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)

Article dans une revue 17/10/2025

Numerical earthquake-induced landslide hazard assessment at regional scale in the Colombian Andes

Exneyder Montoya-Araque , Silvana Montoya-Noguera , Fernando Lopez‐caballero , Fernando Lopez Caballero , Filippo Gatti

Communication dans un congrès 17/10/2025

Evaluación numérica de la amenaza sísmica de deslizamientos en los Andes Colombianos a escala regional

Exneyder Montoya-Araque , Silvana Montoya-Noguera , Fernando Lopez‐caballero , Fernando Lopez Caballero , Filippo Gatti

Communication dans un congrès 16/10/2025

Generation of samples of granular material using diffusion models

Muhammad Moeeze Hassan , Régis Cottereau , Patryk Dec , Filippo Gatti

Article dans une revue 02/10/2025

Multi-storey shear type buildings under earthquake loading: Adversarial learning-based prediction of the transient dynamics and damage classification

Luca Rosafalco , Giorgia Colombera , Stefano Mariani , Alberto Corigliano , Filippo Gatti

Article dans une revue 29/09/2025

Generative domain-adapted adversarial auto-encoder model for enhanced ultrasonic imaging applications

Gerardo Granados , F. Gatti , R. Miorelli , Sébastien Robert , D. Clouteau , Filippo Gatti , Didier Clouteau

Article dans une revue 29/09/2025

Metamodeling elastic wave propagation using a mixed factorized Fourier encoder-decoder for online laser-ultrasound testing in additive manufacturing

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

Communication dans un congrès 29/09/2025

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

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

Communication dans un congrès 29/09/2025

A deep learning framework for efficient global sensitivity analysis and SHAP values calculations applied to eddy current testing problems

Gerardo Granados , Roberto Miorelli , Filippo Gatti , Didier Clouteau

Article dans une revue 27/09/2025

Blind broad-band (0-10 Hz) numerical prediction of the 3-D near field seismic response of a Mw6.0 extended fault scenario: application to the nuclear site of Cadarache (France)

David Alejandro Castro Cruz , Fernando Lopez‐caballero , Fabrice Hollender , Elias El Haber , Mathieu Causse , Filippo Gatti , Fernando Lopez Caballero

Rapport 27/09/2025

Rapport de la mission post-sismique du séisme du 1er Janvier 2024 de Noto (Japon)

Emmanuel Javelaud , Pierre-Yves Bard , François Dommanget , Jesús Pérez-Herreros , Marguerite Mathey , Paul Quistin , Ludivine Saint-Mard , Jean-Philippe Tardivel , Boris Weliachew , Filippo Gatti

Communication dans un congrès 27/09/2025

Argostoli site, from site test to numerical model: a holistic approach

Sara Touhami , F Gatti , Fernando Lopez‐caballero , Fabrice Hollender , Edward Marc Cushing , Filippo Gatti , Fernando Lopez Caballero

Autre publication scientifique 23/09/2025

MIYAZAKI - The silent eyes of the forest

Filippo Gatti

Poster de conférence 22/09/2025

MINERVE - Un jumeau numérique pour gérer l'infrastructure ferroviaire

Emmanuelle Baudry , R El Mesri , Amélie Fau , Hugo Gabrielidis , Pierre-Etienne Gautier , Fernando Lopez-Caballero , É Massoulié , Frédéric Ragueneau , Didier Clouteau , Filippo Gatti , Céline Hudelot , Pierre Jehel , Fernando Lopez Caballero , Gianluca Quercini , Emmanuel Vazquez , Stephane Vialle

Communication dans un congrès 22/09/2025

Modelling the impact of linear infrastructure on species dispersal in a changing climate: a scalable surrogate approach

Jean-Baptiste Page , Carmen Bessa-Gomes , Didier Clouteau , Pierre Jehel , Filippo Gatti

Article dans une revue 03/09/2025

Diagnostic performance of artefact-reduced cone-beam CT images using a generative adversarial neural network

Amanda Pelegrin Candemil , Hugo Gabrielidis , Benjamin Salmon , Matheus Oliveira , Jardel Francisco Mazzi-Chaves , Manoel Damião Sousa-Neto , Filippo Gatti , Elsa Vennat

Communication dans un congrès 02/09/2025

Graph Transformer-Based Flood Susceptibility Assessment of the French Riviera: Implications for Railway Infrastructure Resilience

Filippo Gatti , Pierre Jehel

02/09/2025

Breaking the Black Box: Inherently Interpretable Physics-Informed Machine Learning for Imbalanced Seismic Data

Filippo Gatti , Pierre Jehel

02/09/2025

Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change

Filippo Gatti , Pierre Jehel

30/08/2025

Fast 3D Diffusion for Scalable Granular Media Synthesis

Muhammad Moeeze Hassan , Régis Cottereau , Patryk Dec , 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

14/08/2025

Integrating Fourier Neural Operators with Diffusion Models to improve Spectral Representation of Synthetic Earthquake Ground Motion Response

Niccolò Perrone , Hugo Gabrielidis , Stefania Fresca , Filippo Gatti

14/08/2025

Artificial Neural Networks: layer architectures, optimizers and automatic differentiation

Filippo Gatti

Communication dans un congrès 14/08/2025

Benchmark SEM3D sur des instances Google Cloud de type C2D optimisées pour le calcul utilisant le processeur AMD EPYC et sur GPU Nvidia A100

Ludovic Aubry , Éric Germaneau , Régis Cottereau , Wilfried Kirschenmann , Filippo Gatti

Article dans une revue 14/08/2025

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

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

Communication dans un congrès 14/08/2025

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