Volume 501 - 39th International Cosmic Ray Conference (ICRC2025) - Cosmic-Ray Indirect
Improving Air Shower Simulations by Tuning Pythia 8/Angantyr with Accelerator Data
M. Windau*, C. Gaudu, K.H. Kampert and K. Kröninger
*: corresponding author
Full text: pdf
Pre-published on: September 24, 2025
Published on:
Abstract
We present a combined analysis of the Pythia 8 event generator using accelerator data and evaluate
its impact on air shower observables.
Reliable simulations with event generators are essential for particle physics analyses, achievable
through advanced tuning to experimental data. Pythia 8 has emerged as a promising high-energy
interaction model for cosmic ray air shower simulations, offering well-documented parameter
settings and a user-friendly interface to enable automatic tuning efforts. Using data from collider
and fixed-target experiments, we first derive tunes for each domain separately, before tuning both
domains simultaneously. To achieve this, we define a core set of observables and quantify their
dependence on selected parameters. The tuning efforts are based on gradient descent and Bayesian
methods, the latter providing a full uncertainty propagation of the parameters to the observables.
Results for the impact of a combined analysis for the Pythia 8/Angantyr event generator on air
shower observables, such as particle densities at ground level and energy deposit profiles, are
presented.
DOI: https://doi.org/10.22323/1.501.0438
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