The information content of jet quenching and machine learning assisted observable design

Abstract Jets produced in high-energy heavy-ion collisions are modified compared to those in proton-proton collisions due to their interaction with the deconfined, strongly-coupled quark-gluon plasma (QGP). In this work, we employ machine learning techniques to identify important features that disti...

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Bibliographic Details
Main Authors: Yue Shi Lai, James Mulligan, Mateusz Płoskoń, Felix Ringer
Format: Article
Language:English
Published: SpringerOpen 2022-10-01
Series:Journal of High Energy Physics
Subjects:
Online Access:https://doi.org/10.1007/JHEP10(2022)011