Khasawneh Group

Dynamics & Vibration Lab
Michigan State University, MI

Code

Automatic parameter selection for permutation entropy

This repo contains the companion code for the paper: "On the Automatic Parameter Selection for Permutation Entropy," Audun Myers, Firas Khasawneh, 2019, DOI: 10.1063/1.5111719.

Click here for the Github repo, and here for the documentation.

Machine learning for chatter detection with Wavelet Packet Transform (WPT) and Ensemble Empirical Mode Decomposition (EEMD)

This repo contains the companion code for the paper: "On transfer learning for chatter detection in turning using wavelet packet transform and ensemble empirical mode decomposition," Melih C. Yesilli, Firas A. Khasawneh, and Andreas Otto 2019, DOI: 10.1016/j.cirpj.2019.11.003.

Click here for the Github repo, and here for the documentation.

Persistent homology of complex networks for dynamic state detection

This repo contains the companion code for the paper: "Persistent homology of complex networks for dynamic state detection," Audun Myers, Elizabeth Munch, and Firas A. Khasawneh, 2019, DOI: 10.1103/PhysRevE.100.022314.

Click here for the Github repo, and here for the documentation.