SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models

24 June 2023

Papers citing "SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models"

8 / 8 papers shown

Title
LatticeVision: Image to Image Networks for Modeling Non-Stationary Spatial Data Antony Sikorski Michael Ivanitskiy Nathan Lenssen Douglas Nychka Daniel McKenzie DiffM 29 0 0 14 May 2025
Towards diffusion models for large-scale sea-ice modelling Tobias S. Finn Charlotte Durand A. Farchi Marc Bocquet J. Brajard 47 2 0 26 Jun 2024
Generative Diffusion-based Downscaling for Climate Robbie A. Watt Laura A. Mansfield DiffM 35 3 0 27 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 43 87 0 11 Apr 2024
DiffDA: a Diffusion Model for Weather-scale Data Assimilation Langwen Huang Lukas Gianinazzi Yuejiang Yu P. Dueben Torsten Hoefler 39 28 0 11 Jan 2024
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 46 6 0 06 Apr 2023
Global Extreme Heat Forecasting Using Neural Weather Models I. Lopez‐Gomez A. McGovern Shreya Agrawal Jason Hickey AI4Cl 35 36 0 23 May 2022
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,475 0 21 Nov 2016