Unpaired Downscaling of Fluid Flows with Diffusion Bridges

Tobias Bischoff, Katherine Deck

We present a method to downscale idealized geophysical fluid simulations using generative models based on diffusion maps. By analyzing the Fourier spectra of images drawn from diff…