A proposed particle was suggested to solve the problem of beta-particle emission. This particle, named the neutrino, was theorized to be neutral and have very little or no mass. It was very difficult to detect and remained backed by no observational evidence for many decades.
A visual chronology of Asimov's ~1500 scientific inventions and discoveries.
