Hi Abdullah,
Unfortunately there is not much more I can add to what Thorgen suggested. You would definitely need a student visa to move to Germany but maybe the university that accepts your application can help you with the bureaucracy to request a visa. You should ask, besides trying out Thorgen's good tips.
Best,
Claudia