The Nittany Lions went 0-for-5 on the man advantage in the loss.
Josie Bothun recorded her fifth shutout of the season and Kiara Zanon grabbed three points in a one-sided shutout.
A late goal from Jimmy Dowd Jr. propelled Penn State men's hockey to a 2-1 victory over Ohio State.
Seven kills and eight blocks from Allie Holland helped propel the Nittany Lions to a sweep over UMBC.
The redshirt senior and two-time captain helped lead the Nittany Lions to their sixth consecutive NCAA third-round appearance and their ninth Big Ten Tournament title.
"You can already tell the mood is super up. Everyone's ready to go and really play our game and show what we can do."