Said Ouala
- Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
2023/03/18 by Sibo Cheng, Cheng, Sibo, Cesar Quilodran-Casas +31 · 14 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Plant Water Relations and Carbon Dynamics
- AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
2024/06/28 by Gustau Camps‐Valls, Camps-Valls, Gustau, Miguel‐Ángel Fernández‐Torres +47 · 2 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Scientific Computing and Data Management
- Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems
2023/11/17 by Said Ouala, Ouala, Said, Bertrand Chapron +7 · 2 citations
Physics and Astronomy · Engineering · Earth and Planetary Sciences · #Model Reduction and Neural Networks #Reservoir Engineering and Simulation Methods #Meteorological Phenomena and Simulations
- Bilinear residual Neural Network for the identification and forecasting of dynamical systems
2017/12/19 by Ronan Fablet, Fablet, Ronan, Said Ouala +3 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #Data Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Signal Processing (eess.SP) #Statistics and Probability (physics.data-an) #electronic engineering #information engineering