Penn State was narrowly overcome, despite an impressive comeback from an early deficit.
Christian band Casting Crowns had the crowd singing along all night to some of its classic hits.
Penn State recorded 11 strikeouts in its victory over the Hornets.
The Nittany Lions took care of George Mason in a dominant sweep on the road Friday night.
Martin, who plays defensive back and running back at Belle Vernon High School, is the new top-ranked player in Penn State's 2024 class.
Penn State and Purdue will represent the Big Ten in the two-game event in November.