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arXiv (Cornell University)
Simulation of Hadronic Interactions with Deep Generative Models
October 2023 • Tuan Minh Pham, X. Ju
Accurate simulation of detector responses to hadrons is paramount for all physics programs at the Large Hadron Collider (LHC). Central to this simulation is the modeling of hadronic interactions. Unfortunately, the absence of first-principle theoretical guidance has made this a formidable challenge. The state-of-the-art simulation tool, \textsc{Geant4}, currently relies on phenomenology-inspired parametric models. Each model is designed to simulate hadronic interactions within specific energy ranges and for partic…
Hadron
Physics
Phenomenology (Philosophy)
Particle Physics
Large Hadron Collider
Computer Science
Artificial Intelligence
Epistemology
Statistics
Mathematics
Philosophy