On the Use of WGANs for Super Resolution in Dark-Matter Simulations

Super-resolution techniques have the potential to reduce the computational cost of cosmological and astrophysical simulations. This can be achieved by enabling traditional simulation methods to run at lower resolution and then efficiently computing high-resolution data corresponding to the simulated...

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Bibliographic Details
Main Authors: John Brennan, Sreedhar Balu, Yuxiang Qin, John Regan, Chris Power
Format: Article
Language:English
Published: Maynooth Academic Publishing 2025-06-01
Series:The Open Journal of Astrophysics
Online Access:https://doi.org/10.33232/001c.141236
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