Weissberg emigrated to the Soviet Union in 1931 to work as a physicist. He founded the Soviet Journal of Physics. In doing so he came to know Bukharin. It was this relationship with Bukharin that was later to become central to the regime's attempt to frame Weissberg as part of a conspiracy to assassinate Stalin. He was imprisoned for four years in the Soviet Union.