How to reproduce results of SP

subject: SP_Chap5_x_*

1. install stopro package referring to https://github.com/ogaken1104/stopro
2. move to "scripts" directory of each simulation
3. run command pjsub run.sh to submit the job to the supercomputer (in the case of wisteria). Change pjsub to appropriate command for your supercomputer. run.sh scripts assumes zsh for the shell. Please change the run.sh for your shell.

How to reproduce result of PINNs

subject: PINNs_Chap5_2

1. run command pjsub run.sh. This implements training of PINNs. -u option determines the number of velocity training points.
2. run command pjsub pred.sh. This implements prediction of PINNs. Turn on/off the comment out in the pred.sh to choose pred.py or pred_gov_1d.py. PINN_Chap5_2_long_iter is just for confirming that the prediction result of PINNs doesn't change for longer iterations.