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)

Proceedings 14/11/2025

Pipeline for Semantic Segmentation of Large Railway Point Clouds

Hugo Gabrielidis , Filippo Gatti , Stéphane Vialle , 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 , Didier Clouteau , Pierre Jehel , Filippo Gatti , Carmen Bessa-Gomes , Didier Clouteau , Pierre Jehel , Filippo Gatti

Article dans une revue 29/09/2025

Towards a multi-fidelity deep learning framework for a fast and realistic generation of ultrasonic multi-modal Total Focusing Method images in complex geometries

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

26/08/2025

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

Sreenath Vemula , Filippo Gatti , Pierre Jehel , 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 , Filippo Gatti , 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 , Filippo Gatti , Roberto Miorelli , Vincent Dorval , Jérôme Laurent , Filippo Gatti

Communication dans un congrès 14/08/2025

Score-Based Diffusion Models with Autocorrelation Regularization for Fluid Flow Prediction

Wilfried Genuist , E Savin , Filippo Gatti , D Clouteau

Communication dans un congrès 14/08/2025

Generatives models approach on TFM data based on variational inference for multi-fidelity data generation

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

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 , Filippo Gatti , Benjamin Salmon , Matheus Oliveira , Jardel Francisco Mazzi-Chaves , Elsa Vennat , 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 , Eric Savin , Filippo Gatti , Didier Clouteau , Filippo Gatti , Didier Clouteau