19 citations · 32 across the 3 of their papers we have counts for
3 papers
astro-ph.CO2025
Deep Learning for Primordial -mode Extraction
Eric Guzman, Joel Meyers
The search for primordial gravitational waves is a central goal of cosmic microwave background (CMB) surveys. Isolating the characteristic -mode polarization signal sourced by p…
astro-ph.CO2021★ 13 cited
Reconstructing Cosmic Polarization Rotation with ResUNet-CMB
Eric Guzman, Joel Meyers
Cosmic polarization rotation, which may result from parity-violating new physics or the presence of primordial magnetic fields, converts -mode polarization of the cosmic microwa…
astro-ph.CO2021★ 19 cited
Reconstructing Patchy Reionization with Deep Learning
Eric Guzman, Joel Meyers
The precision anticipated from next-generation cosmic microwave background (CMB) surveys will create opportunities for characteristically new insights into cosmology. Secondary ani…