Research Themes

• Generative models and data assimilation: inverse problems, Bayesian and variational models, data assimilation….
• Hybrid models: Coupled data-driven / numerical models, physics-informed machine learning, multi-fidelity modeling….
• Optimization methods for optimal control problems: gradient-based and adjoint methods, inexact gradient descent, differentiable programming….
• Remote sensing and earth system observing systems: ocean remote sensing, maritime tradic surveillance, space oceanography…

Projects