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Search for tbH$^+(\tau\tau)$ with Performance Optimisation for Signal and Background Separation Using Machine Learning with ATLAS Data

The search for charged Higgs bosons, predicted by the Two Doublet Higgs Model and the Minimal Supersymmetric extension of the Standard Model, is challenging because of a large number of background processes and the unknown mass of the charged Higgs bosons. This thesis proposes to use machine learnin...

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Detalles Bibliográficos
Autor principal: Rames, Martin
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2862250