Multistream Graph Attention Networks for Wind Speed Forecasting

16 August 2021

Papers citing "Multistream Graph Attention Networks for Wind Speed Forecasting"

13 / 13 papers shown

Title
Integrating Weather Station Data and Radar for Precipitation Nowcasting: SmaAt-fUsion and SmaAt-Krige-GNet Aleksej Cornelissen Jie Shi S. Mehrkanoon 40 0 0 22 Feb 2025
GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting Lorand Vatamany S. Mehrkanoon AI4TS 26 4 0 15 Jan 2024
Interpolation of mountain weather forecasts by machine learning Kazuma Iwase T. Takenawa 12 0 0 27 Aug 2023
Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks Benjamin Zalatan Maryam Rahnemoonfar AI4CE 16 4 0 22 Jun 2023
SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks Mathieu Renault S. Mehrkanoon AI4TS 15 5 0 12 Mar 2023
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting Christos Kaparakis S. Mehrkanoon 11 4 0 08 Feb 2023
Recurrent Graph Convolutional Networks for Spatiotemporal Prediction of Snow Accumulation Using Airborne Radar Benjamin Zalatan Maryam Rahnemoonfar 11 4 0 02 Feb 2023
GCN-FFNN: A Two-Stream Deep Model for Learning Solution to Partial Differential Equations Onur Bilgin Thomas Vergutz S. Mehrkanoon GNN 9 3 0 28 Apr 2022
AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks Yimin Yang S. Mehrkanoon ViT AI4TS 34 41 0 10 Feb 2022
TENT: Tensorized Encoder Transformer for Temperature Forecasting Onur Bilgin Paweł Mąka Thomas Vergutz S. Mehrkanoon AI4TS 17 13 0 28 Jun 2021
Deep Graph Convolutional Networks for Wind Speed Prediction Tomasz Stanczyk S. Mehrkanoon GNN 91 28 0 25 Jan 2021
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 231 3,202 0 24 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 201 7,816 0 13 Jun 2015