Workman (2-0) faced 27 batters and only three reached base -- two on walks and one on an error -- in the 21st no-hitter in school history.
Tant Shepherd and Travis Tucker each had three hits for Texas (9-0). Brandon Belt, Shepherd and Cameron Rupp each had two RBIs for the Longhorns.
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Starter Calvin Grumley (0-1) took the loss for Penn State (2-5), giving up six runs on eight hits in 4 1-3 innings.