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Spectral analysis of jet substructure with neural networks: boosted Higgs case

Abstract Jets from boosted heavy particles have a typical angular scale which can be used to distinguish them from QCD jets. We introduce a machine learning strategy for jet substructure analysis using a spectral function on the angular scale. The angular spectrum allows us to scan energy deposits o...

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Detalles Bibliográficos
Principais autores: Sung Hak Lim, Mihoko M. Nojiri
Formato: Artigo
Idioma:Inglês
Publicado: SpringerOpen 2018-10-01
Series:Journal of High Energy Physics
Assuntos:
Acceso en liña:http://link.springer.com/article/10.1007/JHEP10(2018)181
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