PC-JeDi: Diffusion for particle cloud generation in high energy physics
In this paper, we present a new method to efficiently generate jets in High Energy Physics called PC-JeDi. This method utilises score-based diffusion models in conjunction with transformers which are well suited to the task of generating jets as particle clouds due to their permutation equivariance....
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Format: | Article |
Language: | English |
Published: |
SciPost
2024-01-01
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Series: | SciPost Physics |
Online Access: | https://scipost.org/SciPostPhys.16.1.018 |