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[a]Biplab Dey, on behalf of the LHCb collaboration

Angular analyses of rare decays at the LHC

Abstract

Loop-suppressed penguin bsb\to s transitions are sensitive to heavy New Physics particles propagating inside the loops. Thanks to the large sample sizes from the LHC, we are able to perform multidimensional angular analyses that are sensitive to interferences between the Standard Model and New Physics terms. This article surveys the latest results, primarily from LHCb, on bs\mup\munb\to s\mup\mun electroweak and bsγb\to s\gamma radiative penguins.

1 Introduction and theory

Refer to caption
Figure 1: Flavor-changing neutral currents occur only at the loop-level in the SM but can be enhanced by NP effects, both in loop (penguin) and tree-level diagrams.

In the Standard Model (SM), the flavor-changing neutral current process bsb\rightarrow s is forbidden at the tree-level and proceeds only via loop-suppressed diagrams as shown in Fig. 1. These provide excellent avenues to probe New Physics (NP) contributions that can enter either in loop- or tree-level processes such as via Leptoquarks (LQ) or heavy ZZ^{\prime} boson, as shown in Fig. 1. This article focuses on the electroweak (EWP) and radiative (Rad) penguin diagrams, but gluonic penguins can also be an important NP source. A convenient theoretical formalism to study such decays is to regard the SM as a low energy effective field theory containing dimension d4d\leq 4 local operators from renormalizability requirements. Higher dimensional operators can be added with an appropriate cutoff scale Λ\mathchar 28931\relax, as

eff(x)=SM(x)+d>4CiΛd4𝒪i(d)(x)\displaystyle\mathcal{L}_{\rm eff}(x)=\displaystyle\mathcal{L}_{\rm SM}(x)+\sum_{d>4}\frac{C_{i}}{{\mathchar 28931\relax}^{d-4}}\mathcal{O}_{i}^{(d)}(x) (1)

whereby the NP amplitudes have (E/Λ)d4(E/{\mathchar 28931\relax})^{d-4} behavior in the energy, EE: divergent at high energies, but suppressed at EΛE\ll{\mathchar 28931\relax}. Most relevant for rare bsb\rightarrow s decays are d=6d=6 operators that yield 𝒜effCSM/mW2+CNP/ΛNP2\mathcal{A}_{\rm eff}\sim C^{\rm SM}/m^{2}_{W}+C^{\rm NP}/{\mathchar 28931\relax}^{2}_{\rm NP}. The basis comprises 10 operators [1]: 𝒪1,2\mathcal{O}_{1,2} (4-quark tree), 𝒪36\mathcal{O}_{3-6} (4-quark penguins) and 𝒪8\mathcal{O}_{8} (gluonic penguin) that are suppressed for the EWP/Rad modes. The dominant left-handed contributions are from the electromagnetic dipole and weak vector (axialvector) operators

𝒪7γ=e16π2mb(s¯σμνPRb)Fμν,𝒪9V(10A)=e216π2(s¯γμPLb)(¯γμ(γ5)).\displaystyle\mathcal{O}_{7\gamma}=\frac{e}{16\pi^{2}}m_{b}(\overline{s}\sigma_{\mu\nu}P_{R}b)F^{\mu\nu},\;\;\;\mathcal{O}_{9V(10A)}=\frac{e^{2}}{16\pi^{2}}(\overline{s}\gamma_{\mu}P_{L}b)(\overline{\ell}\gamma^{\mu}(\gamma_{5})\ell). (2)

The corresponding right-handed (quark side) operators are suppressed in the SM, but can be enhanced in NP scenarios. The dimensionless couplings (Wilson coefficients) associated with the operators in Eq. 2 encode the short distance physics. They are calculated at the mWm_{W} scale by integrating out the heavy degrees of freedom from the full theory and evolving to the mbm_{b} scale using renormalization group equations. The total amplitudes 𝒜(if)=Cn(mb)f|𝒪n(mb)|ihad\mathcal{A}(i\rightarrow f)=\displaystyle C_{n}(m_{b})\langle f|\mathcal{O}_{n}(m_{b})|i\rangle_{\rm had} also contains the long-distance physics (QCD/hadronization) which mostly comes from local form-factors (FFs) that are computed from lattice QCD and other theory tools, but can get important non-local contributions (rescattering, charm loops) that are hard to estimate theoretically.

