The student pilot stated that during the landing roll of his third touch-and-go landing, he applied right rudder input then applied power. While accelerating, the airplane began, "...going hard to the right...." He aborted the takeoff and the airplane came to rest between the runway and parallel taxiway with the nose landing gear collapsed. Damage to the lower forward portion of the fuselage and firewall was reported.