- Open Access
Model-independent unbinned analysis of : Zeroes, bounds, Wilson coefficients, and symmetries
Phys. Rev. D 112, 016007 – Published 7 July, 2025
DOI: https://doi.org/10.1103/vwjb-ddsq
Abstract
We present a model-independent method to study the four-body decay , based on extracting continuous observables with a moments approach. The method allows the observables to be determined unbinned in both the dilepton and invariant masses on which the decay dynamics depend. This will allow the method to shed new light on how the observables depend on the - and -wave contributions to the system. This approach contrasts with the state-of-the-art analyses, which bin in dilepton and mass or use a model for the dependence of the underlying decay amplitudes on these masses. The method does not require making a statistical fit and so avoids problems of biases and poor uncertainty estimation when dealing with small samples or a large number of fit parameters. We provide the Standard Model predictions for the unbinned optimized observables, derive new geometrical bounds on their values, and study the robustness of these bounds in the presence of a scalar new physics contribution. We explore the zero-crossing points of and observables as a function of a new physics contribution to the dominant vector Wilson coefficient, . We also discuss the conditions that can be used to test the theoretical model of the amplitudes needed for an experimental amplitude analysis. Finally, as an illustration, we show how the proposed method might be used to extract the zero-crossing points, make a comparison with the bounds and test a nontrivial relation between the observable values.
Physics Subject Headings (PhySH)
Article Text
References (68)
- S. Descotes-Genon, J. Matias, M. Ramon, and J. Virto, J. High Energy Phys. 01 (2013) 048.
- R. Aaij et al. (LHCb Collaboration), J. High Energy Phys. 06 (2014) 133.
- R. Aaij et al. (LHCb Collaboration), Phys. Rev. Lett. 127, 151801 (2021).
- R. Aaij et al. (LHCb Collaboration), Phys. Rev. Lett. 131, 111802 (2023).
- R. Aaij et al. (LHCb Collaboration), Phys. Rev. D 108, 012018 (2023); 109, 119902(E) (2024).
- R. Aaij et al. (LHCb Collaboration), Phys. Rev. Lett. 125, 011802 (2020).
- S. Wehle et al. (Belle Collaboration), Phys. Rev. Lett. 118, 111801 (2017).
- A. Hayrapetyan et al. (CMS Collaboration), Phys. Lett. B 864, 139406 (2025).
- M. Aaboud et al. (ATLAS Collaboration), J. High Energy Phys. 10 (2018) 047.
- S. Descotes-Genon, T. Hurth, J. Matias, and J. Virto, J. High Energy Phys. 05 (2013) 137.
- B. Capdevila, A. Crivellin, S. Descotes-Genon, J. Matias, and J. Virto, J. High Energy Phys. 01 (2018) 093.
- R. Aaij et al. (LHCb Collaboration), Phys. Rev. Lett. 132, 131801 (2024).
- R. Aaij et al. (LHCb Collaboration), J. High Energy Phys. 09 (2024) 026.
- N. Gubernari, D. van Dyk, and J. Virto, J. High Energy Phys. 02 (2021) 088.
- N. Gubernari, M. Reboud, D. van Dyk, and J. Virto, J. High Energy Phys. 09 (2022) 133.
- C. Cornella, G. Isidori, M. König, S. Liechti, P. Owen, and N. Serra, Eur. Phys. J. C 80, 1095 (2020).
- U. Egede, M. Patel, and K. A. Petridis, J. High Energy Phys. 06 (2015) 084.
- A. Beck, M. Atzeni, and E. Smith, arXiv:2503.22549.
- B. Grinstein, R. P. Springer, and M. B. Wise, Phys. Lett. B 202, 138 (1988).
- G. Buchalla, A. J. Buras, and M. E. Lautenbacher, Rev. Mod. Phys. 68, 1125 (1996).
- E. E. Jenkins, A. V. Manohar, and P. Stoffer, J. High Energy Phys. 03 (2018) 016.
- P. Gambino, M. Gorbahn, and U. Haisch, Nucl. Phys. B673, 238 (2003).
- C. Bobeth, P. Gambino, M. Gorbahn, and U. Haisch, J. High Energy Phys. 04 (2004) 071.
- M. Misiak and M. Steinhauser, Nucl. Phys. B764, 62 (2007).
- T. Huber, E. Lunghi, M. Misiak, and D. Wyler, Nucl. Phys. B740, 105 (2006).
- T. Huber, T. Hurth, and E. Lunghi, Nucl. Phys. B802, 40 (2008).
- M. Algueró, A. Biswas, B. Capdevila, S. Descotes-Genon, J. Matias, and M. Novoa-Brunet, Eur. Phys. J. C 83, 648 (2023).
- N. Gubernari, A. Kokulu, and D. van Dyk, J. High Energy Phys. 01 (2019) 150.
