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Implementation of machine learning techniques to predict impact parameter and transverse spherocity in heavy-ion collisions at the LHC

Machine learning techniques have been quite popular recently in the high-energy physics community and have led to numerous developments in this field. In heavy-ion collisions, one of the crucial observables, the impact parameter, plays an important role in the final-state particle production. This b...

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Detalles Bibliográficos
Autores principales: Mishra, Aditya Nath, Mallick, Neelkamal, Tripathy, Sushanta, Deb, Suman, Sahoo, Raghunath
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:https://dx.doi.org/10.22323/1.397.0265
http://cds.cern.ch/record/2788682