Publications

2022

1. Deep learning for statistical downscaling of sea states

   Michel, Marceau, Obakrim, Said, Raillard, Nicolas, Ailliot, Pierre, and Monbet, Valérie

   Advances in Statistical Climatology, Meteorology and Oceanography 2022
2. EM algorithm for generalized Ridge regression with spatial covariates

   Obakrim, Said, Ailliot, Pierre, Monbet, Valérie, and Raillard, Nicolas

   arXiv preprint arXiv:2208.04754 2022

2023

1. Statistical modeling of the space–time relation between wind and significant wave height

   Obakrim, Said, Ailliot, Pierre, Monbet, Valerie, and Raillard, Nicolas

   Advances in Statistical Climatology, Meteorology and Oceanography 2023
2. Learning the spatiotemporal relationship between wind and significant wave height using deep learning

   Obakrim, Said, Monbet, Valérie, Raillard, Nicolas, and Ailliot, Pierre

   Environmental Data Science 2023