Baptiste GUILBERY

Baptiste GUILBERY

I am a first-year PhD student at INRIA under the supervision of Sebastien Boyaval and Guillaume Enchery. This PhD is supported by the shared laboratory between INRIA and IFPEN and more precisely on numerical model for underground CO2 storage. I am working on model reduction for hydro-thermo-mechanical simulation in porous media. Model reduction aims to reduce computation cost of high fidelity models by leveraging past simulations to approximate new ones.

baptiste.guilbery@inria.fr

Promotion 2025-2028

Publications

Guilbery, B., Belmiloudi, A., Haddou, M. (2026). Solving Systems of Fractional Differential Equations by Using Physics Informed Deep Learning methods and Application to a Fractional Order Bergman’s Minimal Type Model of Insulin Injection. In: Le Thi, H.A., Pham Dinh, T., Le, H.M. (eds) Modelling, Computation and Optimization in Information Systems and Management Sciences. MCO 2025. Lecture Notes in Networks and Systems, vol 1689. Springer

Thèse