- Open Access
Lepton flavor violation: From muon decays to muon colliders
Phys. Rev. D 113, 015003 – Published 5 January, 2026
DOI: https://doi.org/10.1103/bg4z-dmgb
Abstract
We investigate the unique potential of a high-energy muon collider to probe lepton-flavor-violating signals arising from physics beyond the Standard Model (SM). Low-energy, precision searches for charged lepton flavor violation (LFV) are projected to dramatically improve their sensitivity in the coming years and could provide the first evidence of new physics. We interpret the sensitivity of these searches in terms of a set of LFV operators in the SM effective field theory. The same operators are then probed at the TeV scale via new, high-energy processes only available at a high-energy muon collider, such as or the scattering of a muon of an electroweak gauge boson into LFV final states. We find that, for most operators, a muon collider could confirm signals if they are seen at future low-energy experiments, whereas for certain flavor combinations it extends the reach to scales well beyond those accessible at lower energies. We also project the sensitivity of a muon collider to lepton-flavor-violating decays of the SM Higgs boson and demonstrate improved sensitivity to and by an order of magnitude compared to the High-Luminosity LHC. The importance of having multiple, complementary probes is illustrated by considering both various combinations of operators and relative sizes of flavor-violating transitions between generations under various assumptions for the flavor structure of new physics.
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References (190)
- C. M. Ankenbrandt et al., Status of muon collider research and development and future plans, Phys. Rev. ST Accel. Beams 2, 081001 (1999).
- M.-H. Wang, Y. Nosochkov, Y. Cai, and M. Palmer, Design of a 6 TeV muon collider, in Proceedings of the 6th International Particle Accelerator Conference (2015), p. TUPTY081.
- M. Boscolo, J.-P. Delahaye, and M. Palmer, The future prospects of muon colliders and neutrino factories, Rev. Accel. Sci. Techol. 10, 189 (2019).
- D. Neuffer and V. Shiltsev, On the feasibility of a pulsed 14 TeV c.m.e. muon collider in the LHC tunnel, J. Instrum. 13, T10003 (2018).
- J. P. Delahaye, M. Diemoz, K. Long, B. Mansoulié, N. Pastrone, L. Rivkin, D. Schulte, A. Skrinsky, and A. Wulzer, Muon colliders, arXiv:1901.06150.
- V. Shiltsev and F. Zimmermann, Modern and future colliders, Rev. Mod. Phys. 93, 015006 (2021).
- J. de Blas et al. (Muon Collider Collaboration), The physics case of a 3 TeV muon collider stage, arXiv:2203.07261.
- S. Jindariani et al. (Muon Collider Collaboration), Promising technologies and R&D directions for the future muon collider detectors, arXiv:2203.07224.
- D. Stratakis et al. (Muon Collider Collaboration), A muon collider facility for physics discovery, arXiv:2203.08033.
- N. Bartosik et al. (Muon Collider Collaboration), Simulated detector performance at the muon collider, arXiv:2203.07964.
- K. M. Black et al., Muon collider forum report, J. Instrum. 19, T02015 (2024).
- C. Accettura et al., Towards a muon collider, Eur. Phys. J. C 83, 864 (2023).
- C. Accettura et al. (International Muon Collider Collaboration), Interim report for the International Muon Collider Collaboration (IMCC), CERN Yellow Rep. Monogr. 2/2024, 1 (2024).
- C. Accettura et al. (International Muon Collider Collaboration), The muon collider, arXiv:2504.21417.
- (National Academies of Sciences Engineering and Medicine), Elementary Particle Physics: The Higgs and Beyond (The National Academies Press, Washington, DC, 2025).
- M. Bogomilov et al. (MICE Collaboration), Demonstration of cooling by the muon ionization cooling experiment, Nature (London) 578, 53 (2020).
- T. Han, Y. Ma, and K. Xie, High energy leptonic collisions and electroweak parton distribution functions, Phys. Rev. D 103, L031301 (2021).
- H. Al Ali et al., The muon Smasher’s guide, Rep. Prog. Phys. 85, 084201 (2022).
- T. Han, Y. Ma, and K. Xie, Quark and gluon contents of a lepton at high energies, J. High Energy Phys. 02 (2022) 154.
- R. Ruiz, A. Costantini, F. Maltoni, and O. Mattelaer, The effective vector boson approximation in high-energy muon collisions, J. High Energy Phys. 06 (2022) 114.
