Generative neural networks for fast ZDC simulations
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Jan 30, 2025 - Python
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fast-simulation
Here are 5 public repositories matching this topic...
Even Faster Simulation of the Zero Degree Calorimeter Responses with Flow Matching
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Jul 28, 2025 - Python
Tracking papers that use or relate to the LEMURS multi-detector calorimeter shower dataset (arXiv:2509.05108)
geant4 transfer-learning high-energy-physics generative-models lemurs fast-simulation geant4-simulation calorimeter-simulation
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Aug 31, 2026 - Python
▎ Physics-constrained WGAN-GP that acts as a fast surrogate for Monte Carlo simulation of particles crossing the COMET Phase-I monitor plane. Includes ROOT-to-parquet ingestion, per-species training, multi-metric evaluation (C2ST, MMD, tail tests) and HTCondor submit files.
deep-learning monte-carlo comet htcondor pytorch gan generative-model root high-energy-physics particle-physics wgan-gp surrogate-models fast-simulation uproot
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Sep 11, 2026 - Python
Production code for the SimpleBox and LEMURS point cloud calorimeter shower datasets: Geant4/DD4hep simulation to training-ready HDF5
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Aug 22, 2026 - Python
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