Redouane Lguensat

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 25

Top Venues

Ecole nationale supérieure Mines-Télécom Atlantique, France (PHD)

Education History

Ecole nationale supérieure Mines-Télécom Atlantique, France

PHD

Publications

William Yik, Maike Sonnewald, Mariana C. A. Clare, Redouane Lguensat
Southern Ocean Dynamics Under Climate Change: New Knowledge Through Physics-Guided Machine Learning. CoRR (2023)
Mariana C. A. Clare, Maike Sonnewald, Redouane Lguensat, Julie Deshayes, Venkatramani Balaji
Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics. CoRR (2022)
Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac, Redouane Lguensat
A posteriori learning for quasi-geostrophic turbulence parametrization. CoRR (2022)
J. Emmanuel Johnson, Redouane Lguensat, Ronan Fablet, Emmanuel Cosme, Julien Le Sommer
Neural Fields for Fast and Scalable Interpolation of Geophysical Ocean Variables. CoRR (2022)
Redouane Lguensat, Julie Deshayes, Homer Durand, Venkatramani Balaji
Semi-automatic tuning of coupled climate models with multiple intrinsic timescales: lessons learned from the Lorenz96 model. CoRR (2022)
Yuting Yang, Kin-Man Lam, Xin Sun, Junyu Dong, Redouane Lguensat
An Efficient Algorithm for Ocean-Front Evolution Trend Recognition. Remote. Sens. 14 (2) (2022)
Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac, Redouane Lguensat
A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration steps. CoRR (2021)
Xin Sun, Meng Zhang, Junyu Dong, Redouane Lguensat, Yuting Yang, Xirong Lu
A Deep Framework for Eddy Detection and Tracking From Satellite Sea Surface Height Data. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Redouane Lguensat, Ronan Fablet, Julien Le Sommer, Sammy Metref, Emmanuel Cosme, Kaouther Ouenniche, Lucas Drumetz, Jonathan Gula
Filtering Internal Tides from Wide-Swath Altimeter Data Using Convolutional Neural Networks. IGARSS (2020)
William K. Jones, Redouane Lguensat, Anastase Alexandre Charantonis, Duncan Watson-Parris
The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations. CI (2020)
Redouane Lguensat, Ronan Fablet, Julien Le Sommer, Sammy Metref, Emmanuel Cosme, Kaouther Ouenniche, Lucas Drumetz, Jonathan Gula
Filtering Internal Tides From Wide-Swath Altimeter Data Using Convolutional Neural Networks. CoRR (2020)
Hugo Frezat, Guillaume Balarac, Julien Le Sommer, Ronan Fablet, Redouane Lguensat
Physical invariance in neural networks for subgrid-scale scalar flux modeling. CoRR (2020)
Paula Harder, William K. Jones, Redouane Lguensat, Shahine Bouabid, James Fulton, Dánell Quesada-Chacón, Aris Marcolongo, Sofija Stefanovic, Yuhan Rao, Peter Manshausen, Duncan Watson-Parris
NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations. CoRR (2020)
Redouane Lguensat, Julien Le Sommer, Sammy Metref, Emmanuel Cosme, Ronan Fablet
Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical Models. CoRR (2019)
Redouane Lguensat, Phi Huynh Viet, Miao Sun, Ge Chen, Fenglin Tian, Bertrand Chapron, Ronan Fablet
Data-Driven Interpolation of Sea Level Anomalies Using Analog Data Assimilation. Remote. Sens. 11 (7) (2019)
Hatim Chergui, Kamel Tourki, Redouane Lguensat, Mustapha Benjillali, Christos V. Verikoukis, Mérouane Debbah
Classification Algorithms for Semi-Blind Uplink/Downlink Decoupling in Sub-6 GHz/mmWave 5G Networks. IWCMC (2019)
Ronan Fablet, Phi Huynh Viet, Redouane Lguensat, Pierre-Henri Horrein, Bertrand Chapron
Spatio-Temporal Interpolation of Cloudy SST Fields Using Conditional Analog Data Assimilation. Remote. Sens. 10 (2) (2018)
Redouane Lguensat, Miao Sun, Ronan Fablet, Pierre Tandeo, Evan Mason, Ge Chen
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies. IGARSS (2018)
Hatim Chergui, Kamel Tourki, Redouane Lguensat, Mustapha Benjillali, Christos V. Verikoukis, Mérouane Debbah
Classification Algorithms for Semi-Blind Uplink/Downlink Decoupling in sub-6 GHz/mmWave 5G Networks. CoRR (2018)
Redouane Lguensat, Miao Sun, Ge Chen, Fenglin Tian, Ronan Fablet
Spatio-temporal interpolation of altimeter-derived SSH fields using analog data assimilation: A case-study in the south china sea. IGARSS (2017)
Ronan Fablet, Phi Huynh Viet, Redouane Lguensat, Bertrand Chapron
Data-driven assimilation of irregularly-sampled image time series. ICIP (2017)
Redouane Lguensat, Miao Sun, Ronan Fablet, Evan Mason, Pierre Tandeo, Ge Chen
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies. CoRR (2017)
Ronan Fablet, Phi Huynh Viet, Redouane Lguensat
Data-Driven Models for the Spatio-Temporal Interpolation of Satellite-Derived SST Fields. IEEE Trans. Computational Imaging 3 (4) (2017)
Yuting Yang, Junyu Dong, Xin Sun, Redouane Lguensat, Muwei Jian, Xinhua Wang
Ocean Front Detection From Instant Remote Sensing SST Images. IEEE Geosci. Remote. Sens. Lett. 13 (12) (2016)
Redouane Lguensat, Ronan Fablet, Pierre Ailliot, Pierre Tandeo
An exemplar-based hidden Markov model framework for nonlinear state-space models. EUSIPCO (2016)
Redouane Lguensat, Pierre Tandeo, Ronan Fablet, Pierre Ailliot
Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures. ICIP (2015)
Stoyan Dimitrov, Redouane Lguensat
Reinforcement Learning Based Algorithm for the Maximization of EV Charging Station Revenue. CoRR (2014)

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Publication Activity (10 Years)

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Redouane Lguensat