are identical, and so are the neutral meson mixings constraints. However collider constraints are different for sub-scenarios (like A1 and A2) which have different XX-charge assignments for quarks. We can clearly see that, on one hand, the allowed 2σ2\sigma bands from global-fit have started to become narrower, while on the other hand, the constraints from LHC are becoming considerably more stringent. The current data with 140 fb-1 total integrated luminosity cms-dilepton has essentially ruled out all the parameter space for these MFV-like models.

The freedom of choice of VdLV_{dL} allows us to find scenarios that survive the stringent collider and meson-mixing constraints above. This will be shown in the next subsection.

4.2 Non-minimal flavor violating (non-MFV) scenarios

Transition from MFV-like mixing, i.e. VdL=VCKMV_{dL}=V_{\rm CKM}, to non-MFV mixing with VdLVCKMV_{dL}\neq V_{\rm CKM} would be severely constrained by measurements in the KK¯K-\overline{K} sector, where the value of ϵK\epsilon_{K} as given in eq. (21) is very well measured. However, these constraints can be evaded if VdLV_{dL} is chosen to be real. In the rest of the paper, we shall continue with real VdLV_{dL}.

As seen in section 2.5, the resolution of RK()R_{K^{(*)}} anomalies needs XSmix<0X_{S}\mathcal{R}_{\text{mix}}<0. Writing the real VdLV_{dL} in terms of three mixing angles θ12\theta_{12}, θ23\theta_{23}, θ13\theta_{13} (similar to the CKM parameterization), mix\mathcal{R}_{\text{mix}} in eq. (17) can be written as

mix\displaystyle\mathcal{R}_{\text{mix}} =\displaystyle= [cosθ12cosθ13sin2θ23]dL[cosθ12cosθ13sin2θ23(1+eiδtanθ12sinθ13cotθ23)]CKM\displaystyle\frac{[\cos\theta_{12}\cos\theta_{13}\sin{2\theta_{23}}]_{dL}}{[\cos\theta_{12}\cos\theta_{13}\sin{2\theta_{23}}(1+e^{-i\delta}\tan{\theta_{12}}\sin{\theta_{13}}\cot{\theta_{23}})]_{\rm CKM}} (23)
\displaystyle\approx [cosθ12cosθ13sin2θ23]dL[cosθ12cosθ13sin2θ23]CKM.\displaystyle\quad\quad\quad\quad\quad\quad\frac{[\cos\theta_{12}\cos\theta_{13}\sin{2\theta_{23}}]_{dL}}{[\cos\theta_{12}\cos\theta_{13}\sin{2\theta_{23}}]_{\rm CKM}}\;.

Note that, since mix\mathcal{R}_{\rm mix} can have either sign, the sign of XSX_{S} can now be positive as well as negative. This allows the categories AA, BB and CC from table 2 to be viable candidates, in addition to the categories A, B and C considered earlier. Moreover, if the magnitude of mix\mathcal{R}_{\rm mix} is large, the required values of C9μNPC_{9\mu}^{\rm NP} may become possible even with lower values of gZ/MZg_{Z^{\prime}}/M_{Z^{\prime}}, as can be seen from eq. (15). However, the parameter mix\mathcal{R}_{\rm mix} cannot be too large, otherwise the simultaneous explanation of bsb\to s\ell\ell anomalies along with neutral meson mixing constraints from Bd/sB¯d/sB_{d/s}-\overline{B}_{d/s} mixing would be difficult. Thus, a modest enhancement of mix\mathcal{R}_{\rm mix} is required to make these scenarios compatible with the global fits, neutral meson mixing data, and collider constraints.

Since [cosθ12cosθ13]CKM1[\cos\theta_{12}\cos\theta_{13}]_{\rm CKM}\approx 1, one would need [sin2θ23]dL[sin2θ23]CKM[\sin 2\theta_{23}]_{dL}\gtrsim[\sin 2\theta_{23}]_{\rm CKM} for the enhancement in mix\mathcal{R}_{\rm mix}. In a simplified scenario, we can take θ12,dL0\theta_{12,dL}\approx 0 and θ13,dL0\theta_{13,dL}\approx 0, which leads to

mix[sin2θ23]dL[sin2θ23]CKM.\mathcal{R}_{\text{mix}}\approx\frac{[\sin{2\theta_{23}}]_{dL}}{[\sin 2\theta_{23}]_{\rm CKM}}\;. (24)

