The two teams exchanged goals in the third period, the last of which was scored by Terry who netted his third goal of the game with just over two minutes to play. After playing for the Junior Sabres, Sucese went to Gunnery Prep in CT before playing in the USHL for Dubuque.
The Nittany Lions will play Denver in the next round on Sunday.
Chase Berger's second goal of the game at 9:35 of the second put Penn State ahead to stay.
Denver's Henrik Borgstrom (5) checks Penn State's Denis Smirnov, center, while Tariq Hammond (3) strips the puck in the second period during the midwest regional final of the NCAA college hockey tournament, Sunday, March 26, 2017, in Cincinnati.
Penn State's 10 goals were the most in the NCAA tournament since Lake Superior State hit the mark in 1990 and it was the most goals scored by Penn State since the Lions became a Division I program five years ago.