Perrine Bauchot

Impact of Sampling Strategies on the Monitoring of Climate Regime Shifts with a Learning Data Assimilation Method

In oceanography, the acquisition and processing of observations are crucial to improve the understanding of complex oceanic processes. Considering an idealized model of the North Atlantic ocean circulation, we propose to implement a variational data assimilation method optimized by deep learning to…