- A. Bharucha, D. M. Straub, and R. Zwicky, J. High Energy Phys. 08 (2016) 098.
- J. Charles, A. Le Yaouanc, L. Oliver, O. Pene, and J. C. Raynal, Phys. Rev. D 60, 014001 (1999).
- M. Beneke and T. Feldmann, Nucl. Phys. B592, 3 (2001).
- S. Descotes-Genon, L. Hofer, J. Matias, and J. Virto, J. High Energy Phys. 12 (2014) 125.
- B. Capdevila, S. Descotes-Genon, L. Hofer, and J. Matias, J. High Energy Phys. 04 (2017) 016.
- S. Jäger and J. Martin Camalich, J. High Energy Phys. 05 (2013) 043.
- A. Khodjamirian, T. Mannel, A. A. Pivovarov, and Y. M. Wang, J. High Energy Phys. 09 (2010) 089.
- R. R. Horgan, Z. Liu, S. Meinel, and M. Wingate, Phys. Rev. D 89, 094501 (2014).
- C. Bourrely, I. Caprini, and L. Lellouch, Phys. Rev. D 79, 013008 (2009); 82, 099902(E) (2010).
- A. J. Buras, M. Misiak, M. Munz, and S. Pokorski, Nucl. Phys. B424, 374 (1994).
- S. Descotes-Genon, L. Hofer, J. Matias, and J. Virto, J. High Energy Phys. 06 (2016) 092.
- M. Bordone, G. isidori, S. Mächler, and A. Tinari, Eur. Phys. J. C 84, 547 (2024).
- M. A. Shifman, in 8th International Symposium on Heavy Flavor Physics (World Scientific, Singapore, 2000), Vol. 3, pp. 1447–1494.
- B. Grinstein and D. Pirjol, Phys. Rev. D 70, 114005 (2004).
- M. Beylich, G. Buchalla, and T. Feldmann, Eur. Phys. J. C 71, 1635 (2011).
- J. Lyon and R. Zwicky, arXiv:1406.0566.
- B. Capdevila and A. Scaffidi (to be published).
- M. Algueró, P. A. Cartelle, A. M. Marshall, P. Masjuan, J. Matias, M. A. McCann, M. Patel, K. A. Petridis, and M. Smith, J. High Energy Phys. 12 (2021) 085.
- U. Egede, T. Hurth, J. Matias, M. Ramon, and W. Reece, J. High Energy Phys. 10 (2010) 056.
This is an approximation as lattice information is fitted together with the experimental data.
- F. Beaujean, M. Chrząszcz, N. Serra, and D. van Dyk, Phys. Rev. D 91, 114012 (2015).
- R. Aaij et al. (LHCb Collaboration), J. High Energy Phys. 02 (2016) 104.
- R. Aaij et al. (LHCb Collaboration), J. High Energy Phys. 12 (2016) 065.
- R. Aaij et al. (LHCb Collaboration), Phys. Rev. D 109, 052009 (2024).
- T. Cover and P. Hart, IEEE Trans. Inf. Theory 13, 21 (1967).
- F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg et al., J. Mach. Learn. Res. 12, 2825 (2011), http://jmlr.org/papers/v12/pedregosa11a.html.
- A. Savitzky and M. J. E. Golay, Anal. Chem. 36, 1627 (1964).
- M. R. Hestenes and E. Stiefel, J. Res. Natl. Bur. Stand. 49, 409 (1952).
- R. Aaij et al. (LHCb Collaboration), J. Instrum. 19, P05065 (2024).
- J. Matias and N. Serra, Phys. Rev. D 90, 034002 (2014).
- J. Matias, F. Mescia, M. Ramon, and J. Virto, J. High Energy Phys. 04 (2012) 104.
- T. Hurth, F. Mahmoudi, and S. Neshatpour, Phys. Rev. D 108, 115037 (2023).
- F. Beaujean, C. Bobeth, and S. Jahn, Eur. Phys. J. C 75, 456 (2015).
- C. Bobeth, G. Hiller, and D. van Dyk, Phys. Rev. D 87, 034016 (2013).
- A. Ali, G. F. Giudice, and T. Mannel, Z. Phys. C 67, 417 (1995).
- G. Kumar and N. Mahajan, Phys. Rev. D 93, 054041 (2016).
- B. Capdevila, J. Matias, M. Novoa-Brunet, M. Patel, and M. Smith (to be published).
- D. Aston et al., Nucl. Phys. B296, 493 (1988).
- Z. Rui and W.-F. Wang, Phys. Rev. D 97, 033006 (2018).
- W. Altmannshofer, P. Ball, A. Bharucha, A. J. Buras, D. M. Straub, and M. Wick, J. High Energy Phys. 01 (2009) 019.