متابعة
Redouane Lguensat
Redouane Lguensat
IPSL - IRD - Sorbonne Université
بريد إلكتروني تم التحقق منه على ipsl.fr - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
EddyNet: A deep neural network for pixel-wise classification of oceanic eddies‏
R Lguensat, M Sun, R Fablet, P Tandeo, E Mason, G Chen‏
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018‏
1872018
The Analog Data Assimilation‏
R Lguensat, P Tandeo, P Ailliot, M Pulido, R Fablet‏
Monthly Weather Review, 2017‏
1762017
Bridging observations, theory and numerical simulation of the ocean using machine learning‏
M Sonnewald, R Lguensat, DC Jones, PD Dueben, J Brajard, V Balaji‏
Environmental Research Letters 16 (7), 073008, 2021‏
1312021
Physical invariance in neural networks for subgrid-scale scalar flux modeling‏
H Frezat, G Balarac, J Le Sommer, R Fablet, R Lguensat‏
Physical Review Fluids 6 (2), 024607, 2021‏
602021
A posteriori learning for quasi‐geostrophic turbulence parametrization‏
H Frezat, J Le Sommer, R Fablet, G Balarac, R Lguensat‏
Journal of Advances in Modeling Earth Systems 14 (11), e2022MS003124, 2022‏
562022
Data-driven Models for the Spatio-Temporal Interpolation of satellite-derived SST Fields‏
R Fablet, PH Viet, R Lguensat‏
IEEE Transactions on Computational Imaging 3 (4), 647-657, 2017‏
552017
A deep framework for eddy detection and tracking from satellite sea surface height data‏
X Sun, M Zhang, J Dong, R Lguensat, Y Yang, X Lu‏
IEEE Transactions on Geoscience and Remote Sensing 59 (9), 7224-7234, 2020‏
542020
Explainable artificial intelligence for Bayesian neural networks: Toward trustworthy predictions of ocean dynamics‏
MCA Clare, M Sonnewald, R Lguensat, J Deshayes, V Balaji‏
Journal of Advances in Modeling Earth Systems 14 (11), e2022MS003162, 2022‏
452022
Revealing the impact of global heating on North Atlantic circulation using transparent machine learning‏
M Sonnewald, R Lguensat‏
Journal of Advances in Modeling Earth Systems 13 (8), e2021MS002496, 2021‏
422021
Data-driven interpolation of sea level anomalies using analog data assimilation‏
R Lguensat, PH Viet, M Sun, G Chen, T Fenglin, B Chapron, R Fablet‏
Remote Sensing 11 (7), 858, 2019‏
412019
Reinforcement learning based algorithm for the maximization of EV charging station revenue‏
S Dimitrov, R Lguensat‏
2014 International Conference on Mathematics and Computers in Sciences and …, 2014‏
352014
Ocean front detection from instant remote sensing SST images‏
Y Yang, J Dong, X Sun, R Lguensat, M Jian, X Wang‏
IEEE Geoscience and Remote Sensing Letters 13 (12), 1960-1964, 2016‏
242016
Universal differential equations for glacier ice flow modelling‏
J Bolibar, F Sapienza, F Maussion, R Lguensat, B Wouters, F Pérez‏
Geoscientific Model Development Discussions 2023, 1-26, 2023‏
202023
Spatio-temporal interpolation of cloudy SST fields using conditional analog data assimilation‏
R Fablet, P Huynh Viet, R Lguensat, PH Horrein, B Chapron‏
Remote Sensing 10 (2), 310, 2018‏
172018
A Southern Ocean supergyre as a unifying dynamical framework identified by physics-informed machine learning‏
M Sonnewald, KA Reeve, R Lguensat‏
Communications Earth & Environment 4 (1), 153, 2023‏
122023
Learning generalized quasi-geostrophic models using deep neural numerical models‏
R Lguensat, JL Sommer, S Metref, E Cosme, R Fablet‏
arXiv preprint arXiv:1911.08856, 2019‏
122019
Classification algorithms for semi-blind uplink/downlink decoupling in sub-6 GHz/mmWave 5G networks‏
H Chergui, K Tourki, R Lguensat, M Benjillali, C Verikoukis, M Debbah‏
2019 15th International Wireless Communications & Mobile Computing …, 2019‏
122019
Spatio-temporal interpolation of sea surface temperature using high resolution remote sensing data‏
R Lguensat, P Tandeo, R Fablet, R Garello‏
2014 Oceans-St. John's, 1-4, 2014‏
122014
An efficient algorithm for ocean-front evolution trend recognition‏
Y Yang, KM Lam, X Sun, J Dong, R Lguensat‏
Remote Sensing 14 (2), 259, 2022‏
102022
The analog data assimilation: application to 20 years of altimetric data‏
P Tandeo, P Ailliot, B Chapron, R Lguensat, R Fablet‏
CI 2015: 5th International Workshop on Climate Informatics, 1-2, 2015‏
102015
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مقالات 1–20