Barschall was born as Heinrich Hermann Barschall in Berlin, Germany; his father was a patent attorney who had received a Ph.D. in chemistry after studying with Nobel Laureates Emil Fischer and Fritz Haber.
He worked at the University of Kansas, and then at the Manhattan Project in Los Alamos, New Mexico continuing his work with fast neutrons.