Redouane Lguensat

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

Redouane Lguensat, Miao Sun, Ronan Fablet et al. · 2018 · 176 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

The Analog Data Assimilation

Redouane Lguensat, Pierre Tandeo, Pierre Ailliot et al. · Monthly Weather Review · 2017 · 170 citations

Engineering, Weather Forecasting, Earth Science +19

A Deep Framework for Eddy Detection and Tracking From Satellite Sea Surface Height Data

Xin Sun, Meng Zhang, Junyu Dong et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 55 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +23

A Posteriori Learning for Quasi‐Geostrophic Turbulence Parametrization

Hugo Frezat, Julien Le Sommer, Ronan Fablet et al. · Journal of Advances in Modeling Earth Systems · 2022 · 51 citations · Full text

Numerical Analysis, Engineering, Machine Learning +17

Explainable Artificial Intelligence for Bayesian Neural Networks: Toward Trustworthy Predictions of Ocean Dynamics

Mariana Clare, Maike Sonnewald, Redouane Lguensat et al. · Journal of Advances in Modeling Earth Systems · 2022 · 45 citations · Full text

Artificial Intelligence, Ocean Dynamics, Machine Learning +21