Evaluation and Optimisation of a Generative-Classification Hybrid Variational Autoencoder in the Search for Resonances at the LHC

The Standard Model (SM) of particle physics was completed by the discovery of the Higgs boson in 2012 by the ATLAS and CMS collaborations. However, the SM is not able to explain a number of phenomena and anomalies in the data. These discrepancies to the SM motivate the search for new bosons. In this...

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Bibliographic Details

Published in:	Journal of physics. Conference series Vol. 2586; no. 1; pp. 12160 - 12162
Main Authors:	Stevenson, Finn, Lieberman, Benjamin, Swain, Abhaya, Mellado, Bruce
Format:	Journal Article
Language:	English
Published:	Bristol IOP Publishing 01.09.2023
Subjects:	Anomalies Bosons Classification Higgs bosons Optimization Particle physics Physics Searching Standard model (particle physics)
ISSN:	1742-6588, 1742-6596
Online Access:	Get full text
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