Patrick Mullen is the name of:

Patrick Mullen (ice hockey) (born 1986), American ice hockey player Patrick Mullen (Medal of Honor) (1844–1897), member of the United States Navy

See also Pat Mullin (1917–1999), baseball player Patrick Mullins (born 1992), soccer player Patrick Mullins (jockey) (born 1989), amateur jockey