The choice of small θ12,dL\theta_{12,dL} and θ13,dL\theta_{13,dL} would also limit the severity of collider constraints. Note that our choice of VdLV_{dL} is the same as that in ref. ben-b3-lmu . This choice of VdLV_{dL} makes the constraints from BsB¯sB_{s}-\overline{B}_{s} mixing to be very crucial. From eq. (4), one can then obtain the corresponding matrix in VdRV_{dR} as

θ12,dR0,θ13,dR0,θ23,dR=tan1(msmb[tanθ23]dL).\theta_{12,dR}\approx 0\;,\quad\theta_{13,dR}\approx 0\;,\quad\theta_{23,dR}=\tan^{-1}\left({\frac{m_{s}}{m_{b}}[\tan\theta_{23}]_{dL}}\right)\;. (25)

It can be seen from this equation, that the mixing induced due to VdRV_{dR} remains small unless we are close the limit where θ23,dLnπ/2\theta_{23,dL}\to n\pi/2. We will stay away from these limits in this paper. Our approximation of ignoring the right handed currents, used in eqns. (514) and section 3.2, is thus justified.

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Figure 4: The constraints in the (MZ,gZ)\left(M_{Z^{\prime}},g_{Z^{\prime}}\right) plane for the non-MFV scenarios, for fixed values of θ23,dL\theta_{23,dL}. The pink, green, and blue coloured bands indicate the combined 2σ2\sigma-allowed regions from the bsb\to s global fit mahmoudi-2021 and neutral meson mixing data utfit . The regions above the solid lines are excluded to 95%95\% C.L., with 140 fb-1 total integrated luminosity, using dimuon searches cms-dilepton . The gray bands indicate the current 95%95\% C.L. exclusion regions for scenarios A1, B1, C1, AA1, BB1 and CC1, in the respective plots. The dashed lines represent the reach of collider constraints with 3000 fb-1 total integrated luminosity.

The introduction of non-minimal flavor violation in its frugal form has allowed us an extra parameter θ23,dL\theta_{23,dL}. The sign of C9μNPC_{9\mu}^{\text{NP}} dictates that the symmetries in categories A, B and C will work if θ23,dL\theta_{23,dL} is in the first quadrant, and categories AA, BB and CC will work if θ23,dL\theta_{23,dL} lies in the second quadrant.

In figure 4, we present the main results of this section in the plane of (MZ,gZ)\left(M_{Z^{\prime}},g_{Z^{\prime}}\right), for a few selected values of θ23,dL\theta_{23,dL}. From the figure, the following observations may be made:

  • For a given category, the combined constraints from the bsb\to s global fit and neutral meson mixing with a given θ23,dL\theta_{23,dL} value are identical to those with 90θ23,dL90^{\circ}-\theta_{23,dL}.

  • As the flavor constraints depend on XSmixX_{S}\mathcal{R}_{\rm mix}, they can be identical for the scenarios that have the same value of |XS||X_{S}| but opposite sign, with θ23,dL\theta_{23,dL} values differing by 9090^{\circ}. For example, compare A(θ23,dL=5\theta_{23,dL}=5^{\circ}) with AA(θ23,dL=95\theta_{23,dL}=95^{\circ}). The collider constraints for these pairs are, however, different.

  • The constraints for B2 and C1 are almost identical, and so are the constraints for BB2 and CC1. This is because the scenarios in these pairs carry identical XX charges for quarks and muons. They differ only in the sign of XeX_{e}, however the global fit mahmoudi-2021 is nearly symmetric in C9eNPC_{9e}^{\rm NP}, as can be seen in figure 1.

  • In the categories A, B, C, smaller θ23,dL\theta_{23,dL} values 510\approx 5^{\circ}-10^{\circ} satisfy the flavor constraints, neutrino mixing, and collider constraints simultaneously. However, this is not possible for larger θ23,dL\theta_{23,dL} values, as may be seen from the thinning of the colored bands with an increase in θ23,dL\theta_{23,dL}. This happens because C9NPC_{9\ell}^{\rm NP} is proportional to mix\mathcal{R_{\rm mix}}, while the BsB¯sB_{s}-\overline{B}_{s} mixing is sensitive to mix2\mathcal{R}^{2}_{\rm mix}, and does not allow it to take a larger value. A similar comment applies to the categories AA, BB, CC, where the allowed θ23,dL\theta_{23,dL} values are 95100\approx 95^{\circ}-100^{\circ}.

  • The symmetries belonging to categories A and AA, where new physics contributes only in the muon (and/or) tau sector, stay ruled out from the current constraints on the dimuon resonance search at LHC cms-dilepton . At higher luminosities of 3000 fb-1 at the LHC, the parameter space relevant for scenarios B1, B2, C1 and BB1 may also be completely probed by the collider searches, for MZ10M_{Z^{\prime}}\leq 10 TeV.

