Hi Mirco,
I definitely agree with you on both issues. Concerning the ”supervised” thing, I meant, that you (I guess?) try to model physical or other processes in order to explain some particular behavior. I think I didn’t explain myself clearly, that to me this observed behavior is the “Y” in the classical ML paradigm and you aim to find “Xs” that are able to model it.