Naslov
Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data

Autori
Jerčić, Marko ; Jerčić, Ivan ; Poljak, Nikola

Izvornik
Entropy (Basel. Online) (1099-4300) 24 (2022), 1; 104, 19

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
quantum chromodynamics ; network model ; data analysis ; interpretability

Sažetak
The properties of decays that take place during jet formation cannot be easily deduced from the final distribution of particles in a detector. In this work, we first simulate a system of particles with well-defined masses, decay channels, and decay probabilities. This presents the “true system” for which we want to reproduce the decay probability distributions. Assuming we only have the data that this system produces in the detector, we decided to employ an iterative method which uses a neural network as a classifier between events produced in the detector by the “true system” and some arbitrary “test system”. In the end, we compare the distributions obtained with the iterative method to the “true” distributions.

Izvorni jezik
Engleski

Znanstvena područja
Fizika

POVEZANOST RADA