Filippo Gatti

Laboratoire

Laboratoire de Mécanique Paris-Saclay

Résumé

High-fidelity physics-based source-to-structure earthquake simulation Artificial Intelligence applied to seismology Dynamic Soil-Structure Interaction coupling High Performance Computing

Publications (27)

Communication dans un congrès 12/11/2024

3D Spectral Element Modeling of Near Source Effects Including Kinematic Rupture and Finite-Fault Effects

Elif Oral , Filippo Gatti , Fernando Lopez‐caballero

Chapitre d'ouvrage 17/10/2024

Artificial neural networks

Filippo Gatti

Article dans une revue 09/10/2024

Uncertainty propagation from crustal geologies to rock-site ground motion with a Fourier Neural Operator

Fanny Lehmann , Filippo Gatti , Michaël Bertin , Damien Grenié , Didier Clouteau

Communication dans un congrès 03/07/2024

A SEM/FEM weak coupling for a more accurate definition of seismic input excitation in soil-structure interaction studies: An adaptation for a massively parallel FEM resolution

Michail Korres , Vinicius Alves Fernandes , Zentner Irmela , Nicolas Tardieu , François Voldoire , Filippo Gatti , Fernando Lopez‐caballero

Proceedings 04/06/2024

Hybrid generation based on machine learning to enhance numerical simulation for earthquake

Gottfried Jacquet , Didier Clouteau , Filippo Gatti

Poster de conférence 04/06/2024

Scientific machine learning and physics-augmented neural networks for hybrid digital twins

Antoine Benady , Fanny Lehmann , Afsal Pulikkathodi , Emmanuel Baranger , Ludovic Chamoin , Filippo Gatti , Didier Clouteau

04/06/2024

Artificial Neural Networks: layer architectures, optimizers and automatic differentiation

Filippo Gatti

Communication dans un congrès 04/06/2024

Simulation 3D basée sur la physique pour la réponse sismique « de la faille à la structure »

Michail Korres , Vinicius Alves Fernandes , Zentner Irmela , François Voldoire , Filippo Gatti , Fernando Lopez‐caballero

Communication dans un congrès 10/03/2024

On the effect of around-source crustal heterogeneities on 3-d regional seismic wave field

Martin Colvez , Fernando Lopez‐caballero , Filippo Gatti , Régis Cottereau

Article dans une revue 16/01/2024

Assessing the impact of regional geology on the ground motion model variability at the Kashiwazaki-Kariwa Nuclear Power Plant (Japan) via physics-based numerical simulation

David Castro-Cruz , Filippo Gatti , Fernando Lopez‐caballero