Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models

12 April 2024

Papers citing "Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models"

6 / 6 papers shown

Title
Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models P. Hess Markus Drüke S. Petri Felix M. Strnad Niklas Boers 81 63 0 03 Jan 2025
Machine learning emulation of a local-scale UK climate model Henry Addison Elizabeth Kendon Suman V. Ravuri Laurence Aitchison Peter A. G. Watson AI4Cl AI4CE 39 23 0 29 Nov 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 163 1,597 0 07 Apr 2022
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 171 7,765 0 11 May 2021
Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks Alexis Ayala Christopher Drazic Brian Hutchinson Ben Kravitz Claudia Tebaldi GAN AI4Cl AI4CE 55 6 0 29 Apr 2021
Building high accuracy emulators for scientific simulations with deep neural architecture search M. F. Kasim D. Watson‐Parris L. Deaconu Sophy Oliver P. Hatfield ... S. Khatiwala J. Korenaga J. Topp-Mugglestone E. Viezzer S. Vinko AI4CE 28 92 0 17 Jan 2020