PHIN-GAN applies physics-informed GANs with analytical straggling PDFs to produce fast, GEANT4-level particle-matter interaction simulations.
A.et al.Science requirements and detector concepts for the electron-ion collider: EIC yellow report.Nuclear Physics A1026,122447 (2022)
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Passage of particles through matter and the effective straggling-function: High-fidelity accelerated simulation via Physics-Informed Machine Learning
PHIN-GAN applies physics-informed GANs with analytical straggling PDFs to produce fast, GEANT4-level particle-matter interaction simulations.