PhD Thesis

Hybrid finite element and neural network methods for parametric PDEs

Méthodes hybrides éléments finis et réseaux de neurones pour les EDP paramétriques

PhD thesis in Mathematics, University of Strasbourg (ED MSII 269), conducted as part of the MIMESIS team-project (Inria).

Defense: December 4, 2026, Institut de Recherche Mathématique Avancée, Strasbourg (details)
Supervisors: Emmanuel Franck (director), Michel Duprez and Vanessa Lleras (co-supervisors)

Manuscript (English) Short summary (French)

The manuscript is the version sent to the reviewers (November 2026). It will be updated after their feedback.