In Wolfenstein: Super soldiers exist in the series, possibly as a reference to the Nazi belief in a superior type of man, and also to deplete all of your available ammunition on the way to a swift defeat. The Black Sun Dimension in Wolfenstein, combined with the Thule Medallion (an item that grants mystical powers such as slowing time, otherwise known as bullet-time), are used by the Nazis to gain a power they believe is their divine right.
In our world: It’s known that Nazi scientists would often go on expeditions into other countries, but it’s never been terribly clear what some of the goals were for such excursions. They may have been searching for proof of Aryan and Germanic superiority, with Himmler creating the Ahneenerbe, a difficult-to-pronounce scientific institute meant to research just that. However, like Leisure Suit Larry, the scientists came up short in finding what they were looking for.