2 papers
hep-ex2026
CaloTrilogy: Toward a Breakthrough in One-Step, End-to-End, Physics-Guided Shower Generation for Modern Calorimeters
Cheng Jiang, Sitian Qian, Kevin Pedro +3
High-precision calorimeter simulation at current and future colliders imposes rapidly growing computational demands, motivating the development of machine-learning surrogates for t…
physics.ins-det2025
Choose Your Diffusion: Efficient and flexible ways to accelerate the diffusion model in fast high energy physics simulation
Cheng Jiang, Sitian Qian, Huilin Qu
The diffusion model has demonstrated promising results in image generation, recently becoming mainstream and representing a notable advancement for many generative modeling tasks.…