From March 1944 Klapálek was stationed in London as head of Department I of the Ministry of Defence of the Czechoslovak government-in-exile. In August 1944 he transferred to the Soviet Union, where he commanded the 3rd Czechoslovak Independent Brigade. In September and October he led the brigade in the Battle of the Dukla Pass.