- F. Garosi, D. Marzocca, and S. Trifinopoulos, LePDF: Standard model PDFs for high-energy lepton colliders, J. High Energy Phys. 09 (2023) 107.
- E. Eichten and A. Martin, The muon collider as a factory, Phys. Lett. B 728, 125 (2014).
- N. Chakrabarty, T. Han, Z. Liu, and B. Mukhopadhyaya, Radiative return for heavy Higgs boson at a muon collider, Phys. Rev. D 91, 015008 (2015).
- D. Buttazzo, D. Redigolo, F. Sala, and A. Tesi, Fusing vectors into scalars at high energy lepton colliders, J. High Energy Phys. 11 (2018) 144.
- M. Chiesa, F. Maltoni, L. Mantani, B. Mele, F. Piccinini, and X. Zhao, Measuring the quartic Higgs self-coupling at a multi-TeV muon collider, J. High Energy Phys. 09 (2020) 098.
- T. Han, D. Liu, I. Low, and X. Wang, Electroweak couplings of the Higgs boson at a multi-TeV muon collider, Phys. Rev. D 103, 013002 (2021).
- P. Bandyopadhyay and A. Costantini, Obscure Higgs boson at colliders, Phys. Rev. D 103, 015025 (2021).
- D. Buttazzo, R. Franceschini, and A. Wulzer, Two paths towards precision at a very high energy lepton collider, J. High Energy Phys. 05 (2021) 219.
- W. Liu and K.-P. Xie, Probing electroweak phase transition with multi-TeV muon colliders and gravitational waves, J. High Energy Phys. 04 (2021) 015.
- T. Han, S. Li, S. Su, W. Su, and Y. Wu, Heavy Higgs bosons in 2HDM at a muon collider, Phys. Rev. D 104, 055029 (2021).
- R. Franceschini and M. Greco, Higgs and BSM physics at the future muon collider, Symmetry 13, 851 (2021).
- M. Chiesa, B. Mele, and F. Piccinini, Multi Higgs production via photon fusion at future multi-TeV muon colliders, Eur. Phys. J. C 84, 543 (2024).
- S. Chen, A. Glioti, R. Rattazzi, L. Ricci, and A. Wulzer, Learning from radiation at a very high energy lepton collider, J. High Energy Phys. 05 (2022) 180.
- S. Spor, Probe of the anomalous neutral triple gauge couplings in photon-induced collision at future muon colliders, Nucl. Phys. B991, 116198 (2023).
- M. Forslund and P. Meade, High precision Higgs from high energy muon colliders, J. High Energy Phys. 08 (2022) 185.
- M. Forslund and P. Meade, Precision Higgs width and couplings with a high energy muon collider, J. High Energy Phys. 01 (2024) 182.
- M. Ruhdorfer, E. Salvioni, and A. Wulzer, Invisible Higgs boson decay from forward muons at a muon collider, Phys. Rev. D 107, 095038 (2023).
- H. Amarkhail, S. C. Inan, and A. V. Kisselev, Probing anomalous couplings at a future muon collider, Nucl. Phys. B1005, 116592 (2024).
- S. Homiller, J. Lodman, A. Parikh, and M. Reece, Barr–Zee diagrams at a high-energy muon collider, J. High Energy Phys. 12 (2024) 134.
- R. Capdevilla, D. Curtin, Y. Kahn, and G. Krnjaic, Discovering the physics of at future muon colliders, Phys. Rev. D 103, 075028 (2021).
- D. Buttazzo and P. Paradisi, Probing the muon anomaly with the Higgs boson at a muon collider, Phys. Rev. D 104, 075021 (2021).
- W. Yin and M. Yamaguchi, Muon g-2 at a multi-TeV muon collider, Phys. Rev. D 106, 033007 (2022).
- G. Huang, F. S. Queiroz, and W. Rodejohann, Gauged at a muon collider, Phys. Rev. D 103, 095005 (2021).
- R. Capdevilla, D. Curtin, Y. Kahn, and G. Krnjaic, No-lose theorem for discovering the new physics of at muon colliders, Phys. Rev. D 105, 015028 (2022).
- N. Chen, B. Wang, and C.-Y. Yao, The collider tests of a leptophilic scalar for the anomalous magnetic moments, arXiv:2102.05619.
