The 20th STUOD Sandbox meeting to be held remotely on Friday, 24th February 2023. The Sandboxes are special events, set in specially equipped audio-visual rooms, among Ifremer, Imperial, and Inria with all available tools to manipulate and test ideas.

The 20th meeting of the Sandbox Series will be devoted to Machine Learning.

Draft programme:
Chair: Darryl Holm
16.00-16.40 Huoman Owhadi (Caltech)
16.40-17.00 Discussion

17.00-17.10 Break

Session II

Chair: Bertrand Chapron
17.10-17.30 So Takao (UCL) on Viewing data assimilation through the lens of message passing
17.30-17.50 Ronan Fablet (IMT Atlantique) on Why and how to learn end-to-end subgrid closures for atmosphere and ocean models?
17.50-18.10 Said Ouala (IMT Atlantique) on Data-driven and learning-based approaches for the modeling of sea surface dynamics
18.10-18.30 Alex Lobbe (ICL) on Deep Learning Algorithm for the Nonlinear Stochastic Filtering Problem