Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation. - Fanny Lehmann; Filippo Gatti; Michael Bertin; Didier Clouteau (CoRR, 2023)

A surrogate model of elastic wave propagation to quantify uncertainties in seismic hazard analysis. (Un méta-modèle de la propagation des ondes élastiques pour quantifier les incertitudes liées à l'aléa sismique). - Fanny Lehmann (2024)

Multiple-input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics. - Fanny Lehmann; Filippo Gatti; Didier Clouteau (J. Comput. Phys., 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, 2025)

Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes. - Fanny Lehmann; Firat Ozdemir; Benedikt Soja; Torsten Hoefler; Siddhartha Mishra; Sebastian Schemm (CoRR, 2025)