Abstract
This project aims to extend a previous study of event simulation in hadronic collisions, focusing on the application of machine learning algorithms to analyze the obtained data. Based on the initial results of jet production simulations, Logistic Regression and Boosted Decision Trees (BDT) will be used for the identification and classification of jets containing hadrons with charm and bot…