Joseph Bakarji

Discovering governing equations from partial measurements with deep delay autoencoders

Joseph Bakarji, Kathleen M. Champion, J. Nathan Kutz et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2023 · 78 citations · Full text

Nonlinear System Identification, Geometric Learning, Deep Autoencoder Network +14

Dimensionally consistent learning with Buckingham Pi

Joseph Bakarji, Jared Callaham, Steven L. Brunton et al. · Nature Computational Science · 2022 · 52 citations

Geometric Learning, Engineering, Machine Learning +4

Agent-Based Socio-Hydrological Hybrid Modeling for Water Resource Management

Joseph Bakarji, Daniel O’Malley, Velimir V. Vesselinov · Water Resources Management · 2017 · 29 citations · Full text

Hydrology, Engineering, Agent-based Model +1

Data-driven discovery of coarse-grained equations

Joseph Bakarji, Daniel M. Tartakovsky · Journal of Computational Physics · 2021 · 28 citations · Full text

Numerical Analysis, Data-driven Discovery, Numerical Computation +5

Discovering Governing Equations from Partial Measurements with Deep Delay Autoencoders

Joseph Bakarji, Kathleen M. Champion, J. Nathan Kutz et al. · arXiv (Cornell University) · 2022 · 12 citations · Full text