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)

01/04/2025

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

Niccolò Perrone , Fanny Lehmann , Hugo Gabrielidis , Stefania Fresca , Filippo Gatti , Filippo Gatti

28/03/2025

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

Sreenath Vemula , Filippo Gatti , Pierre Jehel , 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 , Filippo Gatti , 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

Sreenath Vemula , Filippo Gatti , Pierre Jehel , Filippo Gatti , Pierre Jehel

Article dans une revue 03/02/2025

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

Fanny Lehmann , Filippo Gatti , Didier Clouteau , Filippo Gatti , Didier Clouteau

Communication dans un congrès 01/01/2025

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

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

01/01/2025

Fast 3D Diffusion for Scalable Granular Media Synthesis

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

01/01/2025

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

Gabrielidis Hugo , Filippo Gatti , Vialle Stephane , Filippo Gatti

Poster de conférence 03/12/2024

Generative model approach on TFM data based on variational inference for muti-fidelity data generation

Gerardo Granados , Giorgia Colombera , Filippo Gatti , Roberto Miorelli , Didier Clouteau , Sébastien Robert