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AI-assisted super-resolution cosmological simulations V: Cosmology-aware super-resolution

Zhang, Xiaowen et al.
arXiv (All) · Papers
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cosmology-and-nongalactic-astrophysics
We present a cosmology-aware generative model for super-resolution (SR) of cosmological $N$-body simulations in particle phase space. The model jointly generates displacements and velocities, conditioning a generative adversarial network (GAN) based generator and discriminator on evolved low-resolut
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