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Joseph Bakarji
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Discovering governing equations from partial measurements with deep delay autoencoders
J Bakarji, K Champion, JN Kutz, SL Brunton
Proceedings of the Royal Society A, 2023, 2023
882023
Data-driven discovery of coarse-grained equations
J Bakarji, DM Tartakovsky
Journal of Computational Physics 434, 110219, 2021
422021
Dimensionally consistent learning with Buckingham Pi
J Bakarji, J Callaham, SL Brunton, JN Kutz
Nature Computational Science 2 (12), 834-844, 2022
362022
Agent-based socio-hydrological hybrid modeling for water resource management
J Bakarji, D O’Malley, VV Vesselinov
Water Resources Management 31, 3881-3898, 2017
302017
Microstructural heterogeneity drives reaction initiation in granular materials
J Bakarji, DM Tartakovsky
Applied Physics Letters 114 (25), 2019
72019
On the use of reverse Brownian motion to accelerate hybrid simulations
J Bakarji, DM Tartakovsky
Journal of Computational Physics 334, 68-80, 2017
72017
Stochastic pore collapse models in granular materials
J Bakarji, DM Tartakovsky
arXiv preprint arXiv:2002.12479, 2020
32020
When was it written?
J Bakarji, D Belivanis, S Nezami
JOURNAL OF MACHINE LEARNING CS229, 2017
22017
A reduced-order model of a microfluidic transistor
J Bakarji, K Keniar, M Cheikh, I Lakkis
ASME International Mechanical Engineering Congress and Exposition 56390 …, 2013
22013
Stochastic Multiscale Modeling of Complex Materials
J Bakarji
Stanford University, 2020
12020
Statistical Mechanics of Dynamical System Identification
AA Klishin, J Bakarji, JN Kutz, K Manohar
arXiv preprint arXiv:2403.01723, 2024
2024
Distilling data into code
J Bakarji
Nature Computational Science 4 (2), 92-93, 2024
2024
Role of physics in physics-informed machine learning
A Chandra, J Bakarji, DM Tartakovsky
Journal of Machine Learning for Modeling and Computing 5 (1), 2024
2024
Unsupervised Learning of Dimensionless Groups and Minimally Parametrized Equations
J Bakarji, S Brunton, N Kutz, J Callaham
APS Division of Fluid Dynamics Meeting Abstracts, A31. 003, 2021
2021
Machine Learning for a Music Glove Instrument
J Bakarji
arXiv preprint arXiv:2001.09551, 2020
2020
Multiscale Simulations of Reactive Transport
DM Tartakovsky, J Bakarji
AGU Fall Meeting Abstracts 2014, H31N-01, 2014
2014
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