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CaloChallenge setup for planar calorimeters

Michal Mazurek requested to merge mimazure-calo-challenge-planar-calorimeter into mimazure-calo-challenge

@azaborow @dasalama @gcorti @landerli @admorris @witoldp @mkmiec

I have prepared an extra configuration on top of the standard cylindrical calorimeter in !131 (merged) that changes the geometry of the calorimeter to be more LHCb-like. The positions and dimensions are not the same as in LHCb/ECAL, but I wanted to have sth simple as an intermediate step to see what else needs to be done to test this out in Gauss. Visualization of the simulation, performance of the inference with pyTorch & ONNXRuntime, as well as training datasets and monitoring plots are below.

Visualization

EXAMPLES_MOMENTUM_COMPARISON_PLANAR_SiW_FixedMomentum_11_theta0.0_DetailedSimulation_vis_phi0.0_theta180.0

EXAMPLES_SIMULATION_COMPARISON_PLANAR_SiW_FixedMomentum_10.0GeV_11_theta0.0_vis_phi0.0_theta180.0

Training data vs. output

TRAINING_DATA_SIMULATION_COMPARISON_PLANAR_SiW_FixedMomentum_8.0GeV_11_theta0.0

Monitoring

MONITORING_SIMULATION_COMPARISON_PLANAR_SiW_FixedMomentum_8.0GeV_11_theta0.0

Edited by Michal Mazurek

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