PhD Position in Ocean Dynamics Simulation and Machine Learning
il y a 4 heures
Context and Opportunities
The Odyssey team at INRIA is offering a PhD position in numerical ocean dynamics simulation, machine learning, and data assimilation. This position is part of a larger effort to improve our understanding, reconstruction, and forecasting of ocean dynamics.
The team's expertise encompasses mathematical and numerical modeling of ocean flows, observational and physical oceanography, data assimilation, and machine learning. Our goal is to bridge model-driven and observation-driven paradigms to develop and learn novel representations of the coupled ocean-atmosphere dynamics.
Research Objectives
The PhD student will work on developing and applying ensemble methods and kernel representations for data assimilation and learning of ocean dynamics. This will involve exploring the use of high-resolution satellite data, such as SWOT, and stochastic ocean models.
Key Responsibilities
The PhD student will collaborate with the Odyssey group in Rennes and Brest, and will be supervised by Etienne Mémin and co-supervised by Bertrand Chapron and Ronan Fablet. The student will be part of a small group devoted to ensemble methods for forecast, learning, and data assimilation of ocean dynamics.
Requirements
The candidate should have a solid background in applied mathematics and/or fluid mechanics and/or geophysical dynamics. A good knowledge of Fortran, C/C++, Python, and PyTorch is also required.
Benefits
- Subsidized meals
- Partial reimbursement of public transport costs
- Possibility of teleworking (90 days per year) and flexible organization of working hours
- Partial payment of insurance costs
Salary
Monthly gross salary amounting to 2100 euros for the first and second years and 2200 euros for the third year
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Rennes, Bretagne, France INRIA Temps pleinJob DescriptionContext and OpportunitiesThe Odyssey team at INRIA is offering a PhD position in numerical ocean dynamics simulation, machine learning, and data assimilation. This position is part of a larger effort to improve our understanding, reconstruction, and forecasting of ocean dynamics.The team's expertise encompasses mathematical and numerical...
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Rennes, Bretagne, France INRIA Temps pleinJob DescriptionContext and OpportunitiesThe Odyssey team at INRIA is offering a PhD position in numerical ocean dynamics simulation, machine learning, and data assimilation. This position is part of a larger effort to improve our understanding, reconstruction, and forecasting of ocean dynamics.The team's expertise encompasses mathematical and numerical...
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