Graph Variational Autoencoder for Detector Reconstruction and Fast Simulation in High-Energy Physics

Accurate and fast simulation of particle physics processes is crucial for the high-energy physics community. Simulating particle interactions with the detector is both time consuming and computationally expensive. With its proton-proton collision energy of 13 TeV, the Large Hadron Collider is unique...

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Bibliographic Details
Main Authors: Hariri Ali, Dyachkova Darya, Gleyzer Sergei
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:EPJ Web of Conferences
Online Access:https://www.epj-conferences.org/articles/epjconf/pdf/2021/05/epjconf_chep2021_03051.pdf