📦 GAN-based models to flash-simulate the LHCb PID detectors

Particle Identification Matrix Factorization Library

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 backg…

Bachelor Thesis: Optimization of Particle Identification (at the Belle 2 Experiment)

Collection of different Machine Learning models and neural network structures applied to a particle dataset using Keras, Tensorflow and Sklearn.

Collection of various utilities and Marlin(MT) processors for timing studies

Multichannel Double Recursive Frequentist-Bayesian Particle Identification algorithm in HEP

📓 Scripts and logics to train PID models for the Ultra-Fast Simulation of the LHCb experiment

FSE+Attention model for particle identification in ALICE (Pb-Pb Run 3) at CERN. State-of-the-art detector masking with 92.8% accuracy using JAX/Flax. Handles missing detector data through Feature Set Embedding + Multi-head Attention. Production-ready with Focal Loss, class weighting, and two-tier model persistence.

📦 GAN-based models to flash-simulate the LHCb PID detectors

Histograms for reconstructed tracks and MC truth in pp LHC23zzh analysis with PID studies.

📓 Scripts and logics to train PID models for the Ultra-Fast Simulation of the LHCb experiment

Multi Momentum Particle Identification Analysis | ALICE Experiment at CERN