On the use of reverse Brownian motion to accelerate hybrid simulations. - Joseph Bakarji; Daniel M. Tartakovsky (J. Comput. Phys., 2017)

Machine Learning for a Music Glove Instrument. - Joseph Bakarji (CoRR, 2020)

Data-driven discovery of coarse-grained equations. - Joseph Bakarji; Daniel M. Tartakovsky (J. Comput. Phys., 2021)

Discovering Governing Equations from Partial Measurements with Deep Delay Autoencoders. - Joseph Bakarji; Kathleen P. Champion; J. Nathan Kutz; Steven L. Brunton (CoRR, 2022)

Dimensionally consistent learning with Buckingham Pi. - Joseph Bakarji; Jared Callaham; Steven L. Brunton; J. Nathan Kutz (Nat. Comput. Sci., 2022)

Statistical Mechanics of Dynamical System Identification. - Andrei A. Klishin; Joseph Bakarji; J. Nathan Kutz; Krithika Manohar (CoRR, 2024)

Distilling data into code. - Joseph Bakarji (Nat. Comput. Sci., 2024)