2 papers
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.CV2025
ORCAst: Operational High-Resolution Current Forecasts
Pierre Garcia, Inès Larroche, Amélie Pesnec +6
We present ORCAst, a multi-stage, multi-arm network for Operational high-Resolution Current forecAsts over one week. Producing real-time nowcasts and forecasts of ocean surface cur…