Having knowledge of the periodic table of elements is important when experimenting with nuclear weapons. I think the joke is trying to say that the element of surprise is what was discovered, but are treating surprise as if it's a pure substance with atoms that have the same number of protons in their nuclei. The expression "element of surprise" just means something that causes shock.
Early nuclear experimenters discovered an element of surprise .