- G. Huang, S. Jana, F. S. Queiroz, and W. Rodejohann, Probing the anomaly at a muon collider, Phys. Rev. D 105, 015013 (2022).
- P. Asadi, R. Capdevilla, C. Cesarotti, and S. Homiller, Searching for leptoquarks at future muon colliders, J. High Energy Phys. 10 (2021) 182.
- P. Bandyopadhyay, A. Karan, R. Mandal, and S. Parashar, Distinguishing signatures of scalar leptoquarks at hadron and muon colliders, Eur. Phys. J. C 82, 916 (2022).
- S. Qian, C. Li, Q. Li, F. Meng, J. Xiao, T. Yang, M. Lu, and Z. You, Searching for heavy leptoquarks at a muon collider, J. High Energy Phys. 12 (2021) 047.
- S. Homiller, Q. Lu, and M. Reece, Complementary signals of lepton flavor violation at a high-energy muon collider, J. High Energy Phys. 07 (2022) 036.
- A. Azatov, F. Garosi, A. Greljo, D. Marzocca, J. Salko, and S. Trifinopoulos, New physics in : FCC-hh or a muon collider?, J. High Energy Phys. 10 (2022) 149.
- J.-L. Yang, C.-H. Chang, and T.-F. Feng, The leptonic di-flavor and di-number violation processes at high energy colliders, Chin. Phys. C 48, 043101 (2024).
- W. Altmannshofer, S. A. Gadam, and S. Profumo, Probing new physics with at a muon collider, Phys. Rev. D 108, 115033 (2023).
- S. Jana and S. Klett, Muonic force and neutrino non-standard interactions at muon colliders, Phys. Rev. D 110, 095011 (2024).
- N. Ghosh, S. K. Rai, and T. Samui, Search for a leptoquark and vector-like lepton in a muon collider, Nucl. Phys. B1004, 116564 (2024).
- T. Han, D. Liu, I. Low, and X. Wang, Electroweak scattering at the muon shot, Phys. Rev. D 110, 013005 (2024).
- S. Bhattacharya, S. Jahedi, S. Nandi, and A. Sarkar, Probing flavor constrained SMEFT operators through tc production at the muon collider, J. High Energy Phys. 07 (2024) 061.
- A. Glioti, D. Marzocca, and A. Wulzer, Flavor physics at high-energy muon colliders, arXiv:2509.08132.
- T. Han, Z. Liu, L.-T. Wang, and X. Wang, WIMPs at high energy muon colliders, Phys. Rev. D 103, 075004 (2021).
- S. Bottaro, A. Strumia, and N. Vignaroli, Minimal dark matter bound states at future colliders, J. High Energy Phys. 06 (2021) 143.
- J. Liu, Z.-L. Han, Y. Jin, and H. Li, Unraveling the scotogenic model at muon collider, J. High Energy Phys. 12 (2022) 057.
- A. Jueid and S. Nasri, Lepton portal dark matter at muon colliders: Total rates and generic features for phenomenologically viable scenarios, Phys. Rev. D 107, 115027 (2023).
- N. Vignaroli, Charged resonances and MDM bound states at a multi-TeV muon collider, J. High Energy Phys. 10 (2023) 121.
- M. Belfkir, A. Jueid, and S. Nasri, Boosting dark matter searches at muon colliders with Machine Learning: The mono-Higgs channel as a case study, Prog. Theor. Exp. Phys. 2023, 123B03 (2023).
- A. Dasgupta, P. S. B. Dev, T. Han, R. Padhan, S. Wang, and K. Xie, Searching for heavy leptophilic Z’: From lepton colliders to gravitational waves, J. High Energy Phys. 12 (2023) 011.
- P. Asadi, A. Radick, and T.-T. Yu, Interplay of freeze-in and freeze-out: Lepton-flavored dark matter and muon colliders, Phys. Rev. D 110, 035022 (2024).
- C. Cesarotti and G. Krnjaic, Hitting the thermal target for leptophilic dark matter, Phys. Rev. Lett. 135, 171802 (2025).
- P. Asadi, S. Homiller, A. Radick, and T.-T. Yu, Fermion-portal dark matter at a high-energy muon collider, Phys. Rev. D 112, 055038 (2025).
