They didn't show that in Oppenheimer.
Edit: Diving down a rabbit hole, it looks like the scene in FMLB was based on the Louis Slotin incident from May 21, 1946. So some creative licensing from the producers, and probably why it is not in Oppenheimer
https://en.wikipedia.org/wiki/Bombing_of_Tokyo_(10_March_194...