Rupert A. C. Croft

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

2024 · arXiv (Cornell University)

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. …