Joe Germany

Undergrad student, Department of Mathematics, American University of Beirut

Joined

May 2025

Names

Joe Germany (Preferred)

Emails

****@mail.aub.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Undergrad student

Department of Mathematics, American University of Beirut (aub.edu.lb)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

2024 – Present

PhD Advisor

2022 – Present

Expertise

dimensionally consistent learning

2024 – Present

physics-informed machine learning

,

operator learning

,

hamiltonian networks

,

computational physics

2023 – Present

Publications

The Seismic Wavefield Common Task Framework
Alexey Yermakov, Yue Zhao, Marine Denolle, Yiyu Ni, Philippe Martin Wyder, Judah Goldfeder, Stefano Riva, Jan P. Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles Cranmer, J. Nathan Kutz
- ICLR 2026 Poster
- Readers: Everyone
Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
Philippe Martin Wyder, Judah Goldfeder, Alexey Yermakov, Yue Zhao, Stefano Riva, Jan P. Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles Cranmer, J. Nathan Kutz
- CODEML@ICML25
- Readers: Everyone
Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
Philippe Martin Wyder, Judah A Goldfeder, Alexey Yermakov, Yue Zhao, Stefano Riva, Jan P. Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles Cranmer, J. Nathan Kutz
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone

Co-Authors