Filippo Gatti

École Normale Supérieure Paris-Saclay — France

Earth and Planetary Sciences · Physical Sciences

13h-index633citations102works2.12yr avg
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Research Topics

Seismic Waves and Analysis(31), Seismic Imaging and Inversion Techniques(23), Seismology and Earthquake Studies(16), Seismic Performance and Analysis(13), Structural Health Monitoring Techniques(11)

Publications102 total

A METHODOLOGY FOR 3D NONLINEAR SOIL-STRUCTURE INTERACTION USING THE DOMAIN REDUCTION METHOD
SPIRE - Sciences Po Institutional REpository·2025Open Access
Breaking the Black Box: Inherently Interpretable Physics‐Constrained Machine Learning With Weighted Mixed‐Effects for Imbalanced Seismic Data
Journal of Geophysical Research Machine Learning and Computation·2025Open Access
Physics-based super-resolved simulation of 3D elastic wave propagation adopting scalable Diffusion Transformer
2025
Physics-based super-resolved simulation of 3D elastic wave propagation adopting scalable diffusion transformer
Computer Physics Communications·2025· 1 cited
Fast 3D Diffusion for Scalable Granular Media Synthesis
arXiv (Cornell University)·2025Open Access
Metamodeling elastic wave propagation using a mixed factorized Fourier encoder–decoder for online laser-ultrasound testing in additive manufacturing
Engineering Applications of Artificial Intelligence·2025Open Access
Diagnostic performance of artefact-reduced cone-beam CT images using a generative adversarial neural network
Expert Systems with Applications·2025
Introducing Machine Learning in Teaching Quantum Mechanics
Atoms·2025Open Access
Integrating Fourier Neural Operators with Diffusion Models to improve Spectral Representation of Synthetic Earthquake Ground Motion Response
arXiv (Cornell University)·2025Open Access
Numerical earthquake-induced landslide hazard assessment at regional scale in the Colombian Andes
Soil Dynamics and Earthquake Engineering·2025· 3 cited
Review of: "Inverse Evolution Data Augmentation for Neural PDE Solvers"
2025Open Access
Multiple-input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics
Journal of Computational Physics·2025· 8 citedOpen Access
Graph Transformer-Based Flood Susceptibility Assessment of the French Riviera: Implications for Railway Infrastructure Resilience
HAL (Le Centre pour la Communication Scientifique Directe)·2025Open Access
Physics-Based Super-Resolved Simulation of 3d Elastic Wave Propagation Adopting Scalable Diffusion Transformer
SSRN Electronic Journal·2025Open Access
Autoregressive Regularized Score-Based Diffusion Models for Multi-Scenarios Fluid Flow Prediction
SSRN Electronic Journal·2025Open Access
Physics-Based Super-Resolved Simulation of 3d Elastic Wave Propagation Adopting Scalable Diffusion Transformer
SSRN Electronic Journal·2025· 1 citedOpen Access
Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change
arXiv (Cornell University)·2025Open Access
Pipeline for Semantic Segmentation of Large Railway Point Clouds
Lecture notes in computer science·2024· 1 cited
Evaluación numérica de la amenaza sísmica de deslizamientos en los Andes Colombianos a escala regional
SPIRE - Sciences Po Institutional REpository·2024
Rapport de la mission post-sismique du séisme du 1er Janvier 2024 de Noto (Japon)
SPIRE - Sciences Po Institutional REpository·2024
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Frequent Co-authors

Didier Clouteau(20), Fernando López‐Caballero(13), Fanny Lehmann(10), Michaël Bertin(9), David Castro-Cruz(5), Roberto Paolucci(4), Sara Touhami(3), Régis Cottereau(3), Gerardo Emanuel Granados(3), Roberto Miorelli(3), Sotirios Argyroudis(2), Grigorios Tsinidis(2), Kyriazis Pitilakis(2), Lúcio de Abreu Corrêa(2), Vinicius Alves Fernandes(2), François Voldoire(2), Sébastien Robert(2), Luca Rosafalco(2), Giorgia Colombera(2), Stefano Mariani(2)