Twelve saves from Brie Barraco couldn't secure the Nittany Lions the win Sunday afternoon.
Penn State moved to No. 7 after its 63-0 win over UMass Saturday.
The Nittany Lions' early-season struggles continued against the Big Red.
Despite stout effort from the Nittany Lions, the group couldn't take down the No. 2 team in the country.
Hardy's two punt returns for touchdowns set a school record and matched a Big Ten one.
After going down early, Penn State rallied back with four unanswered goals to secure the win.
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