  • The scenarios BB2 and CC1 will be the most difficult to rule out even with the high luminosity run of the LHC. This is expected since they have the smallest XX-charges for quarks among all the categories (see table 2). These scenarios correspond to the leptonic symmetry combinations Le±3Lμ+LτL_{e}\pm 3L_{\mu}+L_{\tau}, with positive XSX_{S} values.

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Figure 5: The constraints in the plane of (θ23,dL,MZ)\left(\theta_{23,dL},M_{Z^{\prime}}\right) for a fixed value of gZg_{Z^{\prime}}, for categories B and BB. The pink and blue bands show the 2σ2\sigma-allowed regions from the bsb\to s global fit mahmoudi-2021 and neutral meson mixing data utfit , respectively. The thin purple region satisfies the two constraints simultaneously. The regions below the solid (dashed) horizontal lines for scenarios in category B (BB) are excluded to 95%\% C.L., with 140 fb-1 total integrated luminosity, using dimuon searches cms-dilepton . The gray band shows the current exclusion for the BB2 scenario.

In figure 5, we show the incompatibility of the BsB¯sB_{s}-\overline{B}_{s} constraints with the bsb\to s global fit at large [sin2θ23]dL[\sin 2\theta_{23}]_{dL} values, for categories B and BB as representative examples. All our findings from figure 4 may be reconfirmed here. The neutral-meson mixing constraints for the pairs of categories (B, BB) are identical and the global fit constraints are mirror images of one another around 9090^{\circ}. Only the tiny narrow regions, shaded in purple, survive both these simultaneously. It can also be noted that the collider constraint is the weakest for the scenario BB2. Hence, this scenario is expected to be the most difficult to rule out even with the higher luminosity runs of LHC.

Indeed, for the scenarios with first two generations of quarks charged under U(1)XU(1)_{X}, it is difficult to simultaneously explain the bsb\to s\ell\ell anomalies along with neutrino mixing and neutral meson mixing, while staying compatible with the collider constraints. In this section, we identified a suitable simple choice of VdLV_{dL} that can circumvent the otherwise stringent collider constraints for some of the scenarios, without the addition of any new particle in our construction. Even with this non-minimal flavor violation, the scenarios with leptonic symmetry combinations LμLτL_{\mu}-L_{\tau} and LμL_{\mu} stay ruled out. The leptonic symmetry combinations Le±3LμLτL_{e}\pm 3L_{\mu}-L_{\tau} and Le3Lμ+LτL_{e}-3L_{\mu}+L_{\tau} emerge as the viable ones with the current data, though they will be further probed with the high-luminosity data at the LHC, with 3000 fb-1 of integrated luminosity. Thus in our frugal setup, the data seems to hint towards the possibility of new physics in the electron as well as tau sector, in addition to the muon sector.

5 Summary and concluding remarks

In our present work, we identify a class of U(1)XU(1)_{X} models which can simultaneously explain the bsb\to s\ell\ell anomalies and neutrino mixing patterns. We identify the XX-charges using hints from the previous measurements and global fits in a bottom-up approach. We follow the principle of frugality, i.e., try to minimize the number of additional fields beyond SM. The only fields added are three right-handed neutrinos, an additional SM doublet Higgs, and a SM-singlet scalar. The methodology followed here is similar to the one considered in ref. prev-paper .

We focus on the construction of scenarios where the NP contributes primarily to 𝒪9μ\mathcal{O}_{9\mu} as well as 𝒪9e\mathcal{O}_{9e}. The global fits matias-2021 ; mahmoudi-2021 imply the sign of C9μNPC_{9\mu}^{\rm NP} has to be necessarily negative, and the magnitude of new physics contributions in electron has to be smaller than muon. The sign of C9eNPC_{9e}^{\rm NP} is not constrained by the global fits. The choice of vector-like XX-charges ensures vanishing C10()C_{10}^{(\prime)}, and helps make the theory anomaly-free. Note that contributions due to 𝒪9\mathcal{O}_{9\ell}^{{}^{\prime}} also remain negligible in our analysis.

The stringent constraint from KK¯K-\overline{K} implies equal charges for the first two quark generations. The requirement of generating b¯γμPLsZμ\overline{b}\gamma_{\mu}P_{L}s{Z^{\prime}}^{\mu} interaction through tree-level exchange of ZZ^{\prime} dictates that the XX-charge of the third generation quarks must be necessarily different from the first two. The additional Higgs doublet with an appropriate XX-charge then generates the desired quark mixing.

