Conditional diffusion models for downscaling & bias correction of Earth system model precipitation

5 April 2024

Papers citing "Conditional diffusion models for downscaling & bias correction of Earth system model precipitation"

6 / 6 papers shown

Title
ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling Xiao Wang Jong Youl Choi Takuya Kurihaya Isaac Lyngaas Hong-Jun Yoon ... Dali Wang Peter Thornton Prasanna Balaprakash M. Ashfaq Dan Lu 28 0 0 07 May 2025
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Siwei Tu Ben Fei Weidong Yang Fenghua Ling Hao Chen Zili Liu Kun Chen Hang Fan W. Ouyang Junlin Wu 74 0 0 09 Feb 2025
Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models P. Hess Markus Drüke S. Petri Felix M. Strnad Niklas Boers 38 60 0 03 Jan 2025
Deep learning for bias-correcting CMIP6-class Earth system models P. Hess S. Lange Christof Schötz Niklas Boers AI4Cl 27 12 0 16 Dec 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 195 258 0 07 Jan 2021