Convolutional autoencoders for spatially-informed ensemble post-processing

8 April 2022

Papers citing "Convolutional autoencoders for spatially-informed ensemble post-processing"

5 / 5 papers shown

Title
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts Romain Pic Clément Dombry Philippe Naveau Maxime Taillardat 42 0 0 02 Jul 2024
Proper Scoring Rules for Multivariate Probabilistic Forecasts based on Aggregation and Transformation Romain Pic Clément Dombry Philippe Naveau Maxime Taillardat AI4TS 36 0 0 30 Jun 2024
Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model Yingkai Sha Ryan Sobash David John Gagne 27 0 0 09 Oct 2023
Ensemble weather forecast post-processing with a flexible probabilistic neural network approach P. Mlakar J. Merse Jana Faganeli Pucer 25 4 0 29 Mar 2023
Generative machine learning methods for multivariate ensemble post-processing Jieyu Chen Tim Janke Florian Steinke Sebastian Lerch 30 25 0 26 Sep 2022