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2020 – today
- 2026
[j4]Hugo Gabrielidis, Filippo Gatti, Stéphane Vialle:
Physics-based super-resolved simulation of 3D elastic wave propagation adopting scalable diffusion transformer. Comput. Phys. Commun. 320: 109930 (2026)- [j3]Amanda Pelegrin Candemil, Hugo Gabrielidis, Filippo Gatti
, Benjamin Salmon, Matheus L. Oliveira, Jardel Francisco Mazzi-Chaves, Elsa Vennat, Manoel Damião Sousa-Neto:
Diagnostic performance of artefact-reduced cone-beam CT images using a generative adversarial neural network. Expert Syst. Appl. 296: 128907 (2026) - 2025
- [j2]Frédéric Allaire, Filippo Gatti, Roberto Miorelli, Vincent Dorval, Jérôme Laurent:
Metamodeling elastic wave propagation using a mixed factorized Fourier encoder-decoder for online laser-ultrasound testing in additive manufacturing. Eng. Appl. Artif. Intell. 160: 111893 (2025) - [j1]Fanny Lehmann, Filippo Gatti, Didier Clouteau:
Multiple-input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics. J. Comput. Phys. 527: 113813 (2025) - [i7]Niccolò Perrone, Fanny Lehmann, Hugo Gabrielidis, Stefania Fresca, Filippo Gatti:
Integrating Fourier Neural Operators with Diffusion Models to improve Spectral Representation of Synthetic Earthquake Ground Motion Response. CoRR abs/2504.00757 (2025) - [i6]Sreenath Vemula, Filippo Gatti, Pierre Jehel:
Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change. CoRR abs/2504.03727 (2025) - [i5]Wilfried Genuist, Éric Savin, Filippo Gatti, Didier Clouteau:
Autoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction. CoRR abs/2505.24145 (2025) - [i4]Sreenath Vemula, Filippo Gatti, Pierre Jehel:
Breaking the Black Box: Inherently Interpretable Physics-Informed Machine Learning for Imbalanced Seismic Data. CoRR abs/2508.19031 (2025) - [i3]Muhammad Moeeze Hassan, Régis Cottereau, Filippo Gatti, Patryk Dec:
Fast 3D Diffusion for Scalable Granular Media Synthesis. CoRR abs/2508.19752 (2025) - 2024
- [c2]Hugo Gabrielidis, Filippo Gatti, Stéphane Vialle:
Pipeline for Semantic Segmentation of Large Railway Point Clouds. IDEAL (1) 2024: 167-179 - [i2]Fanny Lehmann, Filippo Gatti, Didier Clouteau:
Multiple-Input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics. CoRR abs/2404.10115 (2024) - 2023
- [i1]Fanny Lehmann, Filippo Gatti, Michael Bertin, Didier Clouteau:
Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation. CoRR abs/2304.10242 (2023) - 2021
- [c1]Amit Gill, Maddegedara Lalith, Yoshiki Ogawa, Hideyuki O.-tani, Tsuyoshi Ichimura, Kohei Fujita, Filippo Gatti, Muneo Hori:
Seamless Simulations of Earthquake Disasters and Economy at 1: 1 scale Utilizing Big-data. WI/IAT (Workshop/Special Session) 2021: 101-108
Coauthor Index
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