Researcher profile

Francisco Villaescusa-Navarro

2 papers in the PaperMetrix corpus

Publications

Papers by this author

HIFlow: Generating Diverse HI Maps Conditioned on Cosmology using Normalizing Flow

2021 · arXiv (Cornell University)

A wealth of cosmological and astrophysical information is expected from many ongoing and upcoming large-scale surveys. It is crucial to prepare for these surveys now and develop tools that can efficiently extract the maximum amount …
Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets

2023

State of the art astronomical simulations have provided datasets which enabled the training of novel deep learning techniques for constraining cosmological parameters. However, differences in subgrid physics implementation and numerical approximations among simulation suites lead …