Filippo Gatti

According to our database, Filippo Gatti authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

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 L. Oliveira, Jardel Francisco Mazzi-Chaves, Elsa Vennat, Manoel Damião Sousa-Neto

Expert Syst. Appl., 2026

2025

Fast 3D Diffusion for Scalable Granular Media Synthesis.

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

CoRR, August, 2025

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

Sreenath Vemula, Filippo Gatti, Pierre Jehel

CoRR, August, 2025

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

Wilfried Genuist, Éric Savin, Filippo Gatti, Didier Clouteau

CoRR, May, 2025

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

Sreenath Vemula, Filippo Gatti, Pierre Jehel

CoRR, April, 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

CoRR, April, 2025

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

Fanny Lehmann, Filippo Gatti, Didier Clouteau

J. Comput. Phys., 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

Eng. Appl. Artif. Intell., 2025

2024

Pipeline for Semantic Segmentation of Large Railway Point Clouds.

Hugo Gabrielidis, Filippo Gatti, Stéphane Vialle

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

2023

Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation.

Fanny Lehmann, Filippo Gatti, Michael Bertin, Didier Clouteau

CoRR, 2023

2021

Seamless Simulations of Earthquake Disasters and Economy at 1: 1 scale Utilizing Big-data.

Amit Gill, Maddegedara Lalith, Yoshiki Ogawa, Hideyuki O.-tani, Tsuyoshi Ichimura, Kohei Fujita, Filippo Gatti, Muneo Hori

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021, 2021