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PC-JeDi: Particle Cloud Jets with Diffusion

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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Cite this as

Matthew Leigh, Debajyoti Sengupta, Guillaume Quétant, John Andrew Raine, Knut Zoch, Tobias Golling (2024). Dataset: PC-JeDi: Particle Cloud Jets with Diffusion. https://doi.org/10.57702/qf2ybted

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Additional Info

Field	Value
Created	December 16, 2024
Last update	December 16, 2024
Defined In	https://doi.org/10.21468/SciPostPhys.16.1.018
Author	Matthew Leigh
More Authors	Debajyoti Sengupta Guillaume Quétant John Andrew Raine Knut Zoch Tobias Golling
Homepage	https://arxiv.org/abs/2301.08128