Computing the ensemble spread from deterministic weather predictions using conditional generative adversarial networks

18 May 2022

Papers citing "Computing the ensemble spread from deterministic weather predictions using conditional generative adversarial networks"

7 / 7 papers shown

Title
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data Yihe Zhang Bryce Turney Purushottam Sigdel Xu Yuan Eric Rappin ... Lu Peng Sercan Aygün Yazhou Tu M. H. Najafi N. Tzeng 67 1 0 11 Dec 2024
SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models Lizao Li Rob Carver I. Lopez‐Gomez Fei Sha John R. Anderson DiffM 16 19 0 24 Jun 2023
Towards replacing precipitation ensemble predictions systems using machine learning Rudiger Brecht Alexander Bihlo AI4Cl 24 0 0 20 Apr 2023
M-ENIAC: A machine learning recreation of the first successful numerical weather forecasts Rudiger Brecht Alexander Bihlo 24 4 0 18 Apr 2023
Improving trajectory calculations using deep learning inspired single image superresolution Rudiger Brecht L. Bakels Alexander Bihlo A. Stohl 10 0 0 07 Jun 2022
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015