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 (82)

Communication dans un congrès 13/05/2024

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

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

Poster de conférence 14/04/2024

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

Filippo Gatti , Fanny Lehmann , Hugo Gabrielidis , Michaël Bertin , Didier Clouteau , Stéphane Vialle , Filippo Gatti , Stephane Vialle

Poster de conférence 14/04/2024

A deep learning-based earthquake simulator: from source and geology to surface wavefields

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

Communication dans un congrès 08/04/2024

Deep-learning-based surrogate model of laser-induced elastic wave propagation in metallic microstructures with elongated grains

Frédéric Allaire , Filippo Gatti , Roberto Miorelli , Vincent Dorval , Jérôme Laurent , Filippo Gatti

Poster de conférence 03/04/2024

Quantifying uncertainties in seismic waves propagation with a Fourier Neural Operator surrogate model

Fanny Lehmann , Filippo Gatti , M. Bertin , D Clouteau , Filippo Gatti , Didier Clouteau

Article dans une revue 01/02/2024

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

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

Article dans une revue 01/01/2024

Accuracy of Magnetic Resonance Imaging in Clinical Endodontic Applications: a systematic review

Amanda Pelegrin Candemil , Guilherme Alves dos Santos , Matheus Oliveira , Filippo Gatti , Yara T.C. Silva-Sousa , Alice Silva-Sousa , Jardel Francisco Mazzi-Chaves , Manoel Damião Sousa-Neto , Filippo Gatti

01/01/2024

Predictive Modeling of Fluid Flows Using Conditional Score-Based Diffusion Models

Wilfried Genuist , Eric Savin , Filippo Gatti , Didier Clouteau , Filippo Gatti , Didier Clouteau

Communication dans un congrès 16/12/2023

Seismic hazard analysis with a Fourier Neural Operator (FNO) surrogate model enhanced by transfer learning

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

Communication dans un congrès 07/11/2023

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 , Filippo Gatti , Fernando Lopez Caballero