- L. Di Luzio, R. Gröber, and G. Panico, Probing new electroweak states via precision measurements at the LHC and future colliders, J. High Energy Phys. 01 (2019) 011.
- A. Costantini, F. De Lillo, F. Maltoni, L. Mantani, O. Mattelaer, R. Ruiz, and X. Zhao, Vector boson fusion at multi-TeV muon colliders, J. High Energy Phys. 09 (2020) 080.
- W. Liu, K.-P. Xie, and Z. Yi, Testing leptogenesis at the LHC and future muon colliders: A Z’ scenario, Phys. Rev. D 105, 095034 (2022).
- M. Casarsa, M. Fabbrichesi, and E. Gabrielli, Monochromatic single photon events at the muon collider, Phys. Rev. D 105, 075008 (2022).
- Y. Bao, J. Fan, and L. Li, Electroweak ALP searches at a muon collider, J. High Energy Phys. 08 (2022) 276.
- S. C. İnan and A. V. Kisselev, Probe of axion-like particles in vector boson scattering at a muon collider, J. Phys. G 50, 105002 (2023).
- G.-S. Lv, X.-M. Cui, Y.-Q. Li, and Y.-B. Liu, Pair production of the vectorlike top partner at future muon collider, Nucl. Phys. B985, 116016 (2022).
- M. Chen and D. Liu, Top Yukawa coupling at the muon collider, Phys. Rev. D 109, 075020 (2024).
- T. H. Kwok, L. Li, T. Liu, and A. Rock, Searching for heavy neutral leptons at a future muon collider, Phys. Rev. D 110, 075009 (2024).
- S. C. İnan and A. V. Kisselev, Probe of a Randall-Sundrum-like model from muon pair production at high energy muon collider, J. Phys. G 52, 025004 (2025).
- T. A. Chowdhury, A. Jueid, S. Nasri, and S. Saad, Probing Zee-Babu states at muon colliders, Phys. Rev. D 109, 075011 (2024).
- M. Belfkir, T. A. Chowdhury, and S. Nasri, Doubly-charged scalars of the minimal left-right symmetric model at muon colliders, Phys. Lett. B 852, 138605 (2024).
- S. Chigusa, S. Girmohanta, Y. Nakai, and Y. Zhang, Aiming for tops of ALPs with a muon collider, J. High Energy Phys. 01 (2024) 077.
- R. Capdevilla, F. Meloni, and J. Zurita, Discovering electroweak interacting dark matter at muon colliders using soft tracks, Phys. Rev. Lett. 134, 181802 (2025).
- Y. Ma, D. Pagani, and M. Zaro, EW corrections and heavy boson radiation at a high-energy muon collider, Phys. Rev. D 111, 053002 (2025).
- T. Han, M. Low, T. A. Wu, and K. Xie, Colorful particle production at high-energy muon colliders, J. High Energy Phys. 06 (2025) 109.
- C. Cesarotti, S. Homiller, R. K. Mishra, and M. Reece, Probing new gauge forces with a high-energy muon beam dump, Phys. Rev. Lett. 130, 071803 (2023).
- C. Cesarotti and R. Gambhir, The new physics case for beam-dump experiments with accelerated muon beams, J. High Energy Phys. 05 (2024) 283.
- I. Brivio and M. Trott, The standard model as an effective field theory, Phys. Rep. 793, 1 (2019).
- G. Isidori, F. Wilsch, and D. Wyler, The standard model effective field theory at work, Rev. Mod. Phys. 96, 015006 (2024).
- L. Calibbi, X. Marcano, and J. Roy, lepton flavour violation as a probe for new physics at future colliders, Eur. Phys. J. C 81, 1054 (2021).
- W. Altmannshofer, P. Munbodh, and T. Oh, Probing lepton flavor violation at circular electron-positron colliders, J. High Energy Phys. 08 (2023) 026.
- S. Jahedi and A. Sarkar, Exploring optimal sensitivity of lepton flavor violating effective couplings at the colliders, Phys. Rev. D 110, 095021 (2024).
- I. Plakias and O. Sumensari, Lepton flavor violation in semileptonic observables, Phys. Rev. D 110, 035016 (2024).
- E. E. Jenkins, A. V. Manohar, and M. Trott, Renormalization group evolution of the standard model dimension six operators I: Formalism and lambda Dependence, J. High Energy Phys. 10 (2013) 087.
