Search Results for author: Eric Guzman

Found 2 papers, 2 papers with code

Reconstructing Cosmic Polarization Rotation with ResUNet-CMB

1 code implementation20 Sep 2021 Eric Guzman, Joel Meyers

Cosmic polarization rotation, which may result from parity-violating new physics or the presence of primordial magnetic fields, converts $E$-mode polarization of the cosmic microwave background (CMB) into $B$-mode polarization.

Reconstructing Patchy Reionization with Deep Learning

1 code implementation4 Jan 2021 Eric Guzman, Joel Meyers

We show that the ResUNet-CMB network significantly outperforms the quadratic estimator at low noise levels and is not subject to the lensing-induced bias on the patchy reionization reconstruction that would be present with a straightforward application of the quadratic estimator.

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