DeepDownscale: a Deep Learning Strategy for High-Resolution Weather
Forecast

DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast

15 August 2018

Eduardo Rodrigues

Papers citing "DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast"

14 / 14 papers shown

Title
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 21 19 0 26 Jul 2022
Benchmark Dataset for Precipitation Forecasting by Post-Processing the Numerical Weather Prediction Taehyeon Kim Namgyu Ho Donggyu Kim Se-Young Yun BDL 20 6 0 30 Jun 2022
Rotationally Equivariant Super-Resolution of Velocity Fields in Two-Dimensional Fluids Using Convolutional Neural Networks Y. Yasuda R. Onishi 25 6 0 22 Feb 2022
Solving Image PDEs with a Shallow Network Pascal Getreuer P. Milanfar Xiyang Luo 37 1 0 15 Oct 2021
Super-resolution data assimilation Sébastien Barthélémy J. Brajard Laurent Bertino F. Counillon AI4Cl 16 26 0 04 Sep 2021
Multistream Graph Attention Networks for Wind Speed Forecasting Dogan Aykas S. Mehrkanoon AI4TS 32 20 0 16 Aug 2021
A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches Chen Li Xintong Li M. Rahaman Xirong Li Hongzan Sun ... Yong Zhang Xiaoqi Li Jian Wu Yudong Yao M. Grzegorzek 41 192 0 21 Feb 2021
Data-driven geophysical forecasting: Simple, low-cost, and accurate baselines with kernel methods B. Hamzi R. Maulik H. Owhadi AI4TS 11 28 0 13 Feb 2021
Workflow Provenance in the Lifecycle of Scientific Machine Learning Renan Souza L. Azevedo Vítor Lourencco E. Soares R. Thiago ... M. Moreno P. Valduriez M. Mattoso Renato F. G. Cerqueira M. Netto AI4TS AI4CE 29 31 0 30 Sep 2020
Modeling Wildfire Perimeter Evolution using Deep Neural Networks Maxfield E. Green K. Kaiser Nat Shenton 10 5 0 08 Sep 2020
Wind speed prediction using multidimensional convolutional neural networks Kevin Trebing S. Mehrkanoon 33 39 0 04 Jul 2020
Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere Jonathan A. Weyn Dale Durran R. Caruana AI4Cl 29 257 0 15 Mar 2020
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN Alireza Koochali P. Schichtel Sheraz Ahmed Andreas Dengel AI4TS 22 72 0 29 Mar 2019
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 225 5,176 0 16 Sep 2016