In 1912 Robert Goddard, inspired from an early age by H.G. Wells, began a serious analysis of rockets, concluding that conventional solid-fuel rockets needed to be improved in three ways.
In 1924, Tsiolkovsky also wrote about multi-stage rockets, in 'Cosmic Rocket Trains' [REF].