2 papers
physics.ao-ph2026
The Physical Limit of Neural Hypoxia Detection in the Black Sea from Satellite Observations
Victor Mangeleer, Luc Vandenbulcke, Marilaure Grégoire +1
Coastal hypoxia (O_2 < 63 [mmol / m^3]) threatens ocean health worldwide. On continental shelves, summer stratification prevents bottom oxygen consumed by respiration from being re…
cs.LG2025
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation
Gérôme Andry, Sacha Lewin, François Rozet +6
Deep learning has advanced weather forecasting, but accurate predictions first require identifying the current state of the atmosphere from observational data. In this work, we int…