Don't the Navy aircraft's use the same theory? To reduce the length of their airstrips and increase the speed of the aircraft?
Famously, not our Navy, although we could retrofit catapults to our aircraft carriers.
Anyway, yes, but the aircraft have to be designed to stand the stresses of catapult launch. And there were no catapults on WW2 aircraft carriers.