Eli Crognale scored the winning penalty.
The Terps weren't impressed by their 3-1 loss to the Wildcats in the regular season.
Midfielder William James Herve could be back in action for the Terps' quarterfinal matchup.
The Terps relinquished leads against Penn State and Michigan last week.
“We just were second to every ball in the box, and we’ve got to attack it better.”
The Wolverines overcame a 2-1 first-half deficit.
“He’s proven that he’s a player whether he was my younger brother or not."
The Terps built a 2-0 lead in the first 13 minutes but couldn't hold on.
Neumann notched five saves in a clean sheet against Ohio State.
The Terps rose five spots after beating Ohio State, 2-0, last week.