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Domain & activity

I am a member of the MOCO and MACARON teams. My field of research is the model order reduction (MOR) of Hamiltonian systems.

Publications & preprints

  • Reduced Particle in Cell method for the Vlasov-Poisson system using auto-encoder and Hamiltonian neural networks
    R. Côte, E. Franck, L. Navoret, G. Steimer, V. Vigon
    In preparation

  • Reduced order modeling using auto-encoder and Hamiltonian neural networks
    R. Côte, E. Franck, L. Navoret, V. Vigon, G. Steimer
    Commun. in Comput. Phys., to appear, 2024. hal-04237799, arXiv:2311.06104

  • Hyperbolic reduced model for Vlasov-Poisson equation with Fokker-Planck collision
    E. Franck, I. Labanni, Y. Nasseri, L. Navoret, G. Parasiliti Rantone, G. Steimer
    ESAIM: ProcS; 2024. doi:10.1051/proc/202477213, hal-04099697

(Some) conferences, oral presentations and seminars

In progress

CEMRACS summer school 2022

I participated in CEMRACS 2022 on the theme "Transport in Physics, Biology, and Urban Traffic". I took part in a project titled "Model order reduction in velocity space and learning for the Vlasov-Maxwell equations" which resulted in a publication doi:10.1051/proc/202477213.