2 citations · 3 across the 6 of their papers we have counts for
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hep-ph2023
Diffusion model approach to simulating electron-proton scattering events
Peter Devlin, Jian-Wei Qiu, Felix Ringer +1
Generative AI is a fast-growing area of research offering various avenues for exploration in high-energy nuclear physics. In this work, we explore the use of generative models for…
hep-ph2023★ 1 cited
Accelerating Markov Chain Monte Carlo sampling with diffusion models
N. T. Hunt-Smith, W. Melnitchouk, F. Ringer +3
Global fits of physics models require efficient methods for exploring high-dimensional and/or multimodal posterior functions. We introduce a novel method for accelerating Markov Ch…