Projects in Awesome Lists tagged with flash-simulation

A curated list of projects in awesome lists tagged with flash-simulation .

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https://github.com/mbarbetti/pidgan

:package: GAN-based models to flash-simulate the LHCb PID detectors

deep-learning flash-simulation gan keras lhcb-experiment lhcb-lamarr machine-learning particle-identification pid tensorflow ultrafast-simulation

Last synced: 15 Mar 2026

https://github.com/mbarbetti/master-thesis-public

:book: My master thesis at the University of Firenze

deep-learning flash-simulation gan generative-adversarial-network lhcb-experiment machine-learning master-degree master-degree-thesis master-thesis particle-physics thesis ultrafast-simulation

Last synced: 02 Feb 2026

https://github.com/mbarbetti/lb-pidsim-train

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

deep-learning flash-simulation gan jupyter-notebook lhcb-experiment lhcb-lamarr machine-learning particle-identification pid pidgan tensorflow ultrafast-simulation

Last synced: 13 Jan 2026

https://github.com/mbarbetti/phd-thesis-public

:book: My PhD thesis at the University of Firenze

deep-learning flash-simulation generative-models lhcb-experiment lhcb-lamarr machine-learning phd-degree phd-thesis smart-computing thesis ultrafast-simulation

Last synced: 28 Jan 2026

https://github.com/mbarbetti/calotron

:package: Transformer-based models to flash-simulate the LHCb ECAL detector

calorimeter deep-learning flash-simulation keras lhcb-experiment lhcb-lamarr machine-learning tensorflow transformer ultrafast-simulation

Last synced: 03 Mar 2026

https://github.com/mbarbetti/pidgan-notebooks

:notebook: Tutorials for the pidgan package

deep-learning flash-simulation gan lhcb-experiment lhcb-lamarr machine-learning pid pidgan pidgan-tutorial tensorflow tutorial ultrafast-simulation

Last synced: 21 Apr 2026