VDP

This folder contains code for developing LNN models for the Van der Pol system:

LNN 1: for the case where the system dynamics are known.

LNN 2: for the case without access to the known dynamics.

The code covers the development of LNNs, the optimization process, and the final optimized models. It also includes the development of FNN models for comparison.




PF

This folder contains code for developing LNN models for the linear path-following system.

The code includes the development of LNNs, the optimization process, and the final optimized models, as well as the development of FNN models.




CSTR_LNN_optimization

This file contains code for developing LNN models for the CSTR process. Since the system dynamics are unknown, they are first approximated using an FNN model.

The code covers both the development and optimization of the LNN models.


