Data assimilation schemes as a framework for learning dynamical model from partial and noisy observations

(1) IMT Atlantique, Lab STICC, Signal et communications, France (said.ouala@imt-atlantique.fr (S.O.)) (ronan.fablet@imt-atlantique.fr (R.F.)) (van.nguyen1@imt-atlantique.fr (N.D.N.)) (lucas.drumetz@imt-atlantique.fr (L.D.)), (2) Ifremer, LOPS, Brest, France (Bertrand.Chapron@ifremer.fr), (3) IMEDEA, UIB-CSIC, Esporles, Spain (ananda.pascual@imedea.uib-csic.es), (4) ODL, Brest, France (dr.fab@oceandatalab.com (F.C.)) (lucile.gaultier@oceandatalab.com (L.G.))