JunwenBai / GNN-RNNLinks
A GNN-RNN approach for harnessing geospatial and temporal information: application to crop yield prediction
☆23Updated 4 months ago
Alternatives and similar repositories for GNN-RNN
Users that are interested in GNN-RNN are comparing it to the libraries listed below
Sorting:
- ☆45Updated 2 months ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆93Updated last year
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆203Updated 4 months ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆64Updated 5 months ago
- Official implementation of Earthformer☆416Updated 2 years ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆58Updated 2 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated 2 years ago
- A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting☆50Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆185Updated 9 months ago
- Curated papers on survey paper "deep learning and foundation models for weather prediction".☆40Updated this week
- ☆125Updated 2 years ago
- A PyTorch implementation of the Geographically Neural Network Weighted Regression (GNNWR)☆149Updated 5 months ago
- TianChi AIEarth Contest Solution☆79Updated 3 years ago
- ☆18Updated last year
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Updated 10 months ago
- ☆25Updated 2 years ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆31Updated last year
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆18Updated 3 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆25Updated 11 months ago
- PyTorch implementation of AirFormer, AAAI-23☆147Updated 2 years ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆12Updated last year
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆14Updated last week
- Spatio-Temporal Prediction Paper List☆244Updated 5 months ago
- A PyTorch implementation of the Multi-Mode CNN to reconstruct Chlorophyll-a time series in the global ocean from oceanic and atmospheric …☆10Updated 2 years ago
- Base-line model☆17Updated 3 years ago
- Datasets downloader and reader for Hydrologic Modeling☆27Updated 9 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆257Updated 8 months ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆35Updated last week
- Solar Irradiance Forecasting with Transformer model☆27Updated 2 years ago