Redouane Lguensat

30 papers B 3C 3Journal 21Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Learning to generate physical ocean states: Towards hybrid climate modeling. CoRR Etienne Meunier, David Kamm, Guillaume Gachon, Redouane Lguensat, Julie Deshayes
2025	J	`jnl`	Multiscale Neural PDE Surrogates for Prediction and Downscaling: Application to Ocean Currents. CoRR Abdessamad El-Kabid, Loubna Benabbou, Redouane Lguensat, Alex Hernández-García
2023	J	`jnl`	Southern Ocean Dynamics Under Climate Change: New Knowledge Through Physics-Guided Machine Learning. CoRR William Yik, Maike Sonnewald, Mariana C. A. Clare, Redouane Lguensat
2022	J	`jnl`	A posteriori learning for quasi-geostrophic turbulence parametrization. CoRR Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac, Redouane Lguensat
2022	J	`jnl`	An Efficient Algorithm for Ocean-Front Evolution Trend Recognition. Remote. Sens. Yuting Yang, Kin-Man Lam, Xin Sun, Junyu Dong, Redouane Lguensat
2022	J	`jnl`	Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics. CoRR Mariana C. A. Clare, Maike Sonnewald, Redouane Lguensat, Julie Deshayes, Venkatramani Balaji
2022	J	`jnl`	Neural Fields for Fast and Scalable Interpolation of Geophysical Ocean Variables. CoRR J. Emmanuel Johnson, Redouane Lguensat, Ronan Fablet, Emmanuel Cosme, Julien Le Sommer
2022	J	`jnl`	Semi-automatic tuning of coupled climate models with multiple intrinsic timescales: lessons learned from the Lorenz96 model. CoRR Redouane Lguensat, Julie Deshayes, Homer Durand, Venkatramani Balaji
2021	J	`jnl`	A Deep Framework for Eddy Detection and Tracking From Satellite Sea Surface Height Data. IEEE Trans. Geosci. Remote. Sens. Xin Sun, Meng Zhang, Junyu Dong, Redouane Lguensat, Yuting Yang, Xirong Lu
2021	J	`jnl`	A posteriori learning of quasi-geostrophic turbulence parametrization: an experiment on integration steps. CoRR Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac, Redouane Lguensat
2020	J	`jnl`	Filtering Internal Tides From Wide-Swath Altimeter Data Using Convolutional Neural Networks. CoRR Redouane Lguensat, Ronan Fablet, Julien Le Sommer, Sammy Metref, Emmanuel Cosme, Kaouther Ouenniche, Lucas Drumetz, Jonathan Gula
2020	C	`conf`	Filtering Internal Tides from Wide-Swath Altimeter Data Using Convolutional Neural Networks. IGARSS Redouane Lguensat, Ronan Fablet, Julien Le Sommer, Sammy Metref, Emmanuel Cosme, Kaouther Ouenniche, Lucas Drumetz, Jonathan Gula
2020	J	`jnl`	NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations. CoRR 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
2020	J	`jnl`	Physical invariance in neural networks for subgrid-scale scalar flux modeling. CoRR Hugo Frezat, Guillaume Balarac, Julien Le Sommer, Ronan Fablet, Redouane Lguensat
2020	—	`conf`	The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations. CI William K. Jones, Redouane Lguensat, Anastase Alexandre Charantonis, Duncan Watson-Parris
2019	B	`conf`	Classification Algorithms for Semi-Blind Uplink/Downlink Decoupling in Sub-6 GHz/mmWave 5G Networks. IWCMC Hatim Chergui, Kamel Tourki, Redouane Lguensat, Mustapha Benjillali, Christos V. Verikoukis, Mérouane Debbah
2019	J	`jnl`	Data-Driven Interpolation of Sea Level Anomalies Using Analog Data Assimilation. Remote. Sens. Redouane Lguensat, Phi Huynh Viet, Miao Sun, Ge Chen, Fenglin Tian, Bertrand Chapron, Ronan Fablet
2019	J	`jnl`	Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical Models. CoRR Redouane Lguensat, Julien Le Sommer, Sammy Metref, Emmanuel Cosme, Ronan Fablet
2018	J	`jnl`	Classification Algorithms for Semi-Blind Uplink/Downlink Decoupling in sub-6 GHz/mmWave 5G Networks. CoRR Hatim Chergui, Kamel Tourki, Redouane Lguensat, Mustapha Benjillali, Christos V. Verikoukis, Mérouane Debbah
2018	C	`conf`	EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies. IGARSS Redouane Lguensat, Miao Sun, Ronan Fablet, Pierre Tandeo, Evan Mason, Ge Chen
2018	J	`jnl`	Spatio-Temporal Interpolation of Cloudy SST Fields Using Conditional Analog Data Assimilation. Remote. Sens. Ronan Fablet, Phi Huynh Viet, Redouane Lguensat, Pierre-Henri Horrein, Bertrand Chapron
2017	J	`jnl`	Data-Driven Models for the Spatio-Temporal Interpolation of Satellite-Derived SST Fields. IEEE Trans. Computational Imaging Ronan Fablet, Phi Huynh Viet, Redouane Lguensat
2017	B	`conf`	Data-driven assimilation of irregularly-sampled image time series. ICIP Ronan Fablet, Phi Huynh Viet, Redouane Lguensat, Bertrand Chapron
2017	J	`jnl`	EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies. CoRR Redouane Lguensat, Miao Sun, Ronan Fablet, Evan Mason, Pierre Tandeo, Ge Chen
2017	—	`—`	Learning from ocean remote sensing data. (Apprentissage depuis les données de télédétection de l'océan). Redouane Lguensat
2017	C	`conf`	Spatio-temporal interpolation of altimeter-derived SSH fields using analog data assimilation: A case-study in the south china sea. IGARSS Redouane Lguensat, Miao Sun, Ge Chen, Fenglin Tian, Ronan Fablet
2016	—	`conf`	An exemplar-based hidden Markov model framework for nonlinear state-space models. EUSIPCO Redouane Lguensat, Ronan Fablet, Pierre Ailliot, Pierre Tandeo
2016	J	`jnl`	Ocean Front Detection From Instant Remote Sensing SST Images. IEEE Geosci. Remote. Sens. Lett. Yuting Yang, Junyu Dong, Xin Sun, Redouane Lguensat, Muwei Jian, Xinhua Wang
2015	B	`conf`	Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures. ICIP Redouane Lguensat, Pierre Tandeo, Ronan Fablet, Pierre Ailliot
2014	J	`jnl`	Reinforcement Learning Based Algorithm for the Maximization of EV Charging Station Revenue. CoRR Stoyan Dimitrov, Redouane Lguensat