Semi-supervised graph neural networks for pileup noise removal

Abstract The high instantaneous luminosity of the CERN Large Hadron Collider leads to multiple proton–proton interactions in the same or nearby bunch crossings (pileup). Advanced pileup mitigation algorithms are designed to remove this noise from pileup particles and improve the performance of cruci...

Full description

Saved in:
Bibliographic Details
Main Authors: Tianchun Li, Shikun Liu, Yongbin Feng, Garyfallia Paspalaki, Nhan V. Tran, Miaoyuan Liu, Pan Li
Format: Article
Language:English
Published: SpringerOpen 2023-01-01
Series:European Physical Journal C: Particles and Fields
Online Access:https://doi.org/10.1140/epjc/s10052-022-11083-5
Tags: Add Tag
No Tags, Be the first to tag this record!