Exploring the universality of hadronic jet classification

Abstract The modeling of jet substructure significantly differs between Parton Shower Monte Carlo (PSMC) programs. Despite this, we observe that machine learning classifiers trained on different PSMCs learn nearly the same function. This means that when these classifiers are applied to the same PSMC...

Full description

Bibliographic Details
Main Authors: Kingman Cheung, Yi-Lun Chung, Shih-Chieh Hsu, Benjamin Nachman
Format: Article
Language:English
Published: SpringerOpen 2022-12-01
Series:European Physical Journal C: Particles and Fields
Online Access:https://doi.org/10.1140/epjc/s10052-022-11084-4