PINNModel
- __init__.py
- CalTool.py : There are functions which need to be modified according to the desired equations.
- ItofSin.py
- PtChange.py
bvp4c_version : Simulation the profile of the solution by bvp4c in Matlab.
main.py : There are super-parameters which need to be modified according to the desired configurations.
main_stregth_bdd.py : There are super-parameters which need to be modified according to the desired configurations.
sample.txt : Sampling f(x)=12(x-1/2)^2 in [0,1] by sample.R(rejection sampling algorithm).

The different between main.py and main_stregth_bdd.py is the function named "net_NS_u". The latter emphasize performance with boundary points within the interior.

main_stregth_bdd.py can also be used similarly.