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Cosmological N-body simulations: a challenge for scalable generative
  models
v1v2 (latest)

Cosmological N-body simulations: a challenge for scalable generative models

Computational Astrophysics and Cosmology (CAC), 2019
15 August 2019
Nathanael Perraudin
Ankit Srivastava
Aurelien Lucchi
T. Kacprzak
Thomas Hofmann
Alexandre Réfrégier
ArXiv (abs)PDFHTMLGithub (14★)

Papers citing "Cosmological N-body simulations: a challenge for scalable generative models"

8 / 8 papers shown
GSHOT: Few-shot Generative Modeling of Labeled Graphs
GSHOT: Few-shot Generative Modeling of Labeled GraphsLOG IN (LOG IN), 2023
S. Manchanda
Shubham Gupta
Jignesh M. Patel
Srikanta J. Bedathur
VLM
253
0
0
06 Jun 2023
Wavelet Conditional Renormalization Group
Wavelet Conditional Renormalization GroupPhysical Review X (PRX), 2022
Tanguy Marchand
M. Ozawa
Giulio Biroli
S. Mallat
163
21
0
11 Jul 2022
A Survey on Deep Graph Generation: Methods and Applications
A Survey on Deep Graph Generation: Methods and ApplicationsLOG IN (LOG IN), 2022
Yanqiao Zhu
Yuanqi Du
Yinkai Wang
Yichen Xu
Jieyu Zhang
Qiang Liu
Shu Wu
3DVGNN
494
75
0
13 Mar 2022
Classification algorithms applied to structure formation simulations
Classification algorithms applied to structure formation simulationsAstronomy and Computing (A&C), 2021
Jazhiel Chacón
J. A. Vázquez
E. Almaraz
AI4CE
227
9
0
11 Jun 2021
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued
  Regression
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued RegressionInternational Conference on Machine Learning (ICML), 2021
Florian List
UQCV
269
5
0
03 Jun 2021
AI-assisted super-resolution cosmological simulations II: Halo
  substructures, velocities and higher order statistics
AI-assisted super-resolution cosmological simulations II: Halo substructures, velocities and higher order statisticsMonthly notices of the Royal Astronomical Society (MNRAS), 2021
Y. Ni
Yin Li
Patrick Lachance
R. Croft
T. Di Matteo
Simeon Bird
Yu Feng
288
21
0
03 May 2021
Suppressing simulation bias using multi-modal data
Suppressing simulation bias using multi-modal data
B. Kustowski
J. Gaffney
B. Spears
G. Anderson
Rushil Anirudh
P. Bremer
Jayaraman J. Thiagarajan
G. Kruse
Ryan Nora
AI4CE
180
16
0
19 Apr 2021
Emulation of cosmological mass maps with conditional generative
  adversarial networks
Emulation of cosmological mass maps with conditional generative adversarial networksFrontiers in Artificial Intelligence (FAI), 2020
Nathanael Perraudin
Sandro Marcon
Aurelien Lucchi
T. Kacprzak
GAN
254
12
0
17 Apr 2020
1
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