Quickstart

The repository contains several examples of usage of the library, some of which are documented and described in [1]. Each example is contained into a dedicated folder in \examples (e.g. \examples\wave_oned). The standard structure for an example envisages:

  • The problem specifications, through an .ini file (e.g. \examples\wave_oned\wave1D.ini).

  • The high-fidelity model definition, through a .m file (e.g. \examples\wave_oned\wave1D_getmodel.ini).

  • A script that generates training and testing datasets (e.g. \examples\wave_oned\wave1D_generate_tests.ini) and stores them into the datapath folder.

  • One or more configuration files to train a reduced model, with the format opt_*.ini (e.g. \examples\wave_oned\opt_wave1D.ini). To use them, execute the command:

    model_learn('opt_wave1D.ini')

  • One or more scripts to analyze and postprocess the results obtained with the trained models and the HF model.

To create a new example, create a new folder in the folder \examples.

This documentation also contains a Tutorial to get acquainted with the library.