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Unsupervised Quark/Gluon Jet Tagging With Poissonian Mixture Models

The classification of jets induced by quarks or gluons is important for New Physics searches at high-energy colliders. However, available taggers usually rely on modeling the data through Monte Carlo simulations, which could veil intractable theoretical and systematical uncertainties. To significant...

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Detalles Bibliográficos
Autores principales: Alvarez, E., Spannowsky, M., Szewc, M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8969742/
https://www.ncbi.nlm.nih.gov/pubmed/35372834
http://dx.doi.org/10.3389/frai.2022.852970

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