AI-assisted super-resolution cosmological simulations IV: An emulator for deterministic realizations

AI-assisted super-resolution cosmological simulations IV: An emulator for deterministic realizations

Super-resolution (SR) models in cosmological simulations use deep learning (DL) to rapidly enhance low-resolution (LR) runs with statistically correct fine details. These models preserves large-scale structures by conditioning on an LR version of the simulation. On smaller scales, the generative pro...

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Bibliographic Details
Main Authors: Xiaowen Zhang, Patrick Lachance, Ankita Dasgupta, Rupert A. C. Croft, Tiziana Di Matteo, Yueying Ni, Simeon Bird, Yin Li
Format: Article
Language:English
Published: Maynooth Academic Publishing 2025-02-01
Series:The Open Journal of Astrophysics
Online Access:https://doi.org/10.33232/001c.129471
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