The singlet scalar SS breaks the U(1)XU(1)_{X} symmetry spontaneously and helps generate the neutrino masses and their mixing pattern. The choice of equal XX-charges of SS and ΦNP\Phi_{\rm NP} prevents the emergence of a massless Goldstone boson in the spectrum. This also relates the XX-charges of quarks with the leptons, which can be uniquely determined using the requirement of anomaly cancellation.

The observed neutrino mixing patterns restrict the possible leptonic symmetries in our frugal set-up, where the scalar singlet SS is sufficient to generate the neutrino masses and mixing patterns. This also leads to an important consequence that all the identified scenarios necessarily have non-zero XX-charges for all generations of quarks. This may be contrasted with the scenarios where only third generation of quarks are charged, e.g. B3LμB_{3}-L_{\mu} symmetry. Such scenarios would require more particles than those that are already present in our frugal set-up, for simultaneous explanations of neutrino mixing patterns and bsb\to s\ell\ell flavor anomalies.

To generate the correct (negative) sign of C9μNPC_{9\mu}^{\rm NP}, we find that the combination XSmixX_{S}\mathcal{R}_{\rm mix} should be negative. In ref. prev-paper , where the MFV-like mixing VdL=VCKMV_{dL}=V_{\rm CKM} was chosen, we had mix=1\mathcal{R}_{\rm mix}=1, which implied that only the scenarios with XS<0X_{S}<0 can explain the flavor anomalies well. However, allowing the departure of VdLV_{dL} from VCKMV_{\rm CKM} enables us to select a broader set of scenarios with both positive and negative signs of XSX_{S}. In our analysis, we work in the limit where all additional NP particles apart from ZZ^{\prime} are decoupled, so that the relevant parameter space is that of the mass and coupling of ZZ^{\prime}, viz. (MZ,gZM_{Z^{\prime}},g_{Z^{\prime}}) for different choices of VdLV_{\rm dL}.

Experimental limits from the collider searches and neutral meson mixing give the dominant constraints on (MZ,gZM_{Z^{\prime}},g_{Z^{\prime}}). The neutral meson mixing constraints are evaluated for KK¯K-\overline{K} and Bd/sB¯d/sB_{d/s}-\overline{B}_{d/s} oscillations. We compare the exclusion limits from resonance searches in dijet, tt¯t\bar{t} and dilepton channels, and find that the CMS dimuon search gives the most stringent constraints for all scenarios. We find that, after taking into account the recent full run-2 data from the LHC, no MFV-like scenario compatible with the flavor anomalies remains allowed. The stringent collider constraints arise because of the non-zero XX-charge assignment of the first two quark generations, necessitated in our frugal set-up.

By relaxing the assumption of the CKM-like mixing for VdLV_{dL}, the collider constraints can be made compatible with the flavor anomalies for scenarios with leptonic symmetries of the form Le±3LμLτL_{e}\pm 3L_{\mu}-L_{\tau} and Le3Lμ+LτL_{e}-3L_{\mu}+L_{\tau}. We demonstrate this with a simple non-MFV scenario where VdLV_{dL} only involves mixing between the second and the third generations, parameterized by θ23,dL\theta_{23,dL}. In order to generate the desired sign of C9μNPC_{9\mu}^{\text{NP}}, the new mixing angle θ23,dL\theta_{23,dL} necessarily lies in the first (second) quadrant for scenarios with negative (positive) XSX_{S}. Note that scenarios with NP contributions present only in muon (and/or tau), stay ruled out even when the mixing is allowed to be non-MFV.

We extrapolate the resonant dimuon search limits to MZM_{Z^{\prime}} values upto 10 TeV, to investigate future prospects for a ZZ^{\prime} discovery. While the scenarios with leptonic symmetry Le±3LμLτL_{e}\pm 3L_{\mu}-L_{\tau} and negative XSX_{S}, as well as Le3Lμ+LτL_{e}-3L_{\mu}+L_{\tau} with either sign of XSX_{S}, will be completely probed with 3000 fb-1 total integrated luminosity, the scenarios with Le±3LμLτL_{e}\pm 3L_{\mu}-L_{\tau} and positive XSX_{S} will be difficult to rule out even with the high luminosity run at the LHC.

To conclude, our class of frugal U(1)XU(1)_{X} models, that employ a minimal number of particles beyond the SM, can account for bsb\to s anomalies as well as the neutrino mixing pattern. The recent stringent collider constraints can be overcome by a one-parameter choice of VdLV_{dL}, without any additional particles, for a set of scenarios where ZZ^{\prime} couples to all three lepton generations.

