Functions:
- sindyAlgorithm.m (The SINDy algorithm [2] for Ax = b)
- Dictionary.m (the Monomial Dictionary Matrix)
Authors: Linan Zhang and Hayden Schaeffer
Date: May 16, 2018
Reference:
[1] Linan Zhang and Hayden Schaeffer.
On the Convergence of the SINDy Algorithm.
Multiscale Modeling & Simulation, 17(3), 948–972, 2019.
[2] Steven L. Brunton, Joshua L. Proctor, and J. Nathan Kutz.
Discovering governing equations from data by sparse identification of nonlinear dynamical systems.
Proceedings of the National Academy of Sciences, 113(15):3932-3937, 2016.