24:06

Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!

27:49

Koopman Spectral Analysis (Overview)

1:36:19

NLDC-I Lecture 1

1:09:56

Data Driven Discovery of Dynamical Systems and PDEs

27:17

Sparse Nonlinear Dynamics Models with SINDy, Part 4: The Library of Candidate Nonlinearities

1:12:03

Steve Brunton: "Introduction to Fluid Mechanics"

1:17:38

Steve Brunton: "Dynamical Systems (Part 1/2)"

18:28

Sparse Nonlinear Dynamics Models with SINDy, Part 5: The Optimization Algorithms