Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets

2 November 2023

Papers citing "Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets"

4 / 4 papers shown

Title
Robust field-level inference with dark matter halos Helen Shao F. Villaescusa-Navarro Pablo Villanueva-Domingo R. Teyssier L. Garrison ... Greg L. Bryan D. Anglés-Alcázar Tiago Castro Elena Hernández-Martínez K. Dolag 22 13 0 14 Sep 2022
The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence F. Villaescusa-Navarro S. Genel D. Anglés-Alcázar L. Thiele R. Davé ... Luis Fernando Machado Poletti Valle L. A. Perez D. Nagai N. Battaglia M. Vogelsberger 16 47 0 22 Sep 2021
Robust marginalization of baryonic effects for cosmological inference at the field level F. Villaescusa-Navarro S. Genel D. Anglés-Alcázar D. Spergel Yin Li ... Helen Shao Sultan Hassan D. Narayanan R. Davé M. Vogelsberger 20 15 0 21 Sep 2021
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 156 9,327 0 28 May 2015