Stochastic Super-resolution of Cosmological Simulations with Denoising Diffusion Models

In recent years, deep learning models have been successfully employed for augmenting low-resolution cosmological simulations with small-scale information, a task known as "super-resolution". So far, these cosmological super-resolution models have relied on generative adversarial networks (...

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Bibliographic Details
Main Authors: Andreas Schanz, Florian List, Oliver Hahn
Format: Article
Language:English
Published: Maynooth Academic Publishing 2024-11-01
Series:The Open Journal of Astrophysics
Online Access:https://doi.org/10.33232/001c.125902
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