Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- IMT AtlantiqueFR2 papers
- École nationale d'ingénieurs de BrestFR1 paper
- Institut des Géosciences de l'EnvironnementFR1 paper
- Laboratoire d’Études en Géophysique et Océanographie SpatialesFR1 paper
- Laboratory for Ocean Physics and Satellite Remote SensingFR1 paper
- Mercator Ocean (France)FR1 paper
- OcéanopolisFR1 paper
- Oklahoma Department of LibrariesUS1 paper
- Université de Bretagne OccidentaleFR1 paper
- Université Grenoble AlpesFR1 paper
2 papers
physics.ao-ph2026
Impact of geophysical fields on Deep Learning-based Lagrangian drift simulations
Daria Botvynko, Carlos Granero-Belinchon, Simon Van Gennip +2
We assess the influence of different Eulerian geophysical input fields on Lagrangian drift simulations using DriftNet, a learning-based method designed to simulate Lagrangian drift…
physics.ao-ph2025
Neural ocean forecasting from sparse satellite-derived observations: a case-study for SSH dynamics and altimetry data
Daria Botvynko, Pierre Haslée, Lucile Gaultier +5
We present an end-to-end deep learning framework for short-term forecasting of global sea surface dynamics based on sparse satellite altimetry data. Building on two state-of-the-ar…