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๐ I'm a postdoctoral researcher in Machine learning applied to data assimilation at the MEOM research group.
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๐ญ Iโm currently working on my:
- Personal Research Notebook.
- OceanBench: Sea Surface Height Edition
- Simple Ocean Models with JAX (Quasi-Geostrophic, Shallow Water, Navier-Stokes)
- Neural Fields applied to Interpolation of Earth Observation Variables
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๐ฑ Iโm currently learning JAX and (ofc) always more Python.
๐ My Active Research
- Interpolation of Earth Observation Variables
- Machine Learning for Dynamical Systems
- Applied Machine Learning (Climate, Earth science, Oceanography)
๐ My Current Interests
Note: These links are great resources, not necessarilty my personal work.
- Neural Fields
- Gaussian Processes
- Generative Models - Flows | VAEs | Diffusion Models
- State Space Models - Dynamax | Markovian GPs