Joseph Bakarji

According to our database, Joseph Bakarji authored at least 8 papers between 2017 and 2025.

Collaborative distances:

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

2025

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 D. Cranmer, J. Nathan Kutz

CoRR, October, 2025

2024

Distilling data into code.

Joseph Bakarji

Nat. Comput. Sci., 2024

Statistical Mechanics of Dynamical System Identification.

Andrei A. Klishin, Joseph Bakarji, J. Nathan Kutz, Krithika Manohar

CoRR, 2024

2022

Dimensionally consistent learning with Buckingham Pi.

Joseph Bakarji, Jared Callaham, Steven L. Brunton, J. Nathan Kutz

Nat. Comput. Sci., 2022

Discovering Governing Equations from Partial Measurements with Deep Delay Autoencoders.

Joseph Bakarji, Kathleen P. Champion, J. Nathan Kutz, Steven L. Brunton

CoRR, 2022

2021

Data-driven discovery of coarse-grained equations.

Joseph Bakarji, Daniel M. Tartakovsky

J. Comput. Phys., 2021

2020

Machine Learning for a Music Glove Instrument.

Joseph Bakarji

CoRR, 2020

2017

On the use of reverse Brownian motion to accelerate hybrid simulations.

Joseph Bakarji, Daniel M. Tartakovsky

J. Comput. Phys., 2017