PhD Researcher in Ocean Dynamics and Data Assimilation

il y a 3 semaines


Rennes, Bretagne, France INRIA Temps plein

About INRIA and the Odyssey Team

INRIA, a leading French research institute in computer science, houses the Odyssey team, dedicated to advancing our understanding of ocean dynamics. Collaborating with Ifremer (Brest) and IMT Atlantique (Brest), Odyssey brings together expertise in mathematical modeling, physical oceanography, data assimilation, and machine learning.

The Opportunity: Bridging Models and Observations

Accurate climate predictions rely on reliable forecasts of future ocean states. While high-resolution ocean simulations are ideal, their computational demands make them impractical. To address this challenge, the Odyssey team is pioneering a novel approach: incorporating noise into ocean dynamics models to account for uncertainties and errors.

Your Role: Advancing Stochastic Ocean Modeling

This PhD position focuses on exploring data-driven approaches to ocean dynamics specification and learning from high-resolution data. You will contribute to developing hierarchical data assimilation ensemble strategies, integrating stochastic ocean models with high-resolution satellite data like SWOT.

Key Responsibilities:

  • Collaborate with the Odyssey team in Rennes and Brest, under the supervision of Etienne Mémin, Bertrand Chapron, and Ronan Fablet.
  • Contribute to ensemble methods for forecasting, learning, and data assimilation of ocean dynamics.
  • Explore kernel representation and data assimilation techniques within stochastic ocean models.

Qualifications:

We seek a candidate with a strong background in applied mathematics, fluid mechanics, or geophysical dynamics. Proficiency in Fortran, C/C++, Python, and PyTorch is essential.



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