Hugo Frezat
Chercheur Postdoctoral at IGE
Grenoble, Auvergne-Rhône-Alpes, France
Summary
👤
Senior🎓
Top SchoolHugo Frezat is a postdoctoral researcher with 11 years of experience applying machine learning and applied mathematics to dynamical systems, climate modeling and astrophysics. Trained with a PhD in fluid dynamics from Université Grenoble Alpes and a background in computer science and software engineering, he bridges rigorous theory and practical implementation—from C++ simulation tools to ML-driven models. He has moved through research roles at Inria, Institut de Physique du Globe de Paris and IGE, combining internships in light transport and semantic modeling with doctoral work on geophysical flows. Known for blending numerical analysis with data-driven methods, he brings a rare mix of hands-on coding, academic publication experience and interdisciplinary collaboration across physics and computational science.
11 years of coding experience
Doctor of Philosophy, Fluid dynamics, Doctor of Philosophy, Fluid dynamics at Université Grenoble AlpesLicence, Computer Science, Licence, Computer Science at Université Claude Bernard Lyon 1Baccalauréat, STI - Electrotechnique, Baccalauréat, STI - Electrotechnique at Lycée La Martinière MonplaisirResponsable ingénierie logicielle, Informatique, Responsable ingénierie logicielle, Informatique at CESI
French, English
Github Skills (36)
rust10
automatic-differentiation9
compiler9
rust-language8
python8
jit8
solver8
composable8
crate8
gpu8
machine-learning8
cas8
maths8
spectral8
standard-library8
Programming languages (4)
Github contributions (5)
hrkz/torchqg
Feb 2021 - Jan 2022
Quasi-geostrophic spectral solver in PyTorch
Contributions:1 release, 2 reviews, 9 commits in 11 months
pytorchquasispectralsolver
hrkz/cycle
Jul 2020 - Mar 2022
Modern and safe symbolic mathematics
Contributions:59 commits, 1 PR, 83 pushes in 1 year 7 months
mathmathssymbolscomputer-algebra-systemeuler
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