Introduction to Deep Learning for Climate Scientists

Session

Day 3

12 Mar 2026, 09:00

Room 034 (DKRZ Main Building)

19. Beyond CNNs: Advanced Deep Learning Methods for Climate Data

Alexander Fischer (DKRZ – DA Group), Johannes Meuer (DKRZ), Maximilian Witte

12/03/2026, 09:00

• Learn about advanced spatial ML methods (Transformers, Graph Neural Networks) on the sphere

18. Advanced Deep Learning Use Case: AI Weather Prediction

Caroline Arnold (HEREON), Paul Keil (HEREON)

12/03/2026, 11:00

• Learn about AI weather models that can take it up with numerical weather prediction

11. Closing remarks

Paul Keil (HEREON)

12/03/2026, 12:00