Earth Prediction Innovation Center – Artificial Intelligence in Weather Modeling Workshop
Event Date: June 27, 2025
Event Location: Virtual
Join us online for a one-day Artificial Intelligence (AI) in weather modeling workshop that will cover a wide range of use cases in the field of AI for numerical modeling. This workshop includes running applications such as Graphcast, FourCastNetv2, and PanguWeather. We will also use European Centre for Medium-Range Weather Forecasts (ECMWF’s) Anemoi Core (https://github.com/ecmwf/anemoi-core) to go over re-training, training, modeling, and graphing the model.
Intended Audience
Graduate students, academic and research faculty, industry and scientific institutions, individuals with modeling background engaged in Artificial Intelligence and Machine Learning.
Registration
Agenda/Workshop Schedule
| Time (EDT) | Content | Content | Content link | Presenter |
| 10:00AM - 12:00PM |
Running Graphcast/ FourCastNetv2/ PanguWeather and introduction to AI modeling at NOAA. |
This notebook will go over running the AI models that have the greatest traction right now in industry. | GitHub - NOAA-GSL/ai-notebooks | Keven/Mariah/Raghav |
| 12:00PM - 1:00PM |
LUNCH | LUNCH | ||
| 1:00PM - 3:00PM |
Anemoi Framework | A mono-repo containing core training and modelling functionality for Anemoi, providing the packages anemoi-training, anemoi-models, and anemoi-graphs. | GitHub - ecmwf/anemoi-core: Core packages for Anemoi. |
Mariah/Raghav |
| 3:00PM - 4:00PM |
Running AI Weather Prediction models | This notebook will guide you through the process of running AIWP models yourself using only free cloud resources provided through Google Colab | Running_AIWP.ipynb - Colab | Dr. Jacob Radford (GSL/CIRA) |
| 4:00PM - 5:00PM |
Special Guest | Special Guest | Special Guest | |
| 5:00PM - 6:00PM |
Special Guest | Special Guest | Special Guest |
Instructors:
- Keven Blackman: EPIC
- Mariah Pope: EPIC
- Raghav Vadhera: EPIC
- Jacob Radford: GSL, CIRA