Thanks to the large bb¯b\overline{b} samples available at the LHC, a comprehensive effort on multidimensional angular analyses in bs+b\rightarrow s\ell^{+}\ell^{-} and bsγb\rightarrow s\vec{\gamma} is ongoing. These offer a rich set of angular observables sensitive to ΔCiCiSMCiNP\Delta C_{i}\equiv C_{i}^{\rm SM}-C_{i}^{\rm NP}. The thrust has been to identify and probe “theoretically clean observables” with reduced dependence on the QCD contributions that often form the largest theory uncertainties. The angles for a typical 4-body final state decay is shown in Fig. 2 for Λb0pK+\vec{{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}}\rightarrow pK^{-}\ell^{+}\ell^{-}; the two other kinematic variables being q2m+2q^{2}\equiv m^{2}_{\ell^{+}\ell^{-}} and k2mpK2k^{2}\equiv m^{2}_{pK}. For an unpolarized parent Λb0{{\mathchar 28931\relax}^{0}_{\mathrm{b}}} (or spin-0 B(s)B_{(s)} mesons), ϕ\phi_{\ell} is set to 0 and χ=ϕp\chi=\phi_{p} is the single azimuthal angle between the dilepton and dihadron decay planes. Equivalent variables apply for BKπ+B\rightarrow K\pi\ell^{+}\ell^{-} and Bs0K+K+B_{s}^{0}\rightarrow K^{+}K^{-}\ell^{+}\ell^{-}.

Refer to caption
Figure 2: The four angular variables for the decay of a polarized Λb0\vec{{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}} decaying to a 4-body final state, pK+pK^{-}\ell^{+}\ell^{-}: θl\theta_{l} (θp\theta_{p}) is the \ell^{-} (proton) helicity angle. The beam direction, Λ{\mathchar 28931\relax}^{\ast} flight direction and the Λb0{{\mathchar 28931\relax}^{0}_{\mathrm{b}}} polarization defines a coordinate system relative to which the dilepton and dihadron azimuthal angles can be defined as ϕ\phi_{\ell} and ϕp\phi_{p}.

2 Electroweak penguins

2.1 The golden channel: B0K0+B^{0}\rightarrow K^{\ast 0}\ell^{+}\ell^{-}

Refer to caption
Figure 3: B0K0μ+μB^{0}\rightarrow K^{\ast 0}\mu^{+}\mu^{-}: (a) world-average of the P5P^{\prime}_{5} measurements compared to theory (filled/hatched boxes). The situation is representative after publication of the LHCb Run 1 results. (b) effect on C9,10NPC^{\rm NP}_{9,10} from a recent global fit in Ref. [2].

B0K0+B^{0}\rightarrow K^{\ast 0}\ell^{+}\ell^{-} has been a gold-plated channel [1] since the BB-factory era due to the relatively narrow K0(892)K^{\ast 0}(892) resonance. Especially in the low q2q^{2} regime, where the recoiling K0K^{\ast 0} has a large γ\gamma-factor in the parent B0B^{0} frame, QCD sum rules on the light-cone (LCSR) affords control over the FF calculations. However, with the BaBar/Belle statistics, only 1-dimensional angular analyses in either the lepton or hadron helicity angles (cosθl\cos\theta_{l} or cosθK\cos\theta_{K}) were possible [3]. Full 3-dimensional analysis in dθldθKdχd\theta_{l}d\theta_{K}d\chi in q2q^{2} bins was possible only with the advent of LHCb. For instance, while the full BaBar dataset had 𝒪(50)\mathcal{O}(50) B0K0(K+π)μ+μB^{0}\rightarrow K^{\ast 0}(\rightarrow K^{+}\pi^{-})\mu^{+}\mu^{-} events, the existing Run1+2 LHCb dataset already includes 𝒪(104)\mathcal{O}(10^{4}) clean signal events for this muonic mode. On the other hand, BB-factories, including Belle II, have complementary advantages, with better reconstruction for the π0\pi^{0} isospin modes as well the dielectron channels.

