We are pleased to announce the third Workshop on Machine Learning for the Earth System Modelling

following a series of two workshops on Large-Scale Deep Learning for the Earth System. This year the workshop will be followed by Hackathon on Machine Learning for the Earth System.

The workshop will take place on August 25 – 27, 2025 in the Universitätsclub Bonn, Germany. The registration and abstract submission for the Workshop will open in April. Check the timeline below for more details!

Stay tuned and subscribe at mlesm-workshop@listen.uni-bonn.de if you want to receive further announcements by email.

The workshop will again bring together the leading groups that develop large-scale neural networks for weather and climate.

Topics include:

• • 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 model
  • Datasets for model training, evaluation and benchmark

Read here about our workshop last year.

Scientific Organisers

• Christian Lessig (ECMWF)

• Jürgen Gall (University of Bonn)

• Imme Ebert Uphoff (Colorado State University)

• Dale Durran (University of Washington)

• Matthew Chantry (ECMWF)

Local Organising Committee

• Hana Mohammed (CESOC Coordination)

• Daniel Minge (TRA1 Modelling, University of Bonn)

We gratefully acknowledge the support by
CESOC, ECMWF, the TRA Modelling at the University of Bonn, the Forschungszentrum Jülich and the University of Cologne.

For questions please contact us via email:
mlesm-workshop@cesoc.net