Most of these cities (e.g. Zheleznogorsk [1]) seem to have a stylized atom as part of their coat of arms. I wonder if it was common practice in the USSR to incorporate similar symbols into the coat of arms of other newly founded industrial cities?
[1] http://en.wikipedia.org/wiki/Zheleznogorsk,_Krasnoyarsk_Krai