The 〈 ln A 〉 study with the Muon tracking detector in the KASCADE-Grande experiment – comparison of hadronic interaction models
With the KASCADE-Grande Muon Tracking Detector it was possible to measure with high accuracy directions of EAS muons with energy above 0.8 GeV and up to 700 m distance from the shower centre. Reconstructed muon tracks allow investigation of muon pseudorapidity (η) distributions. These distributions...
Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
EDP Sciences
2015-01-01
|
Series: | EPJ Web of Conferences |
Online Access: | http://dx.doi.org/10.1051/epjconf/20159913001 |
_version_ | 1818597268441268224 |
---|---|
author | Łuczak P. Apel W.D. Arteaga-Velázquez J.C. Bekk K. Bertaina M. Blümer J. Bozdog H. Brancus I.M. Cantoni E. Chiavassa A. Cossavella F. Curcio C. Daumiller K. Souza V. de Pierro F. Di Doll P. Engel R. Engler J. Fuchs B. Fuhrmann D. Gils H.J. Glasstetter R. Grupen C. Haungs A. Heck D. Hörandel J.R. Huber D. Huege T. Kampert K.-H. Kang D. Klages H.O. Link K. Ludwig M. Mathes H.J. Mayer H.J. Melissas M. Milke J. Mitrica B. Morello C. Oehlschläger J. Ostapchenko S. Palmieri N. Petcu M. Pierog T. Rebel H. Roth M. Schieler H. Schoo S. Schröder F.G. Sima O. Toma G. Trinchero G.C. Ulrich H. Weindl A. Wochele J. Zabierowski J. |
author_facet | Łuczak P. Apel W.D. Arteaga-Velázquez J.C. Bekk K. Bertaina M. Blümer J. Bozdog H. Brancus I.M. Cantoni E. Chiavassa A. Cossavella F. Curcio C. Daumiller K. Souza V. de Pierro F. Di Doll P. Engel R. Engler J. Fuchs B. Fuhrmann D. Gils H.J. Glasstetter R. Grupen C. Haungs A. Heck D. Hörandel J.R. Huber D. Huege T. Kampert K.-H. Kang D. Klages H.O. Link K. Ludwig M. Mathes H.J. Mayer H.J. Melissas M. Milke J. Mitrica B. Morello C. Oehlschläger J. Ostapchenko S. Palmieri N. Petcu M. Pierog T. Rebel H. Roth M. Schieler H. Schoo S. Schröder F.G. Sima O. Toma G. Trinchero G.C. Ulrich H. Weindl A. Wochele J. Zabierowski J. |
author_sort | Łuczak P. |
collection | DOAJ |
description | With the KASCADE-Grande Muon Tracking Detector it was possible to measure with high accuracy directions of EAS muons with energy above 0.8 GeV and up to 700 m distance from the shower centre. Reconstructed muon tracks allow investigation of muon pseudorapidity (η) distributions. These distributions are nearly identical to the pseudorapidity distributions of their parent mesons produced in hadronic interactions. Comparison of the η distributions from measured and simulated showers can be used to test the quality of the high energy hadronic interaction models. The pseudorapidity distributions reflect the longitudinal development of EAS and, as such, are sensitive to the mass of the cosmic ray primary particles. With various parameters of the η distribution, obtained from the Muon Tracking Detector data, it is possible to calculate the average logarithm of mass of the primary cosmic ray particles. The results of the 〈 ln A 〉
analysis in the primary energy range 1016 eV–1017 eV with the 1st quartile and the mean value of the distributions will be presented for the QGSJet-II-2, QGSJet-II-4, EPOS 1.99 and EPOS LHC models in combination with the FLUKA model. |
first_indexed | 2024-12-16T11:45:06Z |
format | Article |
id | doaj.art-0109c4648d4f445fa3ece7c19d4475d2 |
institution | Directory Open Access Journal |
issn | 2100-014X |
language | English |
last_indexed | 2024-12-16T11:45:06Z |
publishDate | 2015-01-01 |
publisher | EDP Sciences |
record_format | Article |
series | EPJ Web of Conferences |
spelling | doaj.art-0109c4648d4f445fa3ece7c19d4475d22022-12-21T22:32:50ZengEDP SciencesEPJ Web of Conferences2100-014X2015-01-01991300110.1051/epjconf/20159913001epjconf-isvhecri2014_13001The 〈 ln A 〉 study with the Muon tracking detector in the KASCADE-Grande experiment – comparison of hadronic interaction modelsŁuczak P.0Apel W.D.1Arteaga-Velázquez J.C.2Bekk K.3Bertaina M.4Blümer J.Bozdog H.5Brancus I.M.6Cantoni E.Chiavassa A.7Cossavella F.8Curcio C.9Daumiller K.10Souza V. de11Pierro F. Di12Doll P.13Engel R.14Engler J.15Fuchs B.16Fuhrmann D.17Gils H.J.18Glasstetter R.19Grupen C.20Haungs A.21Heck D.22Hörandel J.R.23Huber D.24Huege T.25Kampert K.-H.26Kang D.27Klages H.O.28Link K.29Ludwig M.30Mathes H.J.31Mayer H.J.32Melissas M.33Milke J.34Mitrica B.35Morello C.36Oehlschläger J.37Ostapchenko S.38Palmieri N.39Petcu M.40Pierog T.41Rebel H.42Roth M.43Schieler H.44Schoo S.45Schröder F.G.46Sima O.47Toma G.48Trinchero G.C.49Ulrich H.50Weindl A.51Wochele J.52Zabierowski J.53National Centre for Nuclear Research, Department of AstrophysicsInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieUniversidad Michoacana, Instituto de Física y MatemáticasInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieDipartimento di Fisica, Università degli Studi di TorinoInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieHoria Hulubei National Institute of Physics and Nuclear EngineeringDipartimento di Fisica, Università degli Studi di TorinoInstitut für Experimentelle Kernphysik, KIT - Karlsruher Institut für TechnologieDipartimento di Fisica, Università degli Studi di TorinoInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieUniversidade São Paulo, Instituto de Física de São CarlosDipartimento di Fisica, Università degli Studi di TorinoInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Experimentelle Kernphysik, KIT - Karlsruher Institut für TechnologieFachbereich Physik, Universität WuppertalInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieFachbereich Physik, Universität WuppertalDepartment of Physics, Siegen UniversityInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieDeptartment of Astrophysics, Radboud University NijmegenInstitut für