Generative Diffusion-based Downscaling for Climate

27 April 2024

Papers citing "Generative Diffusion-based Downscaling for Climate"

5 / 5 papers shown

Title
Weakly-Constrained 4D Var for Downscaling with Uncertainty using Data-Driven Surrogate Models Philip Dinenis Vishwas Rao Mihai Anitescu 65 0 0 04 Mar 2025
ACE: A fast, skillful learned global atmospheric model for climate prediction Oliver Watt‐Meyer Gideon Dresdner Jeremy McGibbon Spencer K. Clark Brian Henn ... K. Kashinath Michael S. Pritchard Boris Bonev Matthew E. Peters Christopher S. Bretherton AI4Cl 45 40 0 03 Oct 2023
Unpaired Downscaling of Fluid Flows with Diffusion Bridges Tobias Bischoff Katherine Deck 21 14 0 02 May 2023
Deep generative model super-resolves spatially correlated multiregional climate data Norihiro Oyama N. Ishizaki Satoshi Koide Hiroaki Yoshida AI4Cl 23 22 0 26 Sep 2022
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 232 75,445 0 18 May 2015