The Center for Earth System Observation and Computational analysis (CESOC)
… is a research partnership of the Universities Bonn and Cologne as well as the Forschungszentrum Jülich and closely cooperates with the European Centre for Medium-Range Weather Forecasts (ECMWF).
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Upcoming activities and events organized by CESOC:
August 25-27, 2025: Third workshop on ‘Machine Learning for the Earth System Modelling’ (formally Large-Scale Deep Learning for the Earth System) that will take place again in Bonn, Germany, and online.
The workshop will discuss the latest developments on large-scale machine learning for Earth system modelling and will cover the following topics:
- Machine learning-based numerical weather prediction
- Climate emulators and machine learning-based climate models
- Machine learning-based Earth system component models, such as ocean and land models
- Incorporation of Earth system observations in the above models
- Evaluation and explainability of the above models
- Datasets for model training, evaluation and benchmarks
Registration and abstract submission will open in April 2025. For further details and updates, please visit: https://cesoc.net/third-workshop-on-machine-learning-for-the-earth-system/
August 27-29,2025: Hackathon on Machine Learning for the Earth System. Following the workshop on ML this hackathon is designed as a hands-on event for PhD students and early-career researchers passionate about applying ML to weather and climate research!
Why join? Gain insights from inspiring expert talks, tackle hands-on coding challenges, connect with leading researchers through mentorship and networking, and compete for exciting prizes. With two tracks—Beginner & Advanced—there’s a place for every skill level!
For more information about the Hackathon, please visit: https://cesoc.net/hackathon-on-machine-learning-for-the-earth-system/ - Apply from March 17th!
