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.

Data and Resources

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

DOI retrieved: December 16, 2024

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
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Debajyoti Sengupta
Guillaume Quétant
John Andrew Raine
Knut Zoch
Tobias Golling
Homepage https://arxiv.org/abs/2301.08128