Search Results for author: Farida Farsian

Found 2 papers, 1 papers with code

Inpainting via Generative Adversarial Networks for CMB data analysis

1 code implementation8 Apr 2020 Alireza Vafaei Sadr, Farida Farsian

In this work, we propose a new method to inpaint the CMB signal in regions masked out following a point source extraction process.

Foreground model recognition through Neural Networks for CMB B-mode observations

no code implementations4 Mar 2020 Farida Farsian, Nicoletta Krachmalnicoff, Carlo Baccigalupi

In this work we present a Neural Network (NN) algorithm for the identification of the appropriate parametrization of diffuse polarized Galactic emissions in the context of Cosmic Microwave Background (CMB) $B$-mode multi-frequency observations.

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