Filippo Gatti

Laboratoire

LMPS

Résumé

High-fidelity physics-based source-to-structure earthquake simulation Artificial Intelligence applied to seismology Dynamic Soil-Structure Interaction coupling High Performance Computing

Publications (119)

23/04/2026

From Microscopic Interactions to Macroscopic Feedback: Real-Time Traffic Control via Neural Operators

Sheida Nozari , Stefania Fresca , Filippo Gatti , Alessio Iovine

Article dans une revue 01/04/2026

Impact of artifact reduction using generative adversarial networks on diagnostic accuracy in cone-beam computed tomography

Amanda Candemil Kanashiro , Hugo Gabrielidis , Manoel Damião Sousa-Neto , Filippo Gatti

Article dans une revue 19/03/2026

Correction: Pawelkiewicz et al. Introducing Machine Learning in Teaching Quantum Mechanics. Atoms 2025, 13, 66

M. Pawelkiewicz , Viatcheslav Kokoouline , Mehdi Adrien Ayouz , Filippo Gatti , Didier Clouteau , Mehdi Ayouz

Communication dans un congrès 09/03/2026

Graph Transformer Transferability for Flood Scusceptibility mapping in contrasting regions

Filippo Gatti , Pierre Jehel

Article dans une revue 01/03/2026

Physics-based super-resolved simulation of 3D elastic wave propagation adopting scalable diffusion transformer

Hugo Gabrielidis , Filippo Gatti , Stephane Vialle

27/01/2026

Divergence-Free Diffusion Models for Incompressible Fluid Flows

Wilfried Genuist , Éric Savin , Filippo Gatti , Didier Clouteau

19/01/2026

From Microscopic Interactions to Macroscopic Feedback: Real-Time Traffic Control via Neural Operators

Sheida Nozari , Stefania Fresca , Filippo Gatti , Alessio Iovine

01/01/2026

Fast 3D Diffusion for Scalable Discrete Granular Media Synthesis

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

Article dans une revue 20/12/2025

Breaking the Black Box: Inherently Interpretable Physics‐Constrained Machine Learning With Weighted Mixed‐Effects for Imbalanced Seismic Data

Vemula Sreenath , Filippo Gatti , Pierre Jehel

Communication dans un congrès 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

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