There are 1 repository under particle-identification topic.
This project contains the code to perform a task of Particle identification (PID) in Astrophysics, comparing Deep Learning and Classical Machine Learning approaches. Data are provided by Agile team (http://agile.rm.iasf.cnr.it/) and the goal of the analysis is to provide a Statistical model which is able to distinguish gamma-ray photon for background particles.
Collection of different Machine Learning models and neural network structures applied to a particle dataset using Keras, Tensorflow and Sklearn.
Bachelor Thesis: Optimization of Particle Identification (at the Belle 2 Experiment)
Multichannel Double Recursive Frequentist-Bayesian Particle Identification algorithm in HEP
Collection of various utilities and Marlin(MT) processors for timing studies