Fast cosmic web simulations with generative adversarial networks

27 January 2018

Papers citing "Fast cosmic web simulations with generative adversarial networks"

9 / 9 papers shown

Title
Hamiltonian Normalizing Flows as kinetic PDE solvers: application to the 1D Vlasov-Poisson Equations Vincent Souveton Sébastien Terrana 41 0 0 07 May 2025
Predicting Exoplanetary Features with a Residual Model for Uniform and Gaussian Distributions Andrew Sweet OOD 36 0 0 16 Jun 2024
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity Vincent Souveton Arnaud Guillin J. Jasche G. Lavaux Manon Michel 23 3 0 03 Feb 2023
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 35 32 0 07 Nov 2022
Learning neutrino effects in Cosmology with Convolutional Neural Networks E. Giusarma M. Reyes F. Villaescusa-Navarro Siyu He S. Ho C. Hahn 6 14 0 09 Oct 2019
A domain agnostic measure for monitoring and evaluating GANs Paulina Grnarova Kfir Y. Levy Aurelien Lucchi Nathanael Perraudin Ian Goodfellow Thomas Hofmann Andreas Krause EGVM 16 8 0 13 Nov 2018
On the dissection of degenerate cosmologies with machine learning J. Merten C. Giocoli M. Baldi M. Meneghetti A. Peel F. Lalande Jean-Luc Starck V. Pettorino 31 31 0 25 Oct 2018
A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues P. Berger G. Stein 13 38 0 11 May 2018
CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks M. Mustafa Deborah Bard W. Bhimji Z. Lukić Rami Al-Rfou J. Kratochvil GAN 13 123 0 07 Jun 2017