In Civilization do players discard defeated army cards at the end of a battle?
According to the rules of the base game (p. 25), eliminated unit cards are discarded and put face up under the appropriate deck on the market board.  Any unit cards not eliminated during the battle return to their owners (this is true for both the winner and the loser of the battle).