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hep-ph2025
Jet Image Generation in High Energy Physics Using Diffusion Models
Victor D. Martinez, Vidya Manian, Sudhir Malik
This article presents, for the first time, the application of diffusion models for generating jet images corresponding to proton-proton collision events at the Large Hadron Collide…
hep-ph2024★ 1 cited
A multicategory jet image classification framework using deep neural network
Jairo Orozco Sandoval, Vidya Manian, Sudhir Malik
Jet point cloud images are high dimensional data structures that needs to be transformed to a separable feature space for machine learning algorithms to distinguish them with simpl…