awesome-weatherai
github.com/heqinwill/awesome-weatherai ↗A curated list of awesome resources related to using AI for weather forecasting and climate modeling.
19
GitHub Stars
37
Curated Resources
4
Categories
1 hour ago
Last Refreshed
PapersDatasetsModelsBlog Posts & News
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me ✨other kits resources from awesome-weatherai"
Installation instructions →What's inside
Papers
- Accurate medium-range global weather forecasting with 3D neural networks
Kaifeng Bi et al., 2023 👉
- Can Machines Learn to Predict Weather? Using Deep Learning to Predict Gridded 500-hPa Geopotential Height From Historical Weather Data
Jonathan A. Weyn et al., 2019
- ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling
Tung Nguyen et al., 2023
- ClimaX: A foundation model for weather and climate
Tung Nguyen et al., 2023 👉
- Conditional Local Convolution for Spatio-temporal Meteorological Forecasting
Haitao Lin et al., 2021
- Deep learning for twelve hour precipitation forecasts
Lasse Espeholt et al., 2022
Models
- ai-models - ECMWF✨Other kits
ECMWF
- ClimaX - Microsoft✨Official implements
Microsoft
- CorrDiff - NVIDIA✨Official implements
NVIDIA
- Earth2Studio - Nvidia✨Other kits
Nvidia
- FengWu - shlab✨Official implements
shlab
- FourCastNet - NVIDIA✨Official implements
NVIDIA
Blog Posts & News
Datasets
- ClimateBench✨Benchmarks
- hourly data on pressure levels from 1940✨Raw archives
- hourly data on single levels from 1940✨Raw archives
- WeatherBench✨Benchmarks
- WeatherBench 2✨Benchmarks
Showing a sample of 37 resources. View the full list on GitHub →