Experimentelle Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieFachbereich Physik, Universität WuppertalInstitut für Experimentelle Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Experimentelle Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Experimentelle Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Experimentelle Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieHoria Hulubei National Institute of Physics and Nuclear EngineeringOsservatorio Astrofisico di Torino, INAF TorinoInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Experimentelle Kernphysik, KIT - Karlsruher Institut für TechnologieHoria Hulubei National Institute of Physics and Nuclear EngineeringInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieDepartment of Physics, University of BucharestHoria Hulubei National Institute of Physics and Nuclear EngineeringOsservatorio Astrofisico di Torino, INAF TorinoInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieInstitut für Kernphysik, KIT - Karlsruher Institut für TechnologieNational Centre for Nuclear Research, Department of AstrophysicsWith the KASCADE-Grande Muon Tracking Detector it was possible to measure with high accuracy directions of EAS muons with energy above 0.8 GeV and up to 700 m distance from the shower centre. Reconstructed muon tracks allow investigation of muon pseudorapidity (η) distributions. These distributions are nearly identical to the pseudorapidity distributions of their parent mesons produced in hadronic interactions. Comparison of the η distributions from measured and simulated showers can be used to test the quality of the high energy hadronic interaction models. The pseudorapidity distributions reflect the longitudinal development of EAS and, as such, are sensitive to the mass of the cosmic ray primary particles. With various parameters of the η distribution, obtained from the Muon Tracking Detector data, it is possible to calculate the average logarithm of mass of the primary cosmic ray particles. The results of the 〈 ln A 〉 analysis in the primary energy range 1016 eV–1017 eV with the 1st quartile and the mean value of the distributions will be presented for the QGSJet-II-2, QGSJet-II-4, EPOS 1.99 and EPOS LHC models in combination with the FLUKA model.http://dx.doi.org/10.1051/epjconf/20159913001 |
spellingShingle | Łuczak P. Apel W.D. Arteaga-Velázquez J.C. Bekk K. Bertaina M. Blümer J. Bozdog H. Brancus I.M. Cantoni E. Chiavassa A. Cossavella F. Curcio C. Daumiller K. Souza V. de Pierro F. Di Doll P. Engel R. Engler J. Fuchs B. Fuhrmann D. Gils H.J. Glasstetter R. Grupen C. Haungs A. Heck D. Hörandel J.R. Huber D. Huege T. Kampert K.-H. Kang D. Klages H.O. Link K. Ludwig M. Mathes H.J. Mayer H.J. Melissas M. Milke J. Mitrica B. Morello C. Oehlschläger J. Ostapchenko S. Palmieri N. Petcu M. Pierog T. Rebel H. Roth M. Schieler H. Schoo S. Schröder F.G. Sima O. Toma G. Trinchero G.C. Ulrich H. Weindl A. Wochele J. Zabierowski J. The 〈 ln A 〉 study with the Muon tracking detector in the KASCADE-Grande experiment – comparison of hadronic interaction models EPJ Web of Conferences |
title | The 〈 ln A 〉 study with the Muon tracking detector in the KASCADE-Grande experiment – comparison of hadronic interaction models |
title_full | The 〈 ln A 〉 study with the Muon tracking detector in the KASCADE-Grande experiment – comparison of hadronic interaction models |
title_fullStr | The 〈 ln A 〉 study with the Muon tracking detector in the KASCADE-Grande experiment – comparison of hadronic interaction models |
title_full_unstemmed | The 〈 ln A 〉 study with the Muon tracking detector in the KASCADE-Grande experiment – comparison of hadronic interaction models |
title_short | The 〈 ln A 〉 study with the Muon tracking detector in the KASCADE-Grande experiment – comparison of hadronic interaction models |
title_sort | ln a study with the muon tracking detector in the kascade grande experiment comparison of hadronic interaction models |
url | http://dx.doi.org/10.1051/epjconf/20159913001 |
work_keys_str_mv | AT łuczakp thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT apelwd thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT arteagavelazquezjc thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT bekkk thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT bertainam thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT blumerj thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT bozdogh thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT brancusim thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT cantonie thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT chiavassaa thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT cossavellaf thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT curcioc thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT daumillerk thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT souzavde thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT pierrofdi thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT dollp thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT engelr thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT englerj thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT fuchsb thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT fuhrmannd thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT gilshj thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT glasstetterr thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT grupenc thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT haungsa thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT heckd thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT horandeljr thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT huberd thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT hueget thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT kampertkh thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT kangd thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT klagesho thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT linkk thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT ludwigm thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT matheshj thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT mayerhj thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT melissasm thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT milkej thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT mitricab thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT morelloc thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT oehlschlagerj thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT ostapchenkos thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT palmierin thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT petcum thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT pierogt thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT rebelh thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT rothm thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT schielerh thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT schoos thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT schroderfg thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT simao thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT tomag thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT trincherogc thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT ulrichh thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT weindla thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT wochelej thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT zabierowskij thelnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT łuczakp lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT apelwd lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT arteagavelazquezjc lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT bekkk lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT bertainam lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT blumerj lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT bozdogh lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT brancusim lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT cantonie lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT chiavassaa lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT cossavellaf lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT curcioc lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT daumillerk lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT souzavde lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT pierrofdi lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT dollp lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT engelr lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT englerj lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT fuchsb lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT fuhrmannd lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT gilshj lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT glasstetterr lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT grupenc lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT haungsa lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT heckd lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT horandeljr lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT huberd lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT hueget lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT kampertkh lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT kangd lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT klagesho lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT linkk lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT ludwigm lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT matheshj lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT mayerhj lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT melissasm lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT milkej lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT mitricab lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT morelloc lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT oehlschlagerj lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT ostapchenkos lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT palmierin lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT petcum lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT pierogt lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT rebelh lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT rothm lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT schielerh lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT schoos lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT schroderfg lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT simao lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT tomag lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT trincherogc lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT ulrichh lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT weindla lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT wochelej lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels AT zabierowskij lnastudywiththemuontrackingdetectorinthekascadegrandeexperimentcomparisonofhadronicinteractionmodels |