Said Ouala
Said Ouala
Ph.D. Student, IMT-Atlantique
Verified email at imt-atlantique.fr
Title
Cited by
Cited by
Year
Bilinear residual neural network for the identification and forecasting of geophysical dynamics
R Fablet, S Ouala, C Herzet
2018 26th European Signal Processing Conference (EUSIPCO), 1477-1481, 2018
43*2018
Em-like learning chaotic dynamics from noisy and partial observations
D Nguyen, S Ouala, L Drumetz, R Fablet
arXiv preprint arXiv:1903.10335, 2019
132019
Neural network based Kalman filters for the Spatio-temporal interpolation of satellite-derived sea surface temperature
S Ouala, R Fablet, C Herzet, B Chapron, A Pascual, F Collard, L Gaultier
Remote Sensing 10 (12), 1864, 2018
122018
Learning latent dynamics for partially observed chaotic systems
S Ouala, D Nguyen, L Drumetz, B Chapron, A Pascual, F Collard, ...
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (10), 103121, 2020
102020
Residual integration neural network
S Ouala, A Pascual, R Fablet
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
82019
Sea surface temperature prediction and reconstruction using patch-level neural network representations
S Ouala, C Herzet, R Fablet
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
42018
Assimilation-based Learning of Chaotic Dynamical Systems from Noisy and Partial Data
D Nguyen, S Ouala, L Drumetz, R Fablet
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations
D Nguyen, S Ouala, L Drumetz, R Fablet
arXiv preprint arXiv:2009.02296, 2020
12020
Learning stochastic representations of geophysical dynamics
S Ouala, R Fablet, C Herzet, B Chapron, A Pascual, F Collard, L Gaultier
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
12019
Reconstructing Sea Surface Dynamics Using a Linear Koopman Kalman Filter
S Ouala, R Fablet, AP Pascual, B Chapron, F Collard, L Gaultier
EGU21, 2021
2021
Random n-step-ahead Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations
D Nguyen, S Ouala, L Drumetz, R Fablet
2021
Learning Chaotic and Stochastic Dynamics from Noisy and Partial Observation using Variational Deep Learning
D Nguyen, S Ouala, L Drumetz, R Fablet
CI'2020: 10th International Conference on Climate Informatics, 2020
2020
Learning Lyapunov stable Dynamical Embeddings of Geophysical Dynamics
S Ouala, L Drumetz, B Chapron, A Pascual, F Collard, L Gaultier, R Fablet
EGU General Assembly Conference Abstracts, 20845, 2020
2020
Multi-platform experiments, numerical simulations and data science techniques for generation of new altimetric products: focus on mesoscale and sub-mesoscale variability …
A Pascual, R Fablet, E Mason, S Ruiz, A Sánchez-Román, B Barceló-Llull, ...
2020
Finescale horizontal and vertical currents from in-situ observations in preparation for SWOT altimeter mission
A Pascual, B Barceló-Llull, E Mason, DR Tarry, L Gomez-Navarro, ...
2020
Sea surface dynamics reconstruction using neural networks based kalman filter
S Ouala, R Fablet, C Herzet, L Drumetz, B Chapron, A Pascual, F Collard, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
2019
Learning ocean dynamical priors from noisy data using assimilation-derived neural nets
S Ouala, D Nguyen, C Herzet, L Drumetz, B Chapron, A Pascual, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
2019
Data assimilation schemes as a framework for learning dynamical model from partial and noisy observations
S Ouala, R Fablet, D Nguyen, L Drumetz, B Chapron, A Pascual, ...
EGU 2019: General Assembly 2019 of the European Geosciences Union, 2019
2019
Learning Constrained Dynamical Embeddings for Geophysical Dynamics
S Ouala, D Nguyen, SL Brunton, L Drumetz, R Fablet
CI 2019: 9th International Workshop on Climate Informatics, 2019
2019
Réseaux de neurones artificiels pour la prédiction et la reconstruction de dynamiques océanographiques
S Ouala, C Herzet, R Fablet
CFPT 2018-Conférence Française de Photogrammétrie et de Télédétection, 1-3, 2018
2018
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Articles 1–20