The Trojans put together a combined four runs in the fourth and fifth innings.
This win keeps Penn State's hopes alive of winning the EIVA regular season title.
Falzone became the second quarterback to commit to the Nittany Lions' recruiting class of 2026.
Braeden Phillips, 20, was charged with conspiracy to commit murder and unlawful possession of a firearm.
An eight point day for Matt Traynor pushed the Nittany Lions over the line against Johns Hopkins