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Indications of a discrepancy between simulations and data on the number of muons in cosmic ray showers exist over a large span of energies. We focus on the excess of multi-muon bundles observed by the DELPHI detector at LEP and on the…

High Energy Physics - Phenomenology · Physics 2017-12-13 Jan Ebr

High-energy collisions at the High-Luminosity Large Hadron Collider (HL-LHC) will produce an enormous flux of particles along the beam collision axis that is not accessible by existing LHC experiments. Multi-particle production in the…

High Energy Physics - Experiment · Physics 2023-08-22 Dennis Soldin

We present a meta-analysis of recent muon density measurements made by eight air shower experiments which cover shower energies ranging from PeV to tens of EeV regarding the muon puzzle in extensive air showers. Some experimental analyses…

High Energy Astrophysical Phenomena · Physics 2020-01-22 Lorenzo Cazon

The measurement of the flux of muons produced in cosmic ray air showers is essential for the study of primary cosmic rays. Such measurements are important in extensive air shower detectors to assess the energy spectrum and the chemical…

High Energy Astrophysical Phenomena · Physics 2024-09-16 KM3NeT Collaboration

The combination of fluorescence and surface detectors at the Pierre Auger Observatory offers unprecedented precision in testing models of hadronic interactions at center-of-mass energies around 70 TeV and beyond. However, for some time,…

High Energy Astrophysical Phenomena · Physics 2025-04-17 Jakub Vícha

Indications of a discrepancy between simulations and data on the number of muons in cosmic ray (CR) showers exist over a large span of energies. We focus in particular on the excess of multi-muon bundles observed by the DELPHI detector at…

High Energy Astrophysical Phenomena · Physics 2017-03-08 Jan Ebr , Petr Necesal , Jan Ridky

Primary proton-air interactions at ultra-high energies leave a physically interpretable imprint on the correlated fluctuations of the depth of shower maximum and the muon content in extensive air showers. This imprint reflects the…

High Energy Astrophysical Phenomena · Physics 2026-02-26 Lorenzo Cazon , Ruben Conceição , Miguel Alexandre Martins , Felix Riehn

The Forward Physics Facility (FPF) is a proposal developed to exploit the unique scientific potential made possible by the intense hadron beams produced in the far-forward direction at the high luminosity LHC (HL-LHC). Housed in a…

Data from multiple experiments suggest that the current interaction models used in Monte Carlo simulations do not correctly reproduce the hadronic interactions in air showers produced by ultra-high-energy cosmic rays (UHECR). We have…

High Energy Astrophysical Phenomena · Physics 2025-05-06 Jan Ebr , Jiří Blažek , Jakub Vícha , Tanguy Pierog , Eva Santos , Petr Trávníček , Nikolas Denner , Ralf Ulrich

Whereas air shower simulations are very valuable tools for interpreting cosmic ray data, there is a long standing problem: is seems to be impossible to accommodate at the same time the longitudinal development of air showers and the number…

Astrophysics · Physics 2008-11-26 T. Pierog , K. Werner

Ultrahigh-energy cosmic rays are often characterized indirectly by analyzing the properties of secondary cosmic ray particles produced in the collisions with air nuclei. The particle number $N_\mu$ of muon and the depth of shower maximum…

High Energy Astrophysical Phenomena · Physics 2024-08-27 Bingyang Liu , Zhixiang Yang , Jianhong Ruan

We explore particle physics beyond accelerator energies, motivated by questions exposed in astroparticle physics observations: 1) Are there reasonable modifications to the standard extrapolations of LHC-tuned hadronic interaction models, so…

High Energy Physics - Phenomenology · Physics 2019-03-01 Glennys R. Farrar

Large scale airshower simulations around the GZK cutoff are performed. An extensive analysis of the behaviour of the various subcomponents of the cascade is presented. We focus our investigation both on the study of total and partial…

High Energy Physics - Phenomenology · Physics 2009-11-10 Alessandro Cafarella , Claudio Coriano , Alon E. Faraggi

