This repository contains code for the ongoing work in data based completion of
grey-box models. We are working on two examples, a small two reaction example
and a larger CSTR and Flash model. 

Run the scripts in sequence, in which ex denotes the example name "tworeac" or 
"cstr_flash"

1) ex_parameters.py
2) ex_bbnntrain.py
3) ex_hybtrain.py
4) ex_icnndata.py
5) ex_icnntrain.py
6) ex_picnndata.py
7) ex_picnntrain.py
8) ex_ssopt.py
9) ex_plots.py