This is a testbed for system identification and forecasting of dynamical systems using the Hankel Alternative View of Koopman (HAVOK) algorithm and Sparse Identification of Nonlinear Dynamics (SINDy). This code is based on the work by Brunton & Kutz (2022) and Yang et. al. (2022).
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Implement an impulse response or control algorithm for testing the system response to external forcings #5
We often want to control the system of interest to achieve some desired output. For this purpose, implement a basic algorithm testing the impulse response, along with possible extensions for finding optimal control variables.
We often want to control the system of interest to achieve some desired output. For this purpose, implement a basic algorithm testing the impulse response, along with possible extensions for finding optimal control variables.