Redouane Lguensat

发表

Spatio-temporal interpolation of altimeter-derived SSH fields using analog data assimilation: A case-study in the south china sea

Miao Sun, Redouane Lguensat, Ge Chen, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Explainable Artiﬁcial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics

V. Balaji, J. Deshayes, Redouane Lguensat, 2022 .

Semi‐Automatic Tuning of Coupled Climate Models With Multiple Intrinsic Timescales: Lessons Learned From the Lorenz96 Model

V. Balaji, J. Deshayes, Redouane Lguensat, 2022, Journal of Advances in Modeling Earth Systems.

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

V. Balaji, J. Deshayes, Redouane Lguensat, 2022, Journal of Advances in Modeling Earth Systems.

A Posteriori Learning for Quasi‐Geostrophic Turbulence Parametrization

Ronan Fablet, Redouane Lguensat, G. Balarac, 2022, Journal of Advances in Modeling Earth Systems.

Physical invariance in neural networks for subgrid-scale scalar flux modeling

Ronan Fablet, Redouane Lguensat, G. Balarac, 2020, Physical Review Fluids.

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

Redouane Lguensat, Ronan Fablet, Ge Chen, 2017, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Filtering Internal Tides from Wide-Swath Altimeter Data Using Convolutional Neural Networks pdf

Redouane Lguensat, Ronan Fablet, Emmanuel Cosme, 2020, IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium.

Bridging observations, theory and numerical simulation of the ocean using machine learning

Redouane Lguensat, Julien Brajard, Maike Sonnewald, 2021, Environmental Research Letters.

Data-Driven Models for the Spatio-Temporal Interpolation of Satellite-Derived SST Fields

Redouane Lguensat, Ronan Fablet, Phi Huynh Viet, 2017, IEEE Transactions on Computational Imaging.

An Efficient Algorithm for Ocean-Front Evolution Trend Recognition

K. Lam, Yuting Yang, Junyu Dong, 2022, Remote. Sens..

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

Junyu Dong, Redouane Lguensat, Meng Zhang, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Neural Fields for Fast and Scalable Interpolation of Geophysical Ocean Variables

Ronan Fablet, Redouane Lguensat, J. Sommer, 2022, ArXiv.

Data-Driven Interpolation of Sea Level Anomalies Using Analog Data Assimilation

Miao Sun, Bertrand Chapron, Redouane Lguensat, 2019, Remote. Sens..

The Analog Data Assimilation

Redouane Lguensat, Ronan Fablet, Manuel Pulido, 2017 .

Revealing the Impact of Global Heating on North Atlantic Circulation Using Transparent Machine Learning

Redouane Lguensat, M. Sonnewald, 2021, Journal of Advances in Modeling Earth Systems.

A Southern Ocean supergyre as a unifying dynamical framework identified by physics-informed machine learning

Redouane Lguensat, M. Sonnewald, K. Reeve, 2023, Communications Earth & Environment.

Universal Differential Equations for glacier ice flow modelling

Redouane Lguensat, Fernando Pérez, B. Wouters, 2023 .

Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical Models pdf

Redouane Lguensat, Ronan Fablet, Emmanuel Cosme, 2019, ArXiv.

Classification Algorithms for Semi-Blind Uplink/Downlink Decoupling in Sub-6 GHz/mmWave 5G Networks

Christos V. Verikoukis, Mérouane Debbah, Kamel Tourki, 2018, 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC).

A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration steps pdf

Redouane Lguensat, Ronan Fablet, Julien Le Sommer, 2021, ArXiv.

NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations

Redouane Lguensat, D. Watson‐Parris, Y. Rao, 2020, ArXiv.

The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations

Duncan Watson-Parris, William K. Jones, Redouane Lguensat, 2020, CI.

Using archived datasets for missing data interpolation in ocean remote sensing observation series

Bertrand Chapron, Redouane Lguensat, Ronan Fablet, 2016, OCEANS 2016 - Shanghai.

Southern Ocean Dynamics Under Climate Change: New Knowledge Through Physics-Guided Machine Learning

Redouane Lguensat, M. Sonnewald, Mariana C. A. Clare, 2023, ArXiv.