An important result from the muonic analyses at LHCb is tension with SM predictions in the angular observable P5P^{\prime}_{5} [4] (see Fig. 3a). Similar tensions have also been seen in B+K+μ+μB^{+}\rightarrow K^{\ast+}\mu^{+}\mu^{-} [5] and Bs0ϕμ+μB_{s}^{0}\rightarrow\phi\mu^{+}\mu^{-} [6]. A related tension is observed in the overall branching fractions in several bsμ+μb\rightarrow s\mu^{+}\mu^{-} modes which tend to consistently lie lower than the SM predictions [7, 8, 9]. Competitive results have also come from ATLAS/CMS [10, 11, 12] where the advantage is higher overall luminosity, but the disadvantage is the limited BB-physics trigger bandwidth and lack of a RICH detector for K+/π+/pK^{+}/\pi^{+}/p separation. Numerous global fits with different data subsets, statistical methods and theory priors have been performed [2] pointing to a preferred negative C9NPC^{\rm NP}_{9}. The major point of contention, however, has been the effect of non-factorizable long-distance contributions due to soft+hard gluons from charm-loops that can mimic NP effects (see Fig. 3b). To constrain the non-factorizable part in a data-driven fashion, LHCb has performed an unbinned angular analysis [13, 14] using the same dataset as in Ref. [5]. The underlying transversity amplitudes are

𝒜λ=0,,L,R=\displaystyle\mathcal{A}^{L,R}_{\tiny\lambda=0,\parallel,\perp}= Nλ{[(C9±C9)(C10±C10)]λ+2mbMBq2[(C7±C7)λT16π2MBmbλ]},\displaystyle N_{\lambda}\left\{{\color[rgb]{0,0,0}\left[(C_{9}\pm C^{\prime}_{9})\mp(C_{10}\pm C^{\prime}_{10})\right]}\mathcal{F}_{\lambda}+\frac{2m_{b}M_{B}}{q^{2}}\left[(C_{7}\pm C^{\prime}_{7})\mathcal{F}^{T}_{\lambda}-16\pi^{2}\frac{M_{B}}{m_{b}}{\color[rgb]{0,0,0}\mathcal{H}_{\lambda}}\right]\right\}, (3)

where λ\mathcal{F}_{\lambda} are the usual local FFs (taken from LCSR and lattice QCD) and λ\mathcal{H}_{\lambda} are the new non-factorizable part which are extracted from a q2q^{2}-dependent parameterization. The values of CiSMC_{i}^{\rm SM} are taken from theory, while allowing for C9,10NPC_{9,10}^{\rm NP} to be floated. The results of the fit are shown in Fig. 4. Good consistency is found in the extracted binned observables compared to Ref. [5]. The overall tension with the SM is reduced to 1.8σ\sim 1.8\sigma in C9C_{9}, and 1.4σ\sim 1.4\sigma in global fits. The full Run 1+2 analysis and more precise theory FFs will improve upon these results.

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Figure 4: B0K0μ+μB^{0}\rightarrow K^{\ast 0}\mu^{+}\mu^{-} long-distance contribution fits [13, 14]: (a) q2q^{2} projections; (b) effect on Re(C9,10NP)Re(C^{\rm NP}_{9,10}).

2.2 Access to tensor states in BXsμ+μB\rightarrow X_{s}\mu^{+}\mu^{-}

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Figure 5: Tensor states in (a) B0K+πμ+μB^{0}\rightarrow K^{+}\pi^{-}\mu^{+}\mu^{-}, (b) Bs0K+Kμ+μB^{0}_{s}\rightarrow K^{+}K^{-}\mu^{+}\mu^{-} decays.

While most of the theory and experimental investigations have focused on the ground state vector states K(892)K^{\ast}(892) and ϕ(1020)\phi(1020) in BB-meson decays, LHCb has also probed the excited K0,2(1430)K+πK^{\ast}_{0,2}(1430)\rightarrow K^{+}\pi^{-} [15] and f2(1525)K+Kf^{\prime}_{2}(1525)\rightarrow K^{+}K^{-} [7], including an angular moments analysis [16] for the former, to separate the SS-, PP- and DD-wave KπK\pi states. The results are shown in Fig. 5. The theory interpretation however will require reliable FFs for BB decays to these excited states.

