Workshop on Machine Learning for Earth System Modelling 2025
The third workshop on Machine Learning for Earth System Modelling will be held in Bonn, Germany, from August 25-27, 2025, with a Hackathon for PhD students and early-career researchers from August 27-29, 2025.
The third workshop on Machine Learning for Earth System Modelling will take place in Bonn, Germany, and online from August 25-27, 2025. This event will delve into the latest advancements in large-scale machine learning for Earth system modelling, covering a range of topics including:
- 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 more details and updates, visit the workshop website.
Following the workshop, a Hackathon will be held from August 27-29, 2025, designed for PhD students and early-career researchers interested in applying machine learning to weather and climate research. Applications for the Hackathon will open on March 17th. For more information, visit the Hackathon website.
Tags: Machine Learning, Earth System Modelling, Workshop, Bonn, Climate Models, Weather Prediction, Hackathon