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physics.ao-ph2026
Enhanced Gulf Stream Path Variability Under Intensified Stratification
Lennard Miller, Antoine Venaille, Stephane Popinet +1
Increased upper-ocean stratification is an unavoidable consequence of global warming and will strongly impact the structure of ocean currents. Using a high-resolution ocean model,…
physics.ao-ph2025★ 1 cited
Deep learning in the abyss: a stratified Physics Informed Neural Network for data assimilation
Vadim Limousin, Nelly Pustelnik, Bruno Deremble +1
The reconstruction of deep ocean currents is a major challenge in data assimilation due to the scarcity of interior data. In this work, we present a proof of concept for deep ocean…