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…