- E. E. Jenkins, A. V. Manohar, and M. Trott, Renormalization group evolution of the standard model dimension six operators II: Yukawa dependence, J. High Energy Phys. 01 (2014) 035.
- R. Alonso, E. E. Jenkins, A. V. Manohar, and M. Trott, Renormalization group evolution of the standard model dimension six operators III: Gauge coupling dependence and phenomenology, J. High Energy Phys. 04 (2014) 159.
- E. E. Jenkins, A. V. Manohar, and P. Stoffer, Low-energy effective field theory below the electroweak scale: Operators and matching, J. High Energy Phys. 03 (2018) 016; 12 (2023) 43.
- E. E. Jenkins, A. V. Manohar, and P. Stoffer, Low-energy effective field theory below the electroweak scale: Anomalous dimensions, J. High Energy Phys. 01 (2018) 084; 12 (2023) 42.
- Y. S. Amhis et al. (HFLAV Collaboration), Averages of b-hadron, c-hadron, and -lepton properties as of 2021, Phys. Rev. D 107, 052008 (2023).
- K. Afanaciev et al. (MEG II Collaboration), New limit on the decay with the MEG II experiment, Eur. Phys. J. C 85, 1177 (2025).
- A. Baldini et al. (MEG II Collaboration), The design of the MEG II experiment, Eur. Phys. J. C 78, 380 (2018).
- B. Aubert et al. (BABAR Collaboration, Searches for lepton flavor violation in the decays and , Phys. Rev. Lett. 104, 021802 (2010).
- W. Altmannshofer et al. (Belle-II Collaboration), The Belle II physics book, Prog. Theor. Exp. Phys. 2019, 123C01 (2019); 2020, 029201(E) (2020).
- A. Abdesselam et al. (Belle Collaboration), Search for lepton-flavor-violating tau-lepton decays to at Belle, J. High Energy Phys. 10 (2021) 19.
- U. Bellgardt et al. (SINDRUM Collaboration), Search for the decay , Nucl. Phys. B299, 1 (1988).
- K. Arndt et al. (Mu3e Collaboration), Technical design of the phase I Mu3e experiment, Nucl. Instrum. Methods Phys. Res., Sect. A 1014, 165679 (2021).
- K. Hayasaka et al., Search for lepton flavor violating tau decays into three leptons with 719 million produced pairs, Phys. Lett. B 687, 139 (2010).
- I. Adachi et al. (Belle-II Collaboration), Search for lepton-flavor-violating decays at Belle II, J. High Energy Phys. 09 (2024) 062.
- I. Adachi et al. (Belle-II Collaboration), Search for the lepton-flavor-violating decays at Belle II, arXiv:2507.18236.
- C. Dohmen et al. (SINDRUM II Collaboration), Test of lepton flavor conservation in conversion on titanium, Phys. Lett. B 317, 631 (1993).
- W. H. Bertl et al. (SINDRUM II Collaboration), A search for muon to electron conversion in muonic gold, Eur. Phys. J. C 47, 337 (2006).
- L. Bartoszek et al. (Mu2e Collaboration), Mu2e technical design report, arXiv:1501.05241.
- R. Abramishvili et al. (COMET Collaboration), COMET Phase-I technical design report, Prog. Theor. Exp. Phys. 2020, 033C01 (2020).
- L. Willmann et al., New bounds from searching for muonium to anti-muonium conversion, Phys. Rev. Lett. 82, 49 (1999).
- A.-Y. Bai et al., Conceptual design of the muonium-to-antimuonium conversion experiment (MACE), arXiv:2410.18817.
- I. Adachi et al. (Belle-II Collaboration), Test of light-lepton universality in decays with the Belle II experiment, J. High Energy Phys. 08 (2024) 205.
- A. Hayrapetyan et al. (CMS Collaboration), Search for charged lepton flavor violating Z and Z’ boson decays in proton-proton collisions at , arXiv:2508.07512.
- G. Aad et al. (ATLAS Collaboration), Search for lepton-flavor-violation in -boson decays with -leptons with the ATLAS detector, Phys. Rev. Lett. 127, 271801 (2022).
- A. Hayrapetyan et al. (CMS Collaboration), Search for the lepton-flavor violating decay of the Higgs boson and additional Higgs bosons in the final state in proton-proton collisions at , Phys. Rev. D 108, 072004 (2023).
