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physics.data-an2024★ 1 cited
Towards Universal Unfolding of Detector Effects in High-Energy Physics using Denoising Diffusion Probabilistic Models
Camila Pazos, Shuchin Aeron, Pierre-Hugues Beauchemin +4
Correcting for detector effects in experimental data, particularly through unfolding, is critical for enabling precision measurements in high-energy physics. However, traditional u…
physics.data-an2019
Comparison of unfolding methods using RooFitUnfold
Lydia Brenner, Pim Verschuuren, Rahul Balasubramanian +4
In this paper we describe RooFitUnfold, an extension of the RooFit statistical software package to treat unfolding problems, and which includes most of the unfolding methods that c…