Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks

29 April 2021

Papers citing "Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks"

5 / 5 papers shown

Title
DiffESM: Conditional Emulation of Temperature and Precipitation in Earth System Models with 3D Diffusion Models Seth Bassetti Brian Hutchinson Claudia Tebaldi Ben Kravitz 29 3 0 17 Sep 2024
Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models Katie Christensen Lyric Otto Seth Bassetti Claudia Tebaldi Brian Hutchinson 32 0 0 12 Apr 2024
DiffESM: Conditional Emulation of Earth System Models with Diffusion Models Seth Bassetti Brian Hutchinson Claudia Tebaldi Ben Kravitz DiffM 21 11 0 23 Apr 2023
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence Andrew McDonald Pang-Ning Tan Lifeng Luo 21 9 0 02 May 2022
Scalable Bayesian transport maps for high-dimensional non-Gaussian spatial fields Matthias Katzfuss Florian Schafer OT 27 14 0 09 Aug 2021