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 (25)

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

04/06/2024

Artificial Neural Networks: advanced topics

Filippo Gatti

Proceedings 04/06/2024

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

Gottfried Jacquet , Didier Clouteau , Filippo Gatti

Article dans une revue 17/04/2024

Towards blending Physics-Based numerical simulations and seismic databases using Generative Adversarial Network

Filippo Gatti , Didier Clouteau

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

Communication dans un congrès 31/10/2023

Broad-band 3-D physics-based simulation of earthquake-induced wave-field at the Kashiwazaki-Kariwa Nuclear Power Plant (Japan): an all-embracing source-to-site approach

Filippo Gatti , Fernando Lopez‐caballero , D. Clouteau , Roberto Paolucci , Lúcio de Abreu Corrêa

Article dans une revue 31/10/2023

Near-source effects and non-linear Site Response at Kashiwazaki-Kariwa Nuclear Power Plant, in the 2007 Chuetsu-Oki Earthquake: evidence from surface and downhole records and 1D numerical simulations

Filippo Gatti , Fernando Lopez-Caballero , Roberto Paolucci , Didier Clouteau