WebNov 5, 2024 · The latest study focuses on a technique to reduce readout errors, called "iterative Bayesian unfolding" (IBU), which is familiar to the high-energy physics community. The study compares the... WebOct 21, 2024 · In particular, we present a scalable implementation of iterative Bayesian unfolding, a standard mitigation technique used in high-energy physics experiments. We demonstrate our method by mitigating QC data from experimental preparation of Greenberger-Horne-Zeilinger (GHZ) states up to 127 qubits and implementation of the …
PynFold - Unfolding With Python — pynFold …
WebOct 9, 2012 · [9] G. Choudalakis Fully Bayesian Unfolding, arXiv:1201.4612. Preprint; Google Scholar [10] V. Blobel An unfolding method for high-energy physics experiments, hep-ex/0208022. Preprint; Google Scholar [11] V. Anykeev, A. Spiridonov and V. Zhigunov 1991 Comparative investigation of unfolding methods, Nucl. Instrum. Meth. A 303 350. … WebThe unfolding method based on iterative application of Bayes’ theorem described by D’Agostini [1] (though similar to the iterative procedure of Mu¨lthei and Schorr [2]) is a convenient method, popular in Particle england today match
Introduction to Unfolding in High Energy Physics
WebDec 17, 2024 · The unfolding procedure corrects measured spectra for the resolution, efficiency, and acceptance effects of the detector usually to the particle level. The … WebSep 25, 2024 · We study one such method, known as iterative Bayesian unfolding, as a potential tool for correcting readout errors from universal gate-based quantum computers. WebThe fundamental idea is to decompose tensors structurally in a compact manner as much as possible while retaining data spatial characteristics in a tractable way. By incorporating the framework of the Bayesian inference, a new tensor decomposition model on the subtle matrix unfolding outer product is established for both tensor completion and ... england to budapest flight time