17–24 Jul 2024
Prague
Europe/Prague timezone

Determination of $K^0_S$ Fragmentation Functions including BESIII Measurements and using Neural Networks

19 Jul 2024, 15:30
15m
North Hall

North Hall

Parallel session talk 06. Strong Interactions and Hadron Physics Strong interactions and Hadron Physics

Speaker

Maryam soleymaninia

Description

In this study, we revisit the extraction of parton-to-$K^0_S$ hadron fragmentation functions (FFs)focusing on both next-to-leading-order(NLO) and next-to-next-to-leading-order (NNLO) accuracies.
Our approach involves the analysis of single inclusive electron-positron annihilation (SIA) data, marking the first incorporation of the most recent experimental data from BESIII. Employing the analytic derivative of a Neural Network, we fit the FFs within the framework of perturbative QCD, concurrently considering hadron mass corrections. To comprehensively address experimental uncertainties, the Monte Carlo method is employed. The estimates of $K^0_S$ production rates demonstrate the closest agreement with the data, offering robust descriptions well within their respective uncertainties.

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Authors

Hadi Hashamipour Hamzeh Khanpour (AGH University of Science and Technology) Hubert Spiesberger (University Mainz) Maral Salajegheh (HISKP, University of Bonn) Maryam soleymaninia Ulf G. Meißner (University of Bonn)

Presentation materials