Joseph Bakarji

Joined

September 2024

Names

Joseph Bakarji (Preferred)

Emails

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

Personal Links

Career & Education History

Assistant Professor

Mechanical Engineering, American University of Beirut (aub.edu.lb)

2024 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Daniel Tartakovsky

2014 – 2020

Expertise

Machine Learning

2019 – 2024

Nonlinear Dynamics

2013 – 2024

Material Science

2015 – 2020

Publications

The Circle of Fifths as Latent Geometry in Bach's Well-Tempered Clavier
Najla Sadek, Joseph Bakarji
- EAIM Oral
- Readers: Everyone
When Bigger isn't Better: The Role of Model-Data Complexity in Time Series Forecasts
Nga Yu Lo, Joseph Bakarji, Yue Zhao, J. Nathan Kutz
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
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