2 papers
physics.ao-ph2025
Simulation-informed deep learning for enhanced SWOT observations of fine-scale ocean dynamics
Eugenio Cutolo, Carlos Granero-Belinchon, Ptashanna Thiraux +2
Oceanic processes at fine scales are crucial yet difficult to observe accurately due to limitations in satellite and in-situ measurements. The Surface Water and Ocean Topography (S…
physics.ao-ph2022
CLOINet: Ocean state reconstructions through remote-sensing, in-situ sparse observations and Deep Learning
Eugenio Cutolo, Ananda Pascual, Simon Ruiz +2
Combining remote-sensing data with in-situ observations to achieve a comprehensive 3D reconstruction of the ocean state presents significant challenges for traditional interpolatio…