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Systematic Optimization of Resonance Parameters in a Transport Approach by Rosenkvist, Carl B.; Elfner, Hannah is a scholarly article available to read on EtoBox.

What is Systematic Optimization of Resonance Parameters in a Transport Approach about?

This study optimizes resonance parameters responsible for strangeness production in the SMASH (Simulating Many Accelerated Strongly-interacting Hadrons) transport model using a genetic algorithm. By fitting resonance parameters to experimental data on exclusive strangeness cross-sections at low energies, we significantly improve the model's accuracy, especially in pion-proton interactions. Our approach explores how machine learning tools can be used for precise resonance tuning in transport approaches.

Author

Rosenkvist, Carl B.; Elfner, Hannah

Published

2025

Language

EN