research data . Dataset . 2018

Nbody 3D Histograms dataset

Fluri, Janis; Perraudin, Nathanael;
Open Access
  • Published: 17 Oct 2018
  • Publisher: Zenodo
Abstract
<p><strong>3Dcosmo: a benchmark dataset for large 3-dimensional generative models (and 2-dimensional as well)</strong></p> <p>This is the N-body simulations 3D images dataset used in the paper <em>Cosmological N-body simulations: a challenge for scalable generative models</em>, Nathanaël Perraudin, Ankit Srivastava, Aurelien Lucchi, Tomasz Kacprzak, Thomas Hofmann, Alexandre Refregier</p> <p>The dataset does not contain the Nbody simulations as they have a very large size. Instead, we sliced the space into 256 x 256 x 256 cubical areas and counted the number of particules in each area. The result are 3D histograms, where the number of particles is a proxy for ma...
Subjects
free text keywords: Biophysics, Genetics, Molecular Biology, Evolutionary Biology, 69999 Biological Sciences not elsewhere classified, 80699 Information Systems not elsewhere classified, Generative Adversarial Networks, Nbody 3 D Histograms dataset 3 Dcosmo, Nathana ël Perraudin, Cosmological N-body simulations, 3 D histograms, 500 Mpc, matter density, simulation boxes, Alexandre Refregier, web simulations, 2 D, 3 D generative model, size 100 Mpc, benchmark dataset, Nbody simulation, Thomas Hofmann, N-body simulations, scalable generative models, 256 x 256 x 256 cubical areas, Cold Dark Matter, Short description, N-body simulations 3 D images dataset, matter density distribution, particle distribution, redshift z, H 0, N-body simulations use, Ankit Srivastava, Aurelien Lucchi, paper Cosmological N-body simulations, Nbody simulations, paper Fast Cosmic Web Simulations, box sizes, data generation, 3 DCosmo benchmark, 350 km, Tomasz Kacprzak, scale 3 D images, generative models, L-PICOLA, matter distribution, boundary condition, N-body simulation, Microbiology, Cell Biology, Biotechnology, Ecology, Developmental Biology, 59999 Environmental Sciences not elsewhere classified, 29999 Physical Sciences not elsewhere classified, Scalable Generative Adversarial Networks, Generative Adversarial Networks Andres C Rodriguez, Adam Amara, Fast Cosmic Web Simulations, Multi-dimensional Images Ankit Srivastava, Nbody 3 D Histograms dataset
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Zenodo
Dataset . 2018
Provider: Datacite
Zenodo
Dataset . 2018
Provider: Zenodo
Zenodo
Dataset . 2018
Provider: Datacite
Zenodo
Dataset . 2018
Provider: Zenodo
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research data . Dataset . 2018

Nbody 3D Histograms dataset

Fluri, Janis; Perraudin, Nathanael;