Simple sketch of what happens inside the LHC.
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Updated
Sep 20, 2020
Simple sketch of what happens inside the LHC.
Mini framework to send LHCb simulation jobs to lxplus or a slurm batch system!
Using Machine Learning to reconstruct trajectories of particles detected as hits by ATLAS experiment at LHC, Cern.
📦 GAN-based models to flash-simulate the LHCb PID detectors
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
🌐 Repository to generate the HTML poster about Lamarr for EuCAIFCon24
LHCb Run 1 Bs→ϕKK angular analysis
Parametric LHCb Run 3 VELO simulation for reconstruction studies
🌐 Repository to generate the HTML poster about Lamarr for ACAT 2024
📦 Transformer-based models to flash-simulate the LHCb ECAL detector
Electromagnetic Calorimeter shower classification. Validation of the machine learning approach on the LHCb use case.
📖 My bachelor thesis at the University of Firenze
🌐 Repository to generate the HTML poster about Lamarr for ACAT 2022
📓 Scripts and logics to train tracking models for the flash simulation of the LHCb experiment
📖 My master thesis at the University of Firenze
📓 Tutorials for the pidgan package
📦 Transformer-based models to flash-simulate the LHCb ECAL detector
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