2.3 Angular analysis of BKμ+μB\rightarrow K\mu^{+}\mu^{-}

For the 3-body final state BKμ+μB\rightarrow K\mu^{+}\mu^{-}, only the lepton helicity angle, θl\theta_{l}, can be defined and the SM predicts an almost pure sin2θl\sin^{2}\theta_{l} distribution save for small effects due to the muon mass. The angular distribution is be sensitive to new scalar and tensor operators via the new terms AFBA_{\rm FB} and FHF_{\rm H}:

dΓ/dcosθl34(1FH)sin2θ+12FH+AFBcosθ.\displaystyle d\Gamma/d\cos\theta_{l}\propto\frac{3}{4}(1-{\color[rgb]{0,0,0}F_{\rm H}})\sin^{2}\theta_{\ell}+\frac{1}{2}{\color[rgb]{0,0,0}F_{\rm H}}+{\color[rgb]{0,0,0}A_{\rm FB}}\cos\theta_{\ell}. (4)

Figure 6 shows the results of the fit to Run 1 data for both B+,0B^{+,0} [17], subject to the constraints |AFB|FH/2|A_{\rm FB}|\leq F_{\rm H}/2, 0FH30\leq F_{\rm H}\leq 3, such that the rate in Eq. 4 is positive. The extracted AFBA_{\rm FB} and FHF_{\rm H} in different q2q^{2} bins are also consistent with SM.

Refer to caption
Figure 6: Charged and neutral BKμ+μB\rightarrow K\mu^{+}\mu^{-} angular analysis [17]: (a) projection in cosθl\cos\theta_{l} showing the expected sin2θl\sin^{2}\theta_{l} distribution. (b) extracted AFBA_{\rm FB} and FHF_{\rm H} with uncertainty contours.

2.4 Λb0Λμ+μ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow{\mathchar 28931\relax}\mu^{+}\mu^{-} moments analysis

LHCb is unique among the BB-factories to have access to all bb-hadron species, including large samples of Λb0{{\mathchar 28931\relax}^{0}_{\mathrm{b}}} baryons. Therefore it is possible to probe bsb\rightarrow s penguin decays in the baryonic sector as well. For Λb0Λ0{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow{\mathchar 28931\relax}^{0} transition, the narrow Λ0{\mathchar 28931\relax}^{0} state allows lattice QCD calculations [18] for the FFs. For a given value of q2q^{2}, the decay rate for polarized Λb0\vec{{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}} and Λ0\vec{{\mathchar 28931\relax}^{0}} depends on five angles, Ω={θ,θl,ϕ,θh,ϕh}\vec{\mathchar 28938\relax}=\{\theta,\theta_{l},\phi_{\ell},\theta_{h},\phi_{h}\} (see Fig. 2) and is expanded in an orthonormal angular basis as

d5Γ(q2)dΩ=332π2i=134Ki(q2)fi(Ω).\displaystyle\frac{d^{5}\Gamma(q^{2})}{d\vec{\mathchar 28938\relax}}=\frac{3}{32\pi^{2}}\sum_{i=1}^{34}K_{i}(q^{2})f_{i}(\vec{\mathchar 28938\relax}). (5)

The KiK_{i} moments can be related to more familiar observables such as forward-backward asymmetries in the angles: AFB=[32K3](cosθl)A^{\ell}_{\rm FB}=[\frac{3}{2}K_{3}](\rightarrow\cos\theta_{l}), AFBh=[K4+12K5](cosθh)A^{h}_{\rm FB}=[K_{4}+\frac{1}{2}K_{5}](\rightarrow\cos\theta_{h}), AFBh=[34K6](cosθlcosθh)A^{\ell h}_{\rm FB}=[\frac{3}{4}K_{6}](\rightarrow\cos\theta_{l}\cos\theta_{h}). If the Λb0{{\mathchar 28931\relax}^{0}_{\mathrm{b}}} is unpolarized, only the first 10 moments are non-zero [19]. Due to the long-lived nature of the Λ0{\mathchar 28931\relax}^{0}, its reconstruction in LHCb is somewhat non-trivial. At low q2q^{2}, the Run 1 analysis [8] found very few events. Therefore the analysis using Run 1 + partial Run 2 (collected between 2011-16) [20] focused on the high-q2q^{2} region, q2[15,20]q^{2}\in[15,20] GeV2. The results are shown in Fig. 7. The SM predictions are taken from the EOS [19] software package and show a slight tension with the data in the K6K_{6} observable.

