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 (78)

Proceedings 14/08/2025

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

Gottfried Jacquet , Didier Clouteau , Filippo Gatti

Proceedings 14/08/2025

Advantages and promises of deep neural operators for the prediction of wave propagation

Michaël Bertin , Filippo Gatti , Didier Clouteau

Poster de conférence 14/08/2025

Deep learning generative strategies to enhance 3D physics-based seismic wave propagation: from diffusive super-resolution to 3D Fourier Neural Operators.

Hugo Gabrielidis , Michaël Bertin , Filippo Gatti , Stephane Vialle

Communication dans un congrès 14/08/2025

Seamless Simulations of Earthquake Disasters and Economy at 1:1 scale Utilizing Big-data

Amit Gill , Maddegedara Lalith , Yoshiki Ogawa , Hideyuki O-Tani , Tsuyoshi Ichimura , Kohei Fujita , Muneo Hori , Filippo Gatti

Communication dans un congrès 14/08/2025

Generation automatique de maillages hexaédriques pour des applications en géophysique à l'échelle régionale

Lúcio de Abreu Corrêa , Jose Camata , Régis Cottereau , Alvaro Coutinho , Filippo Gatti

Chapitre d'ouvrage 14/08/2025

Artificial neural networks

Filippo Gatti

14/08/2025

Autoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction

Wilfried Genuist , Éric Savin , Filippo Gatti , Didier Clouteau

12/08/2025

Physics-Based Super-Resolved Simulation of 3D Elastic Wave Propagation Adopting Scalable Diffusion Transformer

Gabrielidis Hugo , Vialle Stephane , Filippo Gatti

Rapport 12/08/2025

SEM3D-High-resolution seismic wave propagation modelling from the fault to the structure for realistic earthquake scenarios. GENCI Allocation A0080410444

David Alejandro Castro Cruz , Fernando Lopez‐caballero , Filippo Gatti , Fernando Lopez Caballero

Communication dans un congrès 31/07/2025

Data-driven Fluid Flow Prediction Using Conditional Score-based Diffusion Models

Wilfried Genuist , Éric Savin , Filippo Gatti , Didier Clouteau

Communication dans un congrès 10/06/2025

Impact of 3D seismic input motion definition from physics-based simulations for soil-structure interaction studies

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

Article dans une revue 11/04/2025

3D elastic wave propagation with a Factorized Fourier Neural Operator (F-FNO)

Michaël Bertin , Filippo Gatti , Didier Clouteau

Article dans une revue 10/04/2025

Multiple-Input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics

Filippo Gatti , Didier Clouteau

Communication dans un congrès 09/04/2025

Metamodèle de la propagation d'ondes sismiques 3D par opérateur neuronal de Fourier (FNO) amélioré avec un transfert d'apprentissage.

Michaël Bertin , Filippo Gatti , Didier Clouteau

Communication dans un congrès 09/04/2025

Metamodèle de propagation d'onde sismique 3D par opérateur neuronal de Fourier (FNO) amélioré par l'apprentissage par transfert

Michaël Bertin , Filippo Gatti , Didier Clouteau

Article dans une revue 09/04/2025

Broadband ground motions from 3D physics-based numerical simulations using artificial neural networks

Roberto Paolucci , F Gatti , Maria Infantino , Chiara Smerzini , Ali Güney Özcebe , Marco Stupazzini , Filippo Gatti

09/04/2025

Artificial Neural Networks: advanced topics

Filippo Gatti

Article dans une revue 02/04/2025

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

Filippo Gatti , Didier Clouteau

Article dans une revue 31/03/2025

Synthetic ground motions in heterogeneous geologies from various sources: the HEMEW S -3D database

Michaël Bertin , Filippo Gatti , Didier Clouteau

Proceedings 21/03/2025

Pipeline for Semantic Segmentation of Large Railway Point Clouds

Hugo Gabrielidis , Filippo Gatti , Stephane Vialle

Communication dans un congrès 20/02/2025

Seismic hazard analysis of complex faults using Spectral element and empirical Green's function methods

David Castro-Cruz , F Lopez-Caballero , Fernando Lopez Caballero , Filippo Gatti

20/02/2025

Broad-band 3-D earthquake simulation at nuclear site by an all-embracing source-to-structure approach

F Gatti , Sara Touhami , Fernando Lopez-Caballero , Roberto Paolucci , D. Clouteau , Vinicius Alves Fernandes , M. Kham , F. Voldoire , Filippo Gatti , Fernando Lopez Caballero , Didier Clouteau

Article dans une revue 20/02/2025

Broad-band 3-D earthquake simulation at nuclear site by an all-embracing source-to-structure approach

F Gatti , Sara Touhami , Fernando Lopez‐caballero , D. Clouteau , V Alves Fernandes , M. Kham , F. Voldoire , Filippo Gatti , Fernando Lopez Caballero , Didier Clouteau

Communication dans un congrès 20/02/2025

Broadband Seismic Source-To-Structure Analysis Of The Kashiwazaki-Kariwa Nuclear Power Plant

David Castro-Cruz , Fernando Lopez-Caballero , D Clouteau , Filippo Gatti , Didier Clouteau

Communication dans un congrès 20/02/2025

PHYSICS-BASED SCENARIO OF THE 2007 CHUETSU-OKI EARTHQUAKE