Fanny Lehmann

According to our database, Fanny Lehmann authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Can AI Weather Models Predict Beyond Two Weeks? A Quantitative Benchmark and Analysis of Long Rollouts.

Fanny Lehmann, Firat Ozdemir, Yun Cheng, Torsten Hoefler, Sebastian Schemm, Benedikt Soja, Siddhartha Mishra

CoRR, May, 2026

Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting.

Firat Ozdemir, Yun Cheng, Salman Mohebi, Fanny Lehmann, Simon Adamov, Zhenyi Zhang, Leonardo Trentini, Dana Grund, Oliver Fuhrer, Torsten Hoefler, Siddhartha Mishra, Sebastian Schemm, Benedikt Soja, Mathieu Salzmann

CoRR, May, 2026

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, June, 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

2024

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

PhD thesis, 2024

2023

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

Fanny Lehmann, Filippo Gatti, Michael Bertin, Didier Clouteau

CoRR, 2023