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Efstathios Bakolas
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Journal Articles

Special Issue on Data-Driven Modeling and Control of Dynamical Systems

Efstathios Bakolas, Suman Chakravorty, Santosh Devasia, Vaibhav Srivastava
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Guest Editorial
J. Dyn. Sys., Meas., Control. November 2024, 146(6): 060301.
Paper No: DS-24-1209
https://doi.org/10.1115/1.4066453
Published Online: September 20, 2024
View Article titled, Special Issue on Data-Driven Modeling and Control of Dynamical Systems
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Topics: Control modeling, Dynamic systems, Robotics
Journal Articles

Dynamic Mode Decomposition With Gaussian Process Regression for Control of High-Dimensional Nonlinear Systems

Alexandros Tsolovikos, Efstathios Bakolas, David Goldstein
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. November 2024, 146(6): 064501.
Paper No: DS-23-1344
https://doi.org/10.1115/1.4065594
Published Online: June 17, 2024
View Article titled, Dynamic Mode Decomposition With Gaussian Process Regression for Control of High-Dimensional Nonlinear Systems
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Topics: Boundary layer turbulence, Dynamics (Mechanics), Errors, Noise (Sound), Nonlinear systems, Uncertainty, Predictive control, Trains, Modeling