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

Nathanaël Perraudin, Ankit Srivastava, Aurelien Lucchi +3

Deep generative models, such as Generative Adversarial Networks (GANs) or Variational Autoencoders (VAs) have been demonstrated to produce images of high visual quality. However, t…