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Further Improvements to AngryTops: A machine learning package for the reconstruction of top-quark pair decay kinematics

Studies of the top quark provide unique insights into the Standard Model due to its large mass. However, the kinematics of $t\bar{t}$ decays is difficult to reconstruct due to the complexity of these events and limited detector resolution. Neural networks are thought to perform as well as state-of-t...

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Detalles Bibliográficos
Autores principales: Sinervo, Pekka, Chan, Darren Zeming, Wang, Maggie Fen
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:http://cds.cern.ch/record/2779147