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 14/11/2025

Pipeline for Semantic Segmentation of Large Railway Point Clouds

Hugo Gabrielidis , Filippo Gatti , Stephane Vialle

Communication dans un congrès 19/10/2025

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

26/08/2025

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

Filippo Gatti , Pierre Jehel

Communication dans un congrès 25/08/2025

Generation of samples of granular material using diffusion models

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

Article dans une revue 25/08/2025

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

Article dans une revue 10/07/2025

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

29/05/2025

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

Wilfried Genuist , Éric Savin , Filippo Gatti , Didier Clouteau

01/04/2025

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

28/03/2025

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

Filippo Gatti , Pierre Jehel

Article dans une revue 09/03/2025

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

Proceedings 25/02/2025

Improving Digital Twin Using AI and SCADA

Malbois Le Borgne Briac , Gatti Filippo , Desmorat Rodrigue , Capaldo Matteo , Filippo Gatti

Communication dans un congrès 17/02/2025

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

Filippo Gatti , Pierre Jehel

Article dans une revue 03/02/2025

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

Filippo Gatti , Didier Clouteau

Communication dans un congrès 01/01/2025

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

Wilfried Genuist , Éric Savin , Filippo Gatti , Didier Clouteau

01/01/2025

Fast 3D Diffusion for Scalable Granular Media Synthesis

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

01/01/2025

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

Gabrielidis Hugo , Vialle Stephane , Filippo Gatti

Communication dans un congrès 05/11/2024

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

Chapitre d'ouvrage 07/10/2024

Artificial neural networks

Filippo Gatti

Rapport 01/10/2024

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

Article dans une revue 16/09/2024

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

Michaël Bertin , Damien Grenié , Filippo Gatti , Didier Clouteau

Article dans une revue 03/09/2024

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

Michaël Bertin , Filippo Gatti , Didier Clouteau

Article dans une revue 01/09/2024

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