This repository provides a number of resources for the 2022 advanced course on Deep Learning and Geophysical Dynamics. It comprises a subdirectory for each lecture:
- Lecture 1: Deep Learning and Optimization (Prof. Lucas Drumetz)
- Lecture 2: Deep Differentiable Emulators (Dr. David Greenberg)
- Lecture 3: Learning and Optimal Transport (Prof. Nicolas Courty)
- Lecture 4: Deep Learning, OI and Data Assimilation (Prof. Ronan Fablet)
Ressources for the tutorials on DL packages are also available.