Uhlenbeck is a surname. Notable people with the surname include:
Christianus Cornelis Uhlenbeck (1866–1951), linguist and lecturer at the University of Leiden Eugenius Uhlenbeck (1913-2003), linguist at Leiden University George Uhlenbeck (1900–1988), Dutch-American physicist Karen Uhlenbeck (born 