Penn State battled back in the second half but could not find the win.
The Nittany Lions are 8-0 so far in the season.
The Nittany Lions were the preseason No. 2 in the country.
The Nittany Lions re-join the top five after sweeping LIU over the weekend.
The dynamic line already has 17 combined goals on the season.
The Nittany Lions struggled to convert on their scoring opportunities in this defeat.