4 papers · 1 filter
Probing non-perturbative QCD aspects on particle production in pp collisions with forward-backward correlations using \texttt{PYTHIA8}
Rohit Agarwala, Kalyan Dey
We employ PYTHIA8 simulations to study forward-backward (FB) correlations in pp collisions at LHC energies, probing non-perturbative QCD dynamics via color reconnection (CR) and QC…
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…
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…
Effect of event classifiers on jet quenching-like signatures in high-multiplicity collisions at TeV
Hushnud Hushnud, Omveer Singh, Srikanta Kumar Tripathy +2
The motivation behind exploring jet quenching-like phenomena in small systems arises from the experimental observation of heavy-ion-like behavior of particle production in high-mul…