Full event particle-level unfolding with variable-length latent variational diffusion

The measurements performed by particle physics experiments must account for the imperfect response of the detectors used to observe the interactions. One approach, unfolding, statistically adjusts the experimental data for detector effects. Recently, generative machine learning models have shown pro...

Full description

Saved in:
Bibliographic Details
Main Author: Alexander Shmakov, Kevin Greif, Michael James Fenton, Aishik Ghosh, Pierre Baldi, Daniel Whiteson
Format: Article
Language:English
Published: SciPost 2025-04-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.18.4.117
Tags: Add Tag
No Tags, Be the first to tag this record!