Scientific AI for Physics Workshop

Session

Lectures 1/3

4 Nov 2025, 14:00

Instituto Principia

Presentation materials

ML notes

29. Hadronization and Machine Learning

Manuel Szewc

Hadronization, the transition from unobservable partons to measurable hadrons, is a key component of how the Standard Model of particle physics explains current data. However, due to its intrinsically non-perturbative nature, it remains challenging to model from first principles. In particle physics, where simulators are needed to relate theory and collider experiments, Monte Carlo event...