A cGAN generates realistic photon hit samples for the FARICH detector conditioned on particle parameters and outperforms a linear statistical baseline in realism while providing speed-up over Monte Carlo.
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ML-based Fast Simulation of FARICH Responses
A cGAN generates realistic photon hit samples for the FARICH detector conditioned on particle parameters and outperforms a linear statistical baseline in realism while providing speed-up over Monte Carlo.