Cargando…

Estimation of Impact Parameter and Transverse Spherocity in heavy-ion collisions at the LHC energies using Machine Learning

Recently, machine learning (ML) techniques have led to a range of numerous developments in the field of nuclear and high-energy physics. In heavy-ion collisions, the impact parameter of a collision is one of the crucial observables that has a significant impact on the final state particle production...

Descripción completa

Detalles Bibliográficos
Autores principales: Mallick, Neelkamal, Tripathy, Sushanta, Mishra, Aditya Nath, Deb, Suman, Sahoo, Raghunath
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:https://dx.doi.org/10.1103/PhysRevD.103.094031
http://cds.cern.ch/record/2756388