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cs.LG2026
Drift Field Net: Learning Ocean Lagrangian advection fields from in-situ and satellite observations
Théo Archambault, Pierre Garcia, Mattia Romero +2
The North Pacific Subtropical Gyre (NPSG) is a major accumulation zone for floating plastic debris, resulting from basin-scale convergent ocean circulation. Effective cleanup strat…
cs.LG2023
Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations
Theo Archambault, Arthur Filoche, Anastase Charantonis +2
Satellite-based remote sensing missions have revolutionized our understanding of the Ocean state and dynamics. Among them, space-borne altimetry provides valuable Sea Surface Heigh…