Skip to content

TaoZhangNIC/AIAMM

Repository files navigation

AIAMM

This repository contains codes and data for the following publication:

Zhang, Tao, et al. "Adaptive integral alternating minimization method for robust learning of nonlinear dynamical systems from highly corrupted data." Chaos: An Interdisciplinary Journal of Nonlinear Science 33.12 (2023). https://doi.org/10.1063/5.0167914

Framework

Repository Overview

main program

  • test_Auto_Chaotic.m
  • test_Parametric_oscillator.m

comparison methods

  • EnsembleSINDy
  • WSINDy-master

Data

All the data for this paper can be found in https://github.com/TaoZhangNIC/AIAMM_DATA

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages