Filippo Gatti

13 papers Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diagnostic performance of artefact-reduced cone-beam CT images using a generative adversarial neural network.
Expert Syst. Appl.
Amanda Pelegrin Candemil, Hugo Gabrielidis, Filippo Gatti, Benjamin Salmon, Matheus L. Oliveira, Jardel Francisco Mazzi-Chaves, Elsa Vennat, Manoel Damião Sousa-Neto
2026 J jnl
Physics-based super-resolved simulation of 3D elastic wave propagation adopting scalable diffusion transformer.
Comput. Phys. Commun.
Hugo Gabrielidis, Filippo Gatti, Stéphane Vialle
2025 J jnl
Autoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction.
CoRR
Wilfried Genuist, Éric Savin, Filippo Gatti, Didier Clouteau
2025 J jnl
Breaking the Black Box: Inherently Interpretable Physics-Informed Machine Learning for Imbalanced Seismic Data.
CoRR
Sreenath Vemula, Filippo Gatti, Pierre Jehel
2025 J jnl
Fast 3D Diffusion for Scalable Granular Media Synthesis.
CoRR
Muhammad Moeeze Hassan, Régis Cottereau, Filippo Gatti, Patryk Dec
2025 J jnl
Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change.
CoRR
Sreenath Vemula, Filippo Gatti, Pierre Jehel
2025 J jnl
Integrating Fourier Neural Operators with Diffusion Models to improve Spectral Representation of Synthetic Earthquake Ground Motion Response.
CoRR
Niccolò Perrone, Fanny Lehmann, Hugo Gabrielidis, Stefania Fresca, Filippo Gatti
2025 J jnl
Metamodeling elastic wave propagation using a mixed factorized Fourier encoder-decoder for online laser-ultrasound testing in additive manufacturing.
Eng. Appl. Artif. Intell.
Frédéric Allaire, Filippo Gatti, Roberto Miorelli, Vincent Dorval, Jérôme Laurent
2025 J jnl
Multiple-input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics.
J. Comput. Phys.
Fanny Lehmann, Filippo Gatti, Didier Clouteau
2024 J jnl
Multiple-Input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics.
CoRR
Fanny Lehmann, Filippo Gatti, Didier Clouteau
2024 — conf
Pipeline for Semantic Segmentation of Large Railway Point Clouds.
IDEAL (1)
Hugo Gabrielidis, Filippo Gatti, Stéphane Vialle
2023 J jnl
Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation.
CoRR
Fanny Lehmann, Filippo Gatti, Michael Bertin, Didier Clouteau
2021 — conf
Seamless Simulations of Earthquake Disasters and Economy at 1: 1 scale Utilizing Big-data.
WI/IAT (Workshop/Special Session)
Amit Gill, Maddegedara Lalith, Yoshiki Ogawa, Hideyuki O.-tani, Tsuyoshi Ichimura, Kohei Fujita, Filippo Gatti, Muneo Hori