We demonstrate that the shower-to-shower fluctuations of the muon content of extensive air showers correlate with the fluctuations of a variable of the first interaction of Ultra High Energy Cosmic Rays, which is computed from the fraction…

High Energy Physics - Phenomenology · Physics 2018-07-25 Lorenzo Cazon , Ruben Conceição , Felix Riehn

The number of muons in extensive air showers predicted using LHC-tuned hadronic interaction models, such as EPOS-LHC and QGSJetII-04, is smaller than observed in showers recorded by leading cosmic ray experiments. In this paper, we present…

The field of air shower physics, dedicated to understanding the development of cosmic-ray interactions with the Earth's atmosphere, faces a significant challenge regarding the muon content of air showers observed by the Pierre Auger…

High Energy Astrophysical Phenomena · Physics 2024-12-23 Chloé Gaudu , Maximilian Reininghaus , Felix Riehn

In this paper we study, using Monte Carlo simulations, the possibility to discriminate the mass of the Ultra High Energy Cosmic Rays (UHECRs) by combining information obtained from the maximum $X_{max}^{\mu}$ of the muon production rate…

Instrumentation and Methods for Astrophysics · Physics 2016-07-13 Nicusor Arsene , Octavian Sima , Andreas Haungs , Heinigerd Rebel

The Pierre Auger Observatory is the world's largest detector of ultra--high energy cosmic rays (UHECRs). It uses an array of fluorescence telescopes and particle detectors at the ground to obtain detailed measurements of the energy…

High Energy Astrophysical Phenomena · Physics 2022-02-02 Dariusz Gora

High energy collisions at the High-Luminosity Large Hadron Collider (LHC) produce a large number of particles along the beam collision axis, outside of the acceptance of existing LHC experiments. The proposed Forward Physics Facility (FPF),…

