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hep-ph2025
Harnessing data-driven methods for precise model independent event shape estimation in relativistic heavy-ion collisions
Dipankar Basak, H. Hushnud, Kalyan Dey
This study demonstrates the application of supervised machine learning (ML) techniques to distinguish between isotropic and jet-like event topologies in heavy-ion collisions via th…
hep-ph2024
Estimating centrality in heavy-ion collisions using Transfer Learning technique
Dipankar Basak, Kalyan Dey
In this study, we explore the applicability of Transfer Learning techniques for estimating collision centrality in terms of the number of participants () in high-ener…