- G. Aad et al. (ATLAS Collaboration), Searches for lepton-flavour-violating decays of the Higgs boson into and in collisions with the ATLAS detector, J. High Energy Phys. 07 (2023) 166.
- J. Adam et al., The MEG detector for decay search, Eur. Phys. J. C 73, 2365 (2013).
- P. W. Cattaneo, G. D. Maso, M. De Gerone, W. Ootani, A. Oya, A. Papa, F. Renga, and A. Schöning, Future perspectives for searches, arXiv:2504.18831.
- D. Bodrov, Tau physics at Belle and Belle II, Int. J. Mod. Phys. A 39, 2442006 (2024).
- G. M. Pruna and A. Signer, The decay in a systematic effective field theory approach with dimension 6 operators, J. High Energy Phys. 10 (2014) 014.
- A. Crivellin, S. Davidson, G. M. Pruna, and A. Signer, Renormalisation-group improved analysis of processes in a systematic effective-field-theory approach, J. High Energy Phys. 05 (2017) 117.
- E. Fernández-Martínez, X. Marcano, and D. Naredo-Tuero, Global lepton flavour violating constraints on new physics, Eur. Phys. J. C 84, 666 (2024).
- A. Crivellin, S. Najjari, and J. Rosiek, Lepton flavor violation in the standard model with general dimension-six operators, J. High Energy Phys. 04 (2014) 167.
- D. Chang, W. S. Hou, and W.-Y. Keung, Two loop contributions of flavor changing neutral Higgs bosons to , Phys. Rev. D 48, 217 (1993).
- R. Harnik, J. Kopp, and J. Zupan, Flavor violating Higgs decays, J. High Energy Phys. 03 (2013) 026.
- A. Anastassov et al. (CLEO Collaboration), Experimental test of lepton universality in tau decay, Phys. Rev. D 55, 2559 (1997); 58, 119904(E) (1998).
- B. Aubert et al. (BABAR Collaboration), Measurements of charged current lepton universality and using tau lepton decays to , , , and , Phys. Rev. Lett. 105, 051602 (2010).
- I. Bigaran, X.-G. He, M. A. Schmidt, G. Valencia, and R. Volkas, Lepton-flavor-violating tau decays from triality, Phys. Rev. D 107, 055001 (2023).
- R. Conlin and A. A. Petrov, Muonium-antimuonium oscillations in effective field theory, Phys. Rev. D 102, 095001 (2020).
- T. Fukuyama, Y. Mimura, and Y. Uesaka, Models of the muonium to antimuonium transition, Phys. Rev. D 105, 015026 (2022).
- T. Fukuyama, Y. Mimura, and Y. Uesaka, Transverse positron polarization in the polarized decay related with the muonium-to-antimuonium transition, Phys. Rev. D 105, 075024 (2022).
- A. A. Petrov, R. Conlin, and C. Grant, Studying lepton flavor violation with muons, Universe 8, 169 (2022).
- T. Fukuyama, Y. Mimura, and Y. Uesaka, Insights from the magnetic field dependence of the muonium-to-antimuonium transition, Phys. Rev. D 108, 095029 (2023).
- R. Kitano, M. Koike, and Y. Okada, Detailed calculation of lepton flavor violating muon electron conversion rate for various nuclei, Phys. Rev. D 66, 096002 (2002); 76, 059902(E) (2007).
- V. Cirigliano, R. Kitano, Y. Okada, and P. Tuzon, On the model discriminating power of conversion in nuclei, Phys. Rev. D 80, 013002 (2009).
- W. Haxton, K. McElvain, T. Menzo, E. Rule, and J. Zupan, Effective theory tower for conversion, J. High Energy Phys. 11 (2024) 076.
- A. Crivellin, M. Hoferichter, and M. Procura, Improved predictions for conversion in nuclei and Higgs-induced lepton flavor violation, Phys. Rev. D 89, 093024 (2014).
- A. Crivellin, M. Hoferichter, and M. Procura, Accurate evaluation of hadronic uncertainties in spin-independent WIMP-nucleon scattering: Disentangling two- and three-flavor effects, Phys. Rev. D 89, 054021 (2014).
- M. Hoferichter, J. Ruiz de Elvira, B. Kubis, and U.-G. Meißner, High-precision determination of the pion-nucleon term from Roy-Steiner equations, Phys. Rev. Lett. 115, 092301 (2015).
