Pythia8 MC Tuning Validation Using the Professor2 Package

Authors

  • Hazaravard M. Ghumaryan A.I. Alikhanyan National Science Laboratory

DOI:

https://doi.org/10.51408/1963-0112

Keywords:

Monte Carlo tuning, hadronization, Pythia8, Belle II experiment, Professor2 package

Abstract

This article presents a method for multi-parameter, simultaneous tuning of the Monte Carlo event generator. It is validated on the Pythia8 Monte Carlo event generator widely used in High Energy Physics (HEP). The obtained results show that the method can be used to constrain the free parameters of phenomenological models while properly taking into account the correlations existing among the parameters.

References

Torbjorn Sjostrand, Stephen Mrenna, and Peter Z. Skands, A Brief Introduction to PYTHIA 8.1, Comput. Phys. Commun.,2008, [Online]. Available: https://pythia.org/.

Andy Buckley, Hendrik Hoeth, Heiko Lacker, Holger Schulz, and Jan Eike von Seggern, Systematic event generator tuning for the LHC,arXiv:0907.2973v1,2009, [Online]. Available: https://professor.hepforge.org/.

Dennis Weyland, Continuum Suppression with Deep Learning techniques for the Belle II Experiment, 2017.

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Geoffrey C . FOX and StephenWOLFRAM, Event Shapes in e+e+ annihilation, North-Holland Publishing Company, 1978.

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Published

2024-06-01

How to Cite

Ghumaryan, H. M. (2024). Pythia8 MC Tuning Validation Using the Professor2 Package. Mathematical Problems of Computer Science, 61, 15–26. https://doi.org/10.51408/1963-0112