Ryan DeSanto tossed seven complete innings for Penn State as the Nittany Lions completed a late comeback win.
The game will be played at Mohegan Sun Arena in Connecticut.
Rain is expected in Happy Valley Friday afternoon.
Gills won eight of nine faceoffs in Penn State's win over Michigan this weekend.
The Nittany Lions need to win out to have a chance at clinching the regular season EIVA title.