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physics.ins-det2024★ 2 cited
Deep Generative Models for Ultra-High Granularity Particle Physics Detector Simulation: A Voyage From Emulation to Extrapolation
Baran Hashemi
Simulating ultra-high-granularity detector responses in Particle Physics represents a critical yet computationally demanding task. This thesis aims to overcome this challenge for t…
physics.ins-det2023★ 28 cited
Deep Generative Models for Detector Signature Simulation: A Taxonomic Review
Baran Hashemi, Claudius Krause
In modern collider experiments, the quest to explore fundamental interactions between elementary particles has reached unparalleled levels of precision. Signatures from particle ph…