In the movie Chitty Bang what is name of castle in Germany?

The movie you're thinking of is "Chitty Chitty Bang Bang", not "Chitty Bang".

And the castle in Germany is called "Vulgaria", though it's not a real castle. It was built specifically for the film on the grounds of the Boarstall Tower in Buckinghamshire, England.