Simple sketch of what happens inside the LHC.

Mini framework to send LHCb simulation jobs to lxplus or a slurm batch system!

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

Using Machine Learning to reconstruct trajectories of particles detected as hits by ATLAS experiment at LHC, Cern.

Simple tools for my contributions to the Bs⁰ → DsK analysis for the LHCb collaboration

A hands-on workshop repository featuring Qiskit-based quantum computing exercises tailored for the LHCb physics community. Includes beginner-friendly notebooks on Qiskit fundamentals, Deutsch-Jozsa, QML, QAOA for Max-Cut, and Grover’s algorithm, with step-by-step explanations and simulations. Ideal for physicists exploring quantum algorithms.

🌐 Repository to generate the HTML poster about Lamarr for EuCAIFCon24

3D Neural Denoising for Track Reconstruction and Pattern ID @ LHCb TORCH Detector

The official LHCb run3 detector, geometry, event data modern web display at CERN

LHCb Run 1 Bs→ϕKK angular analysis

📦 Transformer-based models to flash-simulate the LHCb ECAL detector

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

Semantic Search for LHCb papers on arxiv

🎓 My PhD thesis @CERN @lhcb @e5-tu-do

🌐 Repository to generate the HTML poster about Lamarr for ACAT 2024

[Python Package] VeloPix Track Reconstruction and Hyperparameter Optimization Framework for High-Energy Particle Physics at CERN. Provides efficient algorithms for particle track reconstruction, automated hyperparameter tuning, and scalable performance benchmarking to support cutting-edge experiments in high-energy physics.

Parametric LHCb Run 3 VELO simulation for reconstruction studies

📖 My master thesis at the University of Firenze

📖 My bachelor thesis at the University of Firenze

Electromagnetic Calorimeter shower classification. Validation of the machine learning approach on the LHCb use case.