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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Veröffentlicht in:	Journal of physics. Conference series Jg. 2586; H. 1; S. 12160 - 12162
Hauptverfasser:	Stevenson, Finn, Lieberman, Benjamin, Swain, Abhaya, Mellado, Bruce
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Bristol IOP Publishing 01.09.2023
Schlagworte:	Anomalies Bosons Classification Higgs bosons Optimization Particle physics Physics Searching Standard model (particle physics)
ISSN:	1742-6588, 1742-6596
Online-Zugang:	Volltext
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