papers
Publications (12)
astro-ph.CO2025
Field-level simulation-based inference with galaxy catalogs: the impact of systematic effects
Natalà S. M. de Santi, Francisco Villaescusa-Navarro, L. Raul Abramo +11
cs.LG2021
The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence
Francisco Villaescusa-Navarro, Shy Genel, Daniel Angles-Alcazar +25
astro-ph.CO2024
Cosmological limits on the neutrino mass sum for beyond-$Î$CDM models
Helen Shao, Jahmour J. Givans, Jo Dunkley +4
astro-ph.CO2024
Quijote-PNG: The Information Content of the Halo Mass Function
Gabriel Jung, Andrea Ravenni, Marco Baldi +8
astro-ph.CO2023
The CAMELS project: Expanding the galaxy formation model space with new ASTRID and 28-parameter TNG and SIMBA suites
Yueying Ni, Shy Genel, Daniel Anglés-Alcázar +12
astro-ph.CO2022
Robust field-level inference with dark matter halos
Helen Shao, Francisco Villaescusa-Navarro, Pablo Villanueva-Domingo +13
astro-ph.CO2022
The CAMELS project: public data release
Francisco Villaescusa-Navarro, Shy Genel, Daniel Anglés-Alcázar +44
astro-ph.CO2021
Finding universal relations in subhalo properties with artificial intelligence
Helen Shao, Francisco Villaescusa-Navarro, Shy Genel +7
astro-ph.CO2023
Robust Field-level Likelihood-free Inference with Galaxies
Natalà S. M. de Santi, Helen Shao, Francisco Villaescusa-Navarro +12
astro-ph.CO2026
Single Frequency CMB Foreground Removal with Inter-scale Machine Learning
Helen Shao, Fiona McCarthy, Blake D. Sherwin +2
astro-ph.CO2023
A universal equation to predict $Ω_{\rm m}$ from halo and galaxy catalogues
Helen Shao, Natalà S. M de Santi, Francisco Villaescusa-Navarro +13
astro-ph.CO2021
Robust marginalization of baryonic effects for cosmological inference at the field level
Francisco Villaescusa-Navarro, Shy Genel, Daniel Angles-Alcazar +11