xzwbsz / DGFormer
The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.
☆11Updated last year
Alternatives and similar repositories for DGFormer
Users that are interested in DGFormer are comparing it to the libraries listed below
Sorting:
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated last year
- ☆9Updated 7 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆13Updated 6 months ago
- ☆42Updated last year
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 5 months ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 7 months ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆16Updated 10 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 4 months ago
- ☆11Updated last year
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆39Updated 3 weeks ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated 2 years ago
- ☆10Updated 10 months ago
- ☆10Updated 10 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆13Updated last week
- ☆25Updated 9 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆24Updated 8 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆38Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆66Updated 7 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆27Updated 11 months ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 4 years ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated last year
- Integrating Large Weather Models with Data Assimilation☆16Updated 11 months ago
- ☆38Updated 2 months ago
- ☆13Updated 3 years ago
- ☆31Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆22Updated 11 months ago
- ☆11Updated 2 months ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆15Updated last month
- Awesome paper about AI for atmosphere science and oceanography☆31Updated last year