# Cosmic ray energy spectra derived from KASCADE-Grande data using post-LHC hadronic interaction models

**Authors:** D. Kang, J.C. Arteaga-Vel\'azquez, M. Bertaina, A. Chiavassa, A.L. Colmenero-C\'esar, K. Daumiller, V. de Souza, R. Engel, A. Gherghel-Lascu, C. Grupen, A. Haungs, J.R. H\"orandel, T. Huege, K.-H. Kampert, K. Link, H.J. Mathes, S. Ostapchenko, T. Pierog, D. Rivera-Rangel, M. Roth, H. Schieler, F.G. Schr\"oder, O. Sima, A. Weindl, J. Wochele, J. Zabierowski

arXiv: 2508.21646 · 2025-09-01

## TL;DR

This paper presents updated cosmic ray energy spectra from KASCADE-Grande data, analyzing the impact of various post-LHC hadronic interaction models, including a new model, on observed spectral features like the knee and ankle.

## Contribution

It introduces the use of the newly released EPOS-LHC-R model for cosmic ray spectrum analysis with KASCADE-Grande data, comparing results across multiple post-LHC models.

## Key findings

- Identification of a knee-like structure at ~100 PeV in heavy component
- Detection of an ankle-like feature in the light component
- Comparison of spectral results across different hadronic models

## Abstract

KASCADE-Grande was dedicated to measuring the energy spectrum and mass composition of cosmic rays in the energy range of 10 PeV to 1 EeV. We observed a knee-like structure in the heavy mass component at around 100 PeV and an ankle-like structure in the light component. In this contribution, we present updated energy spectra based on shower size measurements, using the post-LHC hadronic models QGSJet-II-04, EPOS-LHC, and SIBYLL 2.3d, including accounting for shower-to-shower fluctuations. In addition, the newly released EPOS-LHC-R model is tested for the first time with KASCADE-Grande. We will compare and discuss the results obtained using the different hadronic interaction models.

## Full text

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## Figures

14 figures with captions in the complete paper: https://tomesphere.com/paper/2508.21646/full.md

## References

17 references — full list in the complete paper: https://tomesphere.com/paper/2508.21646/full.md

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Source: https://tomesphere.com/paper/2508.21646