8 citations · 10 across the 2 of their papers we have counts for
2 papers
astro-ph.CO2022★ 2 cited
De-noising non-Gaussian fields in cosmology with normalizing flows
Adam Rouhiainen, Moritz Münchmeyer
Fields in cosmology, such as the matter distribution, are observed by experiments up to experimental noise. The first step in cosmological data analysis is usually to de-noise the…
astro-ph.CO2021★ 8 cited
Normalizing flows for random fields in cosmology
Adam Rouhiainen, Utkarsh Giri, Moritz Münchmeyer
Normalizing flows are a powerful tool to create flexible probability distributions with a wide range of potential applications in cosmology. Here we are studying normalizing flows…