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physics.ins-det2024★ 1 cited
BUFF: Boosted Decision Tree based Ultra-Fast Flow matching
Cheng Jiang, Sitian Qian, Huilin Qu
Tabular data stands out as one of the most frequently encountered types in high energy physics. Unlike commonly homogeneous data such as pixelated images, simulating high-dimension…
physics.ins-det2024★ 1 cited
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.…