Acknowledgments

The authors would like to thank Abhaya Kumar Swain and IACS for help with computational resources. A.D. acknowledges support of the Department of Atomic Energy (DAE), Government of India, under Project Identification No. RTI4002. ND acknowledges support from the Department of Science and Technology through grant number SB/S2/RJN-070.

Appendix A Extrapolation of exclusion limits from dimuon searches

Here we describe the procedure for extrapolating the exclusion limits from collider searches, using the ATLAS dimuon search atlas-dilepton as an example. In general, experiments provide the observed invariant mass spectrum in each final state. This final shape depends on the production cross section, branching fraction for the relevant decay mode, as well as the detector acceptances and efficiencies. For a more complicated observable, it would be difficult for a phenomenological study to use this information without detailed description of the efficiencies. However, in the dimuon case, once the basic fiducial cuts (described in ref. atlas-dilepton ) are taken into account, we find that we can reproduce the published experimental limits accurately.

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Figure 6: Our calculated dimuon limits for scenario A1 in the (MZ,gZ)\left(M_{Z^{\prime}},g_{Z^{\prime}}\right) plane, using the procedure described in the text. The comparison with the published results of ATLAS atlas-dilepton and CMS cms-dilepton collaboration shows that our extrapolated results (dashed) agree with the published limits (solid) for high values of MZM_{Z^{\prime}}. The matching for MZ3.5M_{Z^{\prime}}\gtrsim 3.5 TeV for other scenarios in table 2 is at a similar level. The gray shaded band in the figure highlights the full constraint used, i.e. published limits from cms-dilepton upto MZ<5.5M_{Z^{\prime}}<5.5 TeV and the extrapolated limits in the range 5.5 TeV <MZ<<M_{Z^{\prime}}< 10 TeV.

The total number of events expected from a signal hypothesis (choice of charges, mZm_{Z^{\prime}}, and gZg_{Z^{\prime}}) can be obtained by

Nsig=σgen×ϵfid×int,N_{\mathrm{sig}}=\sigma_{\mathrm{gen}}\times\epsilon_{\mathrm{fid}}\times\mathcal{L_{\rm int}}\;, (26)

where σgen\sigma_{\mathrm{gen}} is the production cross section into the dimuon final state, ϵfid\epsilon_{\mathrm{fid}} is the efficiency of the fiducial cuts, and int\mathcal{L}_{\rm int} is the integrated luminosity.

A simple Poisson likelihood can be constructed using binned data. In our case, since we are only interested in the extrapolation to high masses, we simplify the problem by looking at only the last bin, which collects all observations with the dilepton invariant mass M>2M_{\ell\ell}>2 TeV for the ATLAS dilepton search atlas-dilepton . For a single bin, Poisson likelihood (\mathcal{L}) for observed number of events nn and expected number of events μ\mu is given as

μ=eμμnn!,\mathcal{L}_{\mu}=\frac{e^{-{\mu}}\mu^{n}}{{n}!}\;, (27)

leading to

χ2\displaystyle\chi^{2} =\displaystyle= 2log(s+bb)=2[s+nlog(1+sb)].\displaystyle-2\log\left(\frac{\mathcal{L}_{s+b}}{\mathcal{L}_{b}}\right)=-2\left[-s+n\log\left(1+\frac{s}{b}\right)\right]\;. (28)

Here ss and bb are the expected number of signal and background events, respectively. In order to get 95% confidence limits, the above equation is solved for ss for χ2=3.841\chi^{2}=3.841, which corresponds to one-sided p-value of 0.05 for one degree of freedom.

The choice of only one bin for the high mass tail of the resonance mass distribution implies that our upper limits are conservative, since we do not use the information on the modification of the shape of the distribution due to non-resonant contribution. Figure 6 shows that this prescription matches the high-end (MZ>3.5M_{Z^{\prime}}>3.5 TeV) official limits very well, and therefore can be used reliably. This simple formulation thus allows us to extrapolate the limits for MZM_{Z^{\prime}} up to 10 TeV, as well as to calculate expected sensitivities from future runs at the LHC (assuming that all events scale with integrated luminosity).

A similar exercise may be carried out with the CMS data as well. However, we find that a flat overall efficiency factor of 0.4 is needed to reliably get the same upper limits as published by CMS cms-dilepton where the last bin collects all events with dimuon invariant mass greater than 1.81.8 TeV. The comparison of our calculation with published ATLAS and CMS are shown in figure 6. Even though our calculated CMS limits deviate from the ones published with full shape analysis for low MZM_{Z^{\prime}} as expected, they match very well for all values of MZ>3.5M_{Z^{\prime}}>3.5 TeV, and can be used for extrapolation to high masses with confidence.

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