Interests

Work-in-progress

Publications

Check out my Google Scholar page for a list of submitted (preprints) and published papers along with metadata and my GitHub repositories for associated reproducible code and data.

In preparation / submitted

• C. Durand, D. Botvynko, H. Frezat, D. Grande, A. Storto, D.S. Greenberg, R. Fablet, S. Ouala and J. Le Sommer. Learning-Based Methods and the Future of Numerical Ocean and Sea Ice Modeling. Submitted to the Annual Review of Marine Science.
• S. Ouala, E. Meunier, H. Frezat, R. Fablet and J. Le Sommer. Leveraging differentiable programming for ocean model design and calibration. In preparation for the Journal of Advances in Modeling Earth Systems.