Fanny Lehmann

Postdoc, ETHZ - ETH Zurich

Joined

May 2023

Names

Fanny Lehmann (Preferred)

Emails

****@ens-paris-saclay.fr (Confirmed)

****@ai.ethz.ch (Confirmed)

Personal Links

Homepage

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ORCID

Career & Education History

Postdoc

ETHZ - ETH Zurich (ethz.ch)

2024 – 2026

PhD student

CentraleSupelec (centralesupelec.fr)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Extending foundation models from weather to climate: challenges and promises
Fanny Lehmann, Riccardo Neumarker, Gabriele Scorrano, Yun Cheng, Salman Mohebi, Firat Ozdemir, Junyang Gou, Oliver Fuhrer, Torsten Hoefler, Siddhartha Mishra, Mathieu Salzmann, Sebastian Schemm, Benedikt Soja
- Crossref
- Readers: Everyone
ESFM-MoE: Climate-semantic routing for Earth System Foundation Model (ESFM)
Yun Cheng, Firat Özdemir, Salman Mohebi, Fanny Lehmann, Simon Adamov, Leonardo Trentini, Langwen Huang, Levi Lingsch, Zhenyi Zhang, Oliver Fuhrer, Benedikt Soja, Siddhartha Mishra, Torsten Hoelfer, Sebastian Schemm, Mathieu Salzmann
- Crossref
- Readers: Everyone
ESFM - A foundation model framework for heterogeneous data integration
Firat Ozdemir, Yun Cheng, Salman Mohebi, Fanny Lehmann, Simon Adamov, Leonardo Trentini, Langwen Huang, Levi Lingsch, Zhenyi Zhang, Oliver Fuhrer, Benedikt Soja, Siddhartha Mishra, Torsten Hoefler, Sebastian Schemm, Mathieu Salzmann
- Crossref
- Readers: Everyone
A Hybrid FNO-Diffusion Framework for Uncertainty-Aware Source Energy Estimation in Atmospheric Waveguides
Elodie Noëlé, Filippo Gatti, Didier Clouteau, Christophe Millet, Fanny Lehmann
- Crossref
- Readers: Everyone
Subseasonal-to-Seasonal strategies for the Earth System Foundation Model (ESFM)
Piotr Wilczyński, Fanny Lehmann, Firat Ozdemir, Salman Mohebi, Yun Cheng, Oliver Fuhrer, Siddhartha Mishra, Mathieu Salzmann, Benedikt Soja, Sebastian Schemm, Torsten Hoefler
- Crossref
- Readers: Everyone
Guiding the Forecast: Interpretability and AI Steering in Climate Science
Philine Lou Bommer, Marlene Kretschmer, Anna Hedstroem, Fanny Lehmann, Marina M.-C. Hoehne
- Crossref
- Readers: Everyone
Integrating GNSS-Derived Atmospheric Delays into Large Weather Foundation Models
Leonardo Trentini, Fanny Lehmann, Laura Crocetti, Benedikt Soja
- Crossref
- Readers: Everyone
Shake Anywhere: a simulation-free AI-based earthquake ground motion generator for any source/any geology.
Filippo Gatti, Niccolò Perrone, Fanny Lehmann, Stefania Fresca
- Crossref
- Readers: Everyone
Multiple-input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics
Fanny Lehmann, Filippo Gatti, Didier Clouteau
- Journal of Computational Physics
- Readers: Everyone
How well are we able to close the water budget at the global scale?
Fanny Lehmann, Bramha Dutt Vishwakarma, Jonathan Bamber
- Crossref
- Readers: Everyone

View all 17 publications

Co-Authors

View all 34 co-authors