Effectiveness of denoising diffusion probabilistic models for fast and high-fidelity whole-event simulation in high-energy heavy-ion experiments

Artificial intelligence (AI) generative models, such as generative adversarial networks (GANs), variational auto-encoders, and normalizing flows, have been widely used and studied as efficient alternatives for traditional scientific simulations. However, they have several drawbacks, including traini...

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Hauptverfasser:	Go, Yeonju, Torbunov, Dmitrii, Rinn, Timothy, Huang, Yi, Yu, Haiwang, Viren, Brett, Lin, Meifeng, Ren, Yihui, Huang, Jin
Format:	Artikel
Sprache:	eng
Schlagworte:	Physics - Data Analysis, Statistics and Probability Physics - High Energy Physics - Experiment Physics - Nuclear Experiment
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