High Energy Physics - Experiment · Physics 2023-02-01 Jonathan L. Feng , Felix Kling , Mary Hall Reno , Juan Rojo , Dennis Soldin , Luis A. Anchordoqui , Jamie Boyd , Ahmed Ismail , Lucian Harland-Lang , Kevin J. Kelly , Vishvas Pandey , Sebastian Trojanowski , Yu-Dai Tsai , Jean-Marco Alameddine , Takeshi Araki , Akitaka Ariga , Tomoko Ariga , Kento Asai , Alessandro Bacchetta , Kincso Balazs , Alan J. Barr , Michele Battistin , Jianming Bian , Caterina Bertone , Weidong Bai , Pouya Bakhti , A. Baha Balantekin , Basabendu Barman , Brian Batell , Martin Bauer , Brian Bauer , Mathias Becker , Asher Berlin , Enrico Bertuzzo , Atri Bhattacharya , Marco Bonvini , Stewart T. Boogert , Alexey Boyarsky , Joseph Bramante , Vedran Brdar , Adrian Carmona , David W. Casper , Francesco Giovanni Celiberto , Francesco Cerutti , Grigorios Chachamis , Garv Chauhan , Matthew Citron , Emanuele Copello , Jean-Pierre Corso , Luc Darmé , Raffaele Tito D'Agnolo , Neda Darvishi , Arindam Das , Giovanni De Lellis , Albert De Roeck , Jordy de Vries , Hans P. Dembinski , Sergey Demidov , Patrick deNiverville , Peter B. Denton , Frank F. Deppisch , P. S. Bhupal Dev , Antonia Di Crescenzo , Keith R. Dienes , Milind V. Diwan , Herbi K. Dreiner , Yong Du , Bhaskar Dutta , Pit Duwentäster , Lucie Elie , Sebastian A. R. Ellis , Rikard Enberg , Yasaman Farzan , Max Fieg , Ana Luisa Foguel , Patrick Foldenauer , Saeid Foroughi-Abari , Jean-François Fortin , Alexander Friedland , Elina Fuchs , Michael Fucilla , Kai Gallmeister , Alfonso Garcia , Carlos A. García Canal , Maria Vittoria Garzelli , Rhorry Gauld , Sumit Ghosh , Anish Ghoshal , Stephen Gibson , Francesco Giuli , Victor P. Gonçalves , Dmitry Gorbunov , Srubabati Goswami , Silvia Grau , Julian Y. Günther , Marco Guzzi , Andrew Haas , Timo Hakulinen , Steven P. Harris , Julia Harz , Juan Carlos Helo Herrera , Christopher S. Hill , Martin Hirsch , Timothy J. Hobbs , Stefan Höche , Andrzej Hryczuk , Fei Huang , Tomohiro Inada , Angelo Infantino , Ameen Ismail , Richard Jacobsson , Sudip Jana , Yu Seon Jeong , Tomas Ježo , Yongsoo Jho , Krzysztof Jodłowski , Dmitry Kalashnikov , Timo J. Kärkkäinen , Cynthia Keppel , Jongkuk Kim , Michael Klasen , Spencer R. Klein , Pyungwon Ko , Dominik Köhler , Masahiro Komatsu , Karol Kovařík , Suchita Kulkarni , Jason Kumar , Karan Kumar , Jui-Lin Kuo , Frank Krauss , Aleksander Kusina , Maxim Laletin , Chiara Le Roux , Seung J. Lee , Hye-Sung Lee , Helena Lefebvre , Jinmian Li , Shuailong Li , Yichen Li , Wei Liu , Zhen Liu , Mickael Lonjon , Kun-Feng Lyu , Rafal Maciula , Roshan Mammen Abraham , Mohammad R. Masouminia , Josh McFayden , Oleksii Mikulenko , Mohammed M. A. Mohammed , Kirtimaan A. Mohan , Jorge G. Morfín , Ulrich Mosel , Martin Mosny , Khoirul F. Muzakka , Pavel Nadolsky , Toshiyuki Nakano , Saurabh Nangia , Angel Navascues Cornago , Laurence J. Nevay , Pierre Ninin , Emanuele R. Nocera , Takaaki Nomura , Rui Nunes , Nobuchika Okada , Fred Olness , John Osborne , Hidetoshi Otono , Maksym Ovchynnikov , Alessandro Papa , Junle Pei , Guillermo Peon , Gilad Perez , Luke Pickering , Simon Plätzer , Ryan Plestid , Tanmay Kumar Poddar , Mudit Rai , Meshkat Rajaee , Digesh Raut , Peter Reimitz , Filippo Resnati , Wolfgang Rhode , Peter Richardson , Adam Ritz , Hiroki Rokujo , Leszek Roszkowski , Tim Ruhe , Richard Ruiz , Marta Sabate-Gilarte , Alexander Sandrock , Ina Sarcevic , Subir Sarkar , Osamu Sato , Christiane Scherb , Ingo Schienbein , Holger Schulz , Pedro Schwaller , Sergio J. Sciutto , Dipan Sengupta , Lesya Shchutska , Takashi Shimomura , Federico Silvetti , Kuver Sinha , Torbjörn Sjöstrand , Jan T. Sobczyk , Huayang Song , Jorge F. Soriano , Yotam Soreq , Anna Stasto , David Stuart , Shufang Su , Wei Su , Antoni Szczurek , Zahra Tabrizi , Yosuke Takubo , Marco Taoso , Brooks Thomas , Pierre Thonet , Douglas Tuckler , Agustin Sabio Vera , Heinz Vincke , K. N. Vishnudath , Zeren Simon Wang , Martin W. Winkler , Wenjie Wu , Keping Xie , Xun-Jie Xu , Tevong You , Ji-Young Yu , Jiang-Hao Yu , Korinna Zapp , Yongchao Zhang , Yue Zhang , Guanghui Zhou , Renata Zukanovich Funchal

In the last decade, an increasing number of datasets have revealed a consistent discrepancy between the number of muons measured in ultra-high-energy extensive air showers (EAS) and the numbers predicted by simulations. This gap persists…

High Energy Physics - Phenomenology · Physics 2024-04-10 Felix Riehn , Anatoli Fedynitch , Ralph Engel