- P. Junnarkar and A. Walker-Loud, Scalar strange content of the nucleon from lattice QCD, Phys. Rev. D 87, 114510 (2013).
- J. M. Alarcon, J. Martin Camalich, and J. A. Oller, The chiral representation of the scattering amplitude and the pion-nucleon sigma term, Phys. Rev. D 85, 051503 (2012).
- J. M. Alarcon, L. S. Geng, J. Martin Camalich, and J. A. Oller, The strangeness content of the nucleon from effective field theory and phenomenology, Phys. Lett. B 730, 342 (2014).
- R. L. Workman et al. (Particle Data Group), Review of particle physics, Prog. Theor. Exp. Phys. 2022, 083C01 (2022).
- G. Aad et al. (ATLAS Collaboration), Search for the charged-lepton-flavor-violating decay in collisions at with the ATLAS detector, Phys. Rev. D 108, 032015 (2023).
- M. Dam, Tau-lepton physics at the FCC-ee circular collider, SciPost Phys. Proc. 1, 041 (2019).
- J. L. Diaz-Cruz and J. J. Toscano, Lepton flavor violating decays of Higgs bosons beyond the standard model, Phys. Rev. D 62, 116005 (2000).
- Q. Qin, Q. Li, C.-D. Lü, F.-S. Yu, and S.-H. Zhou, Charged lepton flavor violating Higgs decays at future colliders, Eur. Phys. J. C 78, 835 (2018).
- W.-S. Hou and G. Kumar, Coming decade of and interplay in flavor violation search, Phys. Rev. D 101, 095017 (2020).
- J. R. Andersen et al. (LHC Higgs Cross Section Working Group), Handbook of LHC Higgs cross sections: 3. Higgs properties, arXiv:1307.1347.
- G. Aad et al. (ATLAS Collaboration), Search for the Higgs boson decays and in collisions at with the ATLAS detector, Phys. Lett. B 801, 135148 (2020).
- A. M. Sirunyan et al. (CMS Collaboration), Search for lepton-flavor violating decays of the Higgs boson in the and final states in proton-proton collisions at , Phys. Rev. D 104, 032013 (2021).
- J. de Favereau, C. Delaere, P. Demin, A. Giammanco, V. Lemaître, A. Mertens, and M. Selvaggi (DELPHES 3 Collaboration), DELPHES 3, A modular framework for fast simulation of a generic collider experiment, J. High Energy Phys. 02 (2014) 057.
- P. Andreetto et al., Aspects of Higgs physics at a muon collider with detailed detector simulation, Eur. Phys. J. C 85, 221 (2025).
- J. Alwall, R. Frederix, S. Frixione, V. Hirschi, F. Maltoni, O. Mattelaer, H. S. Shao, T. Stelzer, P. Torrielli, and M. Zaro, The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations, J. High Energy Phys. 07 (2014) 079.
- P. Artoisenet, R. Frederix, O. Mattelaer, and R. Rietkerk, Automatic spin-entangled decays of heavy resonances in Monte Carlo simulations, J. High Energy Phys. 03 (2013) 015.
- I. Brivio, Y. Jiang, and M. Trott, The SMEFTsim package, theory and tools, J. High Energy Phys. 12 (2017) 070.
- I. Brivio, SMEFTsim 3.0—a practical guide, J. High Energy Phys. 04 (2021) 073.
- C. Bierlich et al., A comprehensive guide to the physics and usage of pythia 8.3, SciPost Phys. Codebases 2022, 8 (2022).
- M. Cacciari, G. P. Salam, and G. Soyez, fastjet user manual, Eur. Phys. J. C 72, 1896 (2012).
- S. Catani, Y. L. Dokshitzer, M. H. Seymour, and B. R. Webber, Longitudinally invariant clustering algorithms for hadron-hadron collisions, Nucl. Phys. B406, 187 (1993).
- S. D. Ellis and D. E. Soper, Successive combination jet algorithm for hadron collisions, Phys. Rev. D 48, 3160 (1993).
- S. Dawson, The effective W approximation, Nucl. Phys. B249, 42 (1985).
- G. L. Kane, W. W. Repko, and W. B. Rolnick, The effective , approximation for high-energy collisions, Phys. Lett. 148B, 367 (1984).
