CLEANing Cygnus A Deep and Fast with R2D2

A novel deep-learning paradigm for synthesis imaging by radio interferometry in astronomy was recently proposed, dubbed “Residual-to-Residual DNN series for high-Dynamic range imaging” (R2D2). In this work, we start by shedding light on R2D2's algorithmic structure, interpreting it as a learned...

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Bibliographic Details
Main Authors: Arwa Dabbech, Amir Aghabiglou, Chung San Chu, Yves Wiaux
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:The Astrophysical Journal Letters
Subjects:
Online Access:https://doi.org/10.3847/2041-8213/ad41df