Sure, the Nazis were already working on something called "Die Glocke" or The Bell. And the funny thing was it had the highest possible classification of secrecy "Kriegsentscheidend", (ie: Decisive for the outcome of the war), the information related to nuclear weapons was just top secret.
Some say this other thing might make a hydrogen bomb look like a firecracker in comparison.