Completed
Koopman Observable Subspaces & Finite Linear Representations of Nonlinear Dynamics for Control
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Dynamical Systems
Automatically move to the next video in the Classroom when playback concludes
- 1 Sparse Identification of Nonlinear Dynamics (SINDy)
- 2 Koopman Observable Subspaces & Finite Linear Representations of Nonlinear Dynamics for Control
- 3 Koopman Observable Subspaces & Nonlinearization
- 4 Koopman Operator Optimal Control
- 5 Compressed Sensing and Dynamic Mode Decomposition
- 6 Hankel Alternative View of Koopman (HAVOK) Analysis [FULL]
- 7 Hankel Alternative View of Koopman (HAVOK) Analysis [SHORT]
- 8 Magnetic field reversal and Measles outbreaks: HAVOK models of chaos
- 9 Linear model for chaotic Lorenz system [HAVOK]
- 10 Simulating the Lorenz System in Matlab
- 11 Discrete-Time Dynamical Systems
- 12 Simulating the Logistic Map in Matlab
- 13 The Anatomy of a Dynamical System
- 14 Deep Learning of Dynamics and Coordinates with SINDy Autoencoders
- 15 Deep Learning of Dynamics and Coordinates with SINDy Autoencoders
- 16 Deep Learning of Dynamics and Coordinates with SINDy Autoencoders
- 17 Finite-Horizon, Energy-Optimal Trajectories in Unsteady Flows
- 18 SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear dynamics
- 19 Deep Delay Autoencoders Discover Dynamical Systems w Latent Variables: Deep Learning meets Dynamics!
