ecmwf-lab / ai-models-panguweather
☆85Updated 7 months ago
Related projects: ⓘ
- A cascade machine learning forecasting system for 15-day global weather forecast☆86Updated 9 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆46Updated 4 months ago
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆60Updated 6 months ago
- ☆44Updated 4 months ago
- ☆19Updated 7 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆86Updated last year
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆131Updated last month
- ☆92Updated last month
- An implementation of "metnet3" in Pytorch☆34Updated last week
- ☆57Updated this week
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆139Updated 2 months ago
- Awesome paper about AI for atmosphere science and oceanography☆20Updated 11 months ago
- Deep learning for multi-year ENSO forecasts Reproduction☆48Updated last month
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆187Updated 3 weeks ago
- A list of Precipitation Nowcasting papers and related resources.☆118Updated last month
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆83Updated last month
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆236Updated this week
- ☆353Updated this week
- CNN based ENSO all season forecast model☆17Updated last month
- A MetNet implementation in Pytorch and fastai☆31Updated 3 years ago
- Neural Weather Prediction for Limited Area Modeling☆95Updated last week
- AI Challenges based on the SEVIR weather dataset☆37Updated 3 years ago
- Code for working with the SEVIR weather dataset☆26Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆31Updated 4 months ago
- ☆36Updated 2 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆66Updated 3 years ago
- tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python☆71Updated last year
- ☆39Updated 3 years ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆76Updated last week
- Deep learning approaches for statistical downscaling in climate☆63Updated 2 years ago