Sim. Nat. 
Hugo Frezat
Dynamical Systems • Machine Learning • Numerical Methods • Climate Modeling
I am a computational scientist based in Grenoble, exploring the intersection of statistical machine learning and numerical simulation for dynamical systems derived from differential equations. My primary focus is on climate-related systems (oceans, atmosphere) and astrophysical fluid dynamics (planetary interiors, geodynamo, etc.), though I am always open to new applications. Although my work spans different areas in physics, I am still an applied mathematician/computer scientist by training from Université Grenoble-Alpes and Ensimag. I [plan to] occasionally share notes on a variety of topics I come across in my research, ranging from numerical simulations to physics phenomena or computer science stuff.
Information
⚠️ This website has been built from scratch but some sections are still missing. I am working on filling the gaps and this will lead to some updates soon. Projects
Recent notes
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A "simple" testing playground
This is a placeholder note that I am using for tests and has been particularly useful when styling the page. Obviously, it will be removed as soon as a first "real" note is ready.
Teaching
In progress...
CV
In progress...