Penn State put the game away early with a three-goal first half.
The Nittany Lions play three matches over the course of Friday and Saturday.
The drop comes after defeating Princeton and drawing Georgetown.
After Monday's loss, the Nittany Lions are refocusing their efforts before battling Michigan on Friday.
The machine, which produces four penny designs, costs 51 cents and is unique to Penn State and the museum.
Palocsik signed after final collegiate year at Penn State.