It was the team's fourth overtime loss of the season and second-straight loss.
Roman Bravo-Young, Shayne Van Ness, and Carter Starocci all scored bonus point wins, but the stars of the afternoon were Levi Haines, Alex Facundo, and Seth Nevills.
The Nittany Lions failed to answer Villanova's two late goals as they lost their first game of the season.