Chris Smalling, Phil Jones and Michael Carrick were also spotted at the Aon Training Complex but are still struggling with hip, hamstring and ankle injuries respectively.
Antonio Valencia was also training with the squad but is unlikely to play at the Hawthorns after picking up a hamstring problem.
United also claimed on their Twitter account that Ander Herrera was among the Red Devils put through their paces this afternoon as he faces a late fitness test.
However, Paddy McNair, Jonny Evans and Jesse Lingard were notable absentees.
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