Endroit CentraleSupélec - Bâtiment Eiffel - Bureau MI.201
Equipe OMEIR, Centre de simulation
Filippo GATTI
Maître de conférences
Responsable de l'opération de recherche OR3 Jumeaux hybrides : simulation, apprentissage
Statut : Enseignant·e-chercheur·se
Research interests
- Computational Earthquake Engineering
- Generative strategies to empower physics-based wave propagation with deep learning. Applications to earthquake engineering. (Presented at POEMS laboratory on April 4, 2025).
- Factorized Fourier neural operator (F-FNO) metamodel of 3D seismic elastic wave propagation, improved by transfer learning (Presented at ECCOMAS 2024 - MS070B Deep learning and reduced order modeling for diferential equations II, 13-18 May 2024)
- Applied AI to wave propagation
- Keynote lecture: Generative strategies to empower physics-based
wave propagation with deep learning. 102nd Journées Luxembourgeoises de Géodynamique (JLG) & EFEHR Scientific Session 2024. Luxembourg, 27-29/11/2024 - Bridging Machine learning and Physics-Based numerical methods: experiments in engineering seismology and NDT (presented at Journée des Afliés du LMPS - 18 Novembre 2022, ENS Paris-Saclay).
- ANR COLUMBO meeting 2023 - WP Machine learning for NDT.
- Keynote lecture: Generative strategies to empower physics-based
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