- C. G. Lester and D. J. Summers, Measuring masses of semiinvisibly decaying particles pair produced at hadron colliders, Phys. Lett. B 463, 99 (1999).
- A. Barr, C. Lester, and P. Stephens, m(T2): The truth behind the glamour, J. Phys. G 29, 2343 (2003).
- C. G. Lester and B. Nachman, Bisection-based asymmetric computation: A higher precision calculator than existing symmetric methods, J. High Energy Phys. 03 (2015) 100.
- M. Heldmann and D. Cavalli, An improved tau-Identification for the ATLAS experiment, Report No. ATL-PHYS-PUB-2006-008, https://cds.cern.ch/record/923980.
- G. Bagliesi, Tau tagging at Atlas and CMS, in Proceedings of the 17th Symposium on Hadron Collider Physics 2006 (HCP 2006) (2007), arXiv:0707.0928.
- T. Lange, S. Nandan, J. Pata, L. Tani, and C. Veelken, Tau lepton identification and reconstruction: A new frontier for jet-tagging ML algorithms, Comput. Phys. Commun. 298, 109095 (2024).
- G. Aad et al. (ATLAS Collaboration), Search for charged-lepton-flavor violating interactions in top-quark production and decay in pp collisions at with the ATLAS detector at the LHC, Phys. Rev. D 110, 012014 (2024).
- A. M. Sirunyan et al. (CMS Collaboration), Identification of heavy-flavour jets with the CMS detector in pp collisions at 13 TeV, J. Instrum. 13, P05011 (2018).
- G. Aad et al. (ATLAS Collaboration), ATLAS b-jet identification performance and efficiency measurement with events in pp collisions at , Eur. Phys. J. C 79, 970 (2019).
- CMS Collaboration, Performance of the mass-decorrelated DeepDoubleX classifier for double-b and double-c large-radius jets with the CMS detector, https://cds.cern.ch/record/2839736.
- G. Aad et al. (ATLAS Collaboration), Calibration of the light-flavour jet mistagging efficiency of the b-tagging algorithms with events using of ATLAS proton–proton collision data at , Eur. Phys. J. C 83, 728 (2023).
- G. Aad et al. (ATLAS Collaboration), Transforming jet flavour tagging at ATLAS, arXiv:2505.19689.
- R. D. Field and R. P. Feynman, A parametrization of the properties of quark jets, Nucl. Phys. B136, 1 (1978).
- D. Krohn, M. D. Schwartz, T. Lin, and W. J. Waalewijn, Jet charge at the LHC, Phys. Rev. Lett. 110, 212001 (2013).
- K. Fraser and M. D. Schwartz, Jet charge and machine learning, J. High Energy Phys. 10 (2018) 093.
- Y.-C. J. Chen, C.-W. Chiang, G. Cottin, and D. Shih, Boosted and tagging with jet charge and deep learning, Phys. Rev. D 101, 053001 (2020).
- S. Chang and T. Driscoll, General signals for charged lepton flavor violating decays, Phys. Rev. D 111, 075008 (2025).
- V. Cirigliano, B. Grinstein, G. Isidori, and M. B. Wise, Minimal flavor violation in the lepton sector, Nucl. Phys. B728, 121 (2005).
- I. Esteban, M. C. Gonzalez-Garcia, M. Maltoni, T. Schwetz, and A. Zhou, The fate of hints: Updated global analysis of three-flavor neutrino oscillations, J. High Energy Phys. 09 (2020) 178.
- M. Ruhdorfer, E. Salvioni, and A. Wulzer, Building the case for forward muon detection at a muon collider, Phys. Rev. D 111, 053010 (2025).
- T. Feldmann and T. Mannel, Minimal flavour violation and beyond, J. High Energy Phys. 02 (2007) 067.
- M. Bordone, O. Catà, and T. Feldmann, Effective theory approach to new physics with flavour: General framework and a leptoquark example, J. High Energy Phys. 01 (2020) 067.
- P. Asadi, A. Bhattacharya, K. Fraser, S. Homiller, and A. Parikh, Wrinkles in the Froggatt-Nielsen mechanism and flavorful new physics, J. High Energy Phys. 10 (2023) 069.
- C. Cornella, D. Curtin, G. Krnjaic, and M. Mellors, Testing the Froggatt-Nielsen mechanism with lepton violation, Phys. Rev. D 112, 115010 (2025).