Simple sketch of what happens inside the LHC.
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Sep 20, 2020
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lhcb-experiment
Here are 22 public repositories matching this topic...
Mini framework to send LHCb simulation jobs to lxplus or a slurm batch system!
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Oct 8, 2020 - Python
📦 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
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Dec 11, 2024 - Python
Using Machine Learning to reconstruct trajectories of particles detected as hits by ATLAS experiment at LHC, Cern.
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May 13, 2020 - Jupyter Notebook
3D Neural Denoising for Track Reconstruction and Pattern ID @ LHCb TORCH Detector
neural-network convolutional-neural-networks lhcb-experiment autoencoders denoise denoise-autoencoder lhc-cern 3d-denoise
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Jun 22, 2024 - Jupyter Notebook
The official LHCb run3 detector, geometry, event data modern web display at CERN
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Sep 27, 2022 - TypeScript
🌐 Repository to generate the HTML poster about Lamarr for EuCAIFCon24
jinja2 academic lhcb-experiment jinja2-template ultrafast-simulation academic-poster lhcb-lamarr flash-simulation eucaifcon24
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Apr 27, 2024 - Less
LHCb Run 1 Bs→ϕKK angular analysis
root high-energy-physics lhcb lhcb-experiment particle-physics root-cern rapidfit amplitude-fit angular-analysis
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Nov 1, 2017 - Python
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Jun 7, 2016 - TeX
Parametric LHCb Run 3 VELO simulation for reconstruction studies
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Nov 17, 2021 - Python
🌐 Repository to generate the HTML poster about Lamarr for ACAT 2024
jinja2 academic lhcb-experiment jinja2-template ultrafast-simulation academic-poster lhcb-lamarr flash-simulation acat2024
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Apr 11, 2024 - Less
📦 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
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Oct 1, 2024 - Python
📓 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
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Dec 7, 2023 - Python
📖 My bachelor thesis at the University of Firenze
thesis data-analysis bachelor-thesis lhcb-experiment particle-physics bachelor-degree bachelor-degree-thesis
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Oct 23, 2023
Electromagnetic Calorimeter shower classification. Validation of the machine learning approach on the LHCb use case.
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Dec 23, 2022 - Jupyter Notebook
🌐 Repository to generate the HTML poster about Lamarr for ACAT 2022
jinja2 academic lhcb-experiment jinja2-template ultrafast-simulation academic-poster lhcb-lamarr acat2022 flash-simulation
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Mar 15, 2024 - Less
📖 My master thesis at the University of Firenze
machine-learning deep-learning thesis master-thesis generative-adversarial-network gan lhcb-experiment particle-physics master-degree ultrafast-simulation master-degree-thesis flash-simulation
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Oct 23, 2023
📓 Tutorials for the pidgan package
machine-learning tutorial deep-learning tensorflow pid gan lhcb-experiment ultrafast-simulation lhcb-lamarr pidgan flash-simulation pidgan-tutorial
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Nov 9, 2023 - Jupyter Notebook
📦 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
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Jul 2, 2024 - Python
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