Papers citing "The CAMELS project: public data release"

12 / 12 papers shown

Title
Field-level simulation-based inference with galaxy catalogs: the impact of systematic effects Natalí S. M. de Santi F. Villaescusa-Navarro L. Abramo Helen Shao Lucia A. Perez ... F. Marinacci D. Spergel K. Dolag L. Hernquist M. Vogelsberger 231 5 0 28 Jan 2025
Inferring halo masses with Graph Neural Networks Pablo Villanueva-Domingo F. Villaescusa-Navarro D. Anglés-Alcázar S. Genel F. Marinacci D. Spergel L. Hernquist M. Vogelsberger R. Davé D. Narayanan AI4CE 37 36 0 16 Nov 2021
Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation A. Cole Benjamin Kurt Miller S. Witte Maxwell X. Cai M. Grootes F. Nattino Christoph Weniger 64 40 0 15 Nov 2021
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 40 48 0 22 Sep 2021
Fast, high-fidelity Lyman $α$ forests with convolutional neural networks P. Harrington Mustafa A. Mustafa Max Dornfest B. Horowitz Z. Lukić 33 4 0 23 Jun 2021
AI-assisted super-resolution cosmological simulations II: Halo substructures, velocities and higher order statistics Y. Ni Yin Li Patrick Lachance R. Croft T. Di Matteo Simeon Bird Yu Feng 34 16 0 03 May 2021
Hybrid analytic and machine-learned baryonic property insertion into galactic dark matter haloes Ben Moews R. Davé Sourav Mitra Sultan Hassan W. Cui AI4CE 119 7 0 10 Dec 2020
deep21: a Deep Learning Method for 21cm Foreground Removal T. Lucas Makinen Lachlan Lancaster F. Villaescusa-Navarro Peter Melchior S. Ho Laurence Perreault Levasseur D. Spergel 3DPC 42 29 0 29 Oct 2020
AI-assisted super-resolution cosmological simulations Yin Li Y. Ni R. Croft T. Di Matteo Simeon Bird Yu Feng 74 46 0 13 Oct 2020
Mass Estimation of Galaxy Clusters with Deep Learning I: Sunyaev-Zel'dovich Effect N. Gupta C. Reichardt 40 14 0 13 Mar 2020
Learning to Predict the Cosmological Structure Formation Siyu He Yin Li Yu Feng S. Ho Siamak Ravanbakhsh Wei Chen Barnabás Póczós 59 170 0 15 Nov 2018
Forging new worlds: high-resolution synthetic galaxies with chained generative adversarial networks Prem Seetharaman Shrikant Venkataramani GAN 74 35 0 07 Nov 2018