Where can I get the data

[jcoady]

Where can I get the data that the code loads? Can you add it to the repository?

path_plus_prefix = '../HITSI_rMHD_HR'  # path for the data read
time = np.loadtxt('../time.csv')  # load in the corresponding times


#path_plus_prefix = '../compressible2/HITSI_rMHD_HR'
path_plus_prefix = '../compressible1/HITSI_rMHD_HR'
# time = np.loadtxt('../compressible2/time.csv')
time = np.loadtxt('../compressible1/time.csv')

[akaptano]

The data is full 3D MHD, several hundred GB of data, so cannot be added to the repository. I am happy to send it directly somewhere upon request. I would recommend instead that you try using the PySINDy package https://github.com/dynamicslab/pysindy where you can find the POD modes of these data files and SINDy analysis as Example 7 in the /examples/ directory. Let me know if that works for you.