The private pilot reported he had successfully landed his airplane on a remote, off-airport beach. During the subsequent takeoff attempt, the airplane encountered soft sand, and he was unable to maintain directional control. He aborted the takeoff, but the airplane nosed over in the sand as it came to a stop, and received structural damage.