Applied Dynamics Seminar

Thu, Apr 25, 2019 12:30 pm - 1:30 pm
IREAP Large Conference Room (ERF 1207)


Title: Controlling dynamical systems using a deep reservoir computer
Speaker: Daniel Gauthier
Ohio State University | Department of Physics

Abstract: I will describe the design of a smart controller for dynamical systems based on reservoir computers. I use this approach to control fixed points, unstable period orbits, and arbitrary orbits for the Lorenz chaotic system. We have also applied the controller to other systems, such as a mathematical model of a drone (quadcopter). The controller to easily adopt to a partial degradation of the system allowing the drone to maintain stable flight. I will discuss our progress on using this approach to controlling the dynamics of a chaotic electronic circuit.

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