mbarbetti / pidgan Star 5 Code Issues Pull requests 📦 GAN-based models to flash-simulate the LHCb PID detectors machine-learning deep-learning tensorflow pid keras gan lhcb-experiment particle-identification ultrafast-simulation lhcb-lamarr flash-simulation Updated Dec 11, 2024 Python
mbarbetti / calotron Star 1 Code Issues Pull requests 📦 Transformer-based models to flash-simulate the LHCb ECAL detector machine-learning deep-learning tensorflow keras transformer lhcb-experiment calorimeter ultrafast-simulation lhcb-lamarr flash-simulation Updated Jul 2, 2024 Python
LamarrSim / calotron Star 0 Code Issues Pull requests 📦 Transformer-based models to flash-simulate the LHCb ECAL detector machine-learning deep-learning tensorflow keras transformer lhcb-experiment calorimeter ultrafast-simulation lhcb-lamarr flash-simulation Updated Oct 1, 2024 Python
mbarbetti / lb-trksim-train Star 0 Code Issues Pull requests 📓 Scripts and logics to train tracking models for the flash simulation of the LHCb experiment tracking machine-learning deep-learning tensorflow jupyter-notebook gan lhcb-experiment ultrafast-simulation lhcb-lamarr pidgan flash-simulation Updated Dec 7, 2023 Python
mbarbetti / lb-pidsim-train Star 0 Code Issues Pull requests 📓 Scripts and logics to train PID models for the Ultra-Fast Simulation of the LHCb experiment machine-learning deep-learning tensorflow pid jupyter-notebook gan lhcb-experiment particle-identification ultrafast-simulation lhcb-lamarr pidgan flash-simulation Updated Jan 20, 2024 Python
LamarrSim / pidgan Star 0 Code Issues Pull requests 📦 GAN-based models to flash-simulate the LHCb PID detectors machine-learning deep-learning tensorflow pid keras gan lhcb-experiment particle-identification ultrafast-simulation lhcb-lamarr flash-simulation Updated Oct 1, 2024 Python