David Métivier HOMEPAGE

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David Métivier
MISTEA, INRAE - Centre Occitanie-Montpellier
2 Pl. Pierre Viala, 34000 Montpellier, France

Who I am?

I am permanent researcher at INRAE Montpellier since 2022. I work in Applied Mathematics and Physics. My latest research interests focus on statistical models e.g. Hidden Markov Models, Deep Learning to tackle environmental, and climate (change) problems. I also work on practical Robust statistics. Previously, I did a PhD and half a postdoc in theoretical physics on mean field dynamics of particles systems, looking at as bifurcations, synchronization, instabilities, partial differential equations, etc. I am a Julia enthusiast, and I am working on a few packages (see my GitHub profile.).

Research

My research interest, Past, Present and Future

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My lab

L'UMR MISTEA (Mathématiques, Informatique et STatistique pour l'Environnement et l'Agronomie) est une unité mixte de recherche INRAE (département MathNum) - Institut Agro de Montpellier (département SABP).

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Internships

Internship (M2 or equivalent) for 2027 with possibility to continue with Ph.D.

Transfer learning for Physics Informed Deep Learning to forecast water quality in lakes
See details in the full offer, here

📅 Starting ~February/March 2027 (6 months)
💡 Can we transfer knowledge from one lake to another to forecast water quality with limited data using hybrid models?
Skills: Mathematical modeling, statistics, differential equations, scientific programming, interest in climate/environmental issues.