Refer to caption
Figure 7: Λb0Λ0μ+μ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow{\mathchar 28931\relax}^{0}\mu^{+}\mu^{-} angular analysis in q2[15,20]q^{2}\in[15,20] GeV2 [20]: (a) first 10 moments from Eq. 5; (b) comparison of the background-subtracted data and angular moments model.

2.5 Differential cross-sections for Λb0Λ(1520)μ+μ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow\mathchar 28931\relax(1520)\mu^{+}\mu^{-}

Refer to caption
Figure 8: m(pK)m(pK^{-}) spectrum from Run 1 Λb0pKμ+μ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow pK^{-}\mu^{+}\mu^{-} LHCb data: (a) at the J/ψ{J\mskip-3.0mu/\mskip-2.0mu\psi\mskip 2.0mu} resonance [21]; (b) in the non-resonant region [22].

The first observation of Λb0pKμ+μ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow pK^{-}\mu^{+}\mu^{-} decay using LHCb Run 1 data [22] demonstrated a rich m(pK)m(pK) spectrum. The comparison between the resonant and non-resonant spectra is shown in Fig. 8. Employing the full Run 1+2 datasets, LHCb has examined the m(pK)m(pK^{-}) region around the narrow Λ(1520)\mathchar 28931\relax(1520) resonance. Integrating over the angles and including the resonances Λ(1405)(12){\mathchar 28931\relax}(1405)(\frac{1}{2}^{-}), Λ(1520)(32){\mathchar 28931\relax}(1520)(\frac{3}{2}^{-}), Λ(1600)(12+){\mathchar 28931\relax}(1600)(\frac{1}{2}^{+}) and Λ(1800)(12){\mathchar 28931\relax}(1800)(\frac{1}{2}^{-}), 1-dimensional fits are performed in m(pK)m(pK^{-}). Differential cross-sections for the Λb0Λ(1520)μ+μ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow\mathchar 28931\relax(1520)\mu^{+}\mu^{-} decay are also provided [23] that show large discrepancies with theory calculations in the low q2q^{2} region (see Fig. 9).

Refer to caption
Figure 9: Λb0Λ(1520)μ+μ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow\mathchar 28931\relax(1520)\mu^{+}\mu^{-} [23]: (a) low q2q^{2}, (b) high q2q^{2}, (c) dΓ/dq2d\Gamma/dq^{2}.

3 Radiative penguins

In the SM, due to the left-handed nature of the weak interaction, the photon from a bsγb\rightarrow s\gamma is almost purely left-handed; the right-handed component is suppressed (C7msmbC7C^{\prime}_{7}\sim\frac{m_{s}}{m_{b}}C_{7}) and is a sensitive NP probe. However, one needs angular analyses to extract the interferences. LHCb probes this in several ways: very low q2q^{2} angular analysis of B0K0e+eB^{0}\rightarrow K^{\ast 0}e^{+}e^{-} [24] and Bs0ϕe+eB^{0}_{s}\rightarrow\phi e^{+}e^{-}; angular analysis of B+K+π+πγB^{+}\rightarrow K^{+}\pi^{+}\pi^{-}\gamma [25],; time-dependent CP violation of Bs0ϕγB^{0}_{s}\rightarrow\phi\gamma [26] and B0KS0π+πγB^{0}\rightarrow K^{0}_{\scriptscriptstyle S}\pi^{+}\pi^{-}\gamma; angular analyses of Λb0Λ0()γ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow{\mathchar 28931\relax}^{0(\ast)}\gamma [27].

3.1 Angular analysis of Λb0Λ0γ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow{\mathchar 28931\relax}^{0}\gamma

Refer to caption
Figure 10: (a) If the hadronic system has a 3-body decay, the normal to the plane defines a preferred direction to extract the photon polarization from the up-down asymmetry in cosθ\cos\theta [25]. (b) An exception is the 2-body decay of Λpπ\vec{{\mathchar 28931\relax}}\rightarrow p\pi^{-} where the measurable polarization of the Λ0{\mathchar 28931\relax}^{0} provides the preferred direction.

To measure the photon polarization in HbHsγH_{b}\rightarrow H_{s}\vec{\gamma}, the hadronic system must undergo a 3-body decay, so that the normal to the plane defines a preferred direction and the up-down asymmetry is proportional to the photon polarization, λγ\lambda_{\gamma}. For example, this has been utilized in B+K+π+πγB^{+}\rightarrow K^{+}\pi^{+}\pi^{-}\gamma [25] as shown in Fig 10a. In such cases, due to poor knowledge of the resonant structures in the HsH_{s} system and thereby the hadronic current 𝒥μhad\mathcal{J}_{\mu}^{\rm had}, the proportionality factor remains unknown and λγ\lambda_{\gamma} can still not be extracted out. An exception is the 2-body decay of Λ0pπ\vec{{\mathchar 28931\relax}^{0}}\rightarrow p\pi^{-}, where the self-analyzing nature of the Λ0{\mathchar 28931\relax}^{0} polarization provides the preferred direction. Moreover, the differential rate is dΓ/dcosθp(1αΛλγcosθ)d\Gamma/d\cos\theta_{p}\propto(1-\alpha_{\mathchar 28931\relax}\lambda_{\gamma}\cos\theta) where the Λ0{\mathchar 28931\relax}^{0} decay asymmetry parameter αΛ\alpha_{\mathchar 28931\relax} is known quite precisely [28] and thereby λγ\lambda_{\gamma} can be extracted from a fit to the cosθp\cos\theta_{p} slope, as shown in Fig 10b. Experimentally, Λb0Λ0γ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow{\mathchar 28931\relax}^{0}\gamma is challenging due to lack of a reconstructible secondary vertex for the Λb0{{\mathchar 28931\relax}^{0}_{\mathrm{b}}} decay. Employing dedicated reconstruction to reject the high background, the first observation with Run 2 2016 data was reported in Ref. [29] and the polarization measurement with full Run 2 was reported in Ref. [27]. The measured value of αγ=0.820..26+0.17(stat.)0.13+0.04(syst.)\alpha_{\gamma}=0.82^{+0.17}_{-0..26}{\rm(stat.)}^{+0.04}_{-0.13}{\rm(syst.)} is compatible with the SM expectation of 1 and from global C7()C_{7}^{(^{\prime})} fits, reducing a 4-fold ambiguity in the C7NPC_{7}^{\rm NP} phase to a 2-fold ambiguity.

3.2 Angular analysis of Λb0pKγ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow pK^{-}\gamma

Refer to caption
Figure 11: Fit projections for Λb0pKγ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow pK^{-}\gamma in the m(pK)m(pK) varaiable. The shaded areas depict interferences between Λ{\mathchar 28931\relax}^{\ast} states with the same spin-paiity.

As for the electroweak penguin case in Sec. 2.5, for the radiative Λb0Λ(pK)γ{{\mathchar 28931\relax}^{0}_{\mathrm{b}}}\rightarrow{\mathchar 28931\relax}^{\ast}(pK^{-})\gamma decay, the [pK][pK^{-}] system is dominated by a large number of overlapping resonances. Employing the full Run1+2 data, LHCb has performed a 2-dimensional angular analysis of this mode in {m(pK),cosθp}\{m(pK),\cos\theta_{p}\}. All well-established Λ{\mathchar 28931\relax}^{\ast} states [28] are included in an isobar model with Breit-Wigner lineshapes incorporating mass-dependent widths. The only exception is the Λ(1405){\mathchar 28931\relax}(1405) resonance where a two-pole Flatte-form is used. To reduce the large set of parameters, the maximum orbital angular momentum of the ΛpK{\mathchar 28931\relax}^{\ast}\rightarrow pK^{-} decay is taken to be L=3L=3. The result from such a reduced model is shown in Fig. 11. The fit fractions and interference fit fractions are reported from the amplitude analysis.

4 Summary and outlook

The large existing Run 1+2 data samples at the LHC has already allowed the hitherto (pre-LHC) “rare” bsb\rightarrow s decays to be probed in an unprecedented fashion. This will continue into the LHCb upgrade era, with Run 3 having already commenced. Multi-dimensional angular analyses in both the electroweak and radiative penguin sectors have given rise to surprising tensions. A large and mature angular analysis effort exists at LHCb which will continue to be evolve. The thrust will be to include time-dependent CP violation [30] in more rare decay angular analyses, as well as to probe the further Cabibbo-suppressed bdb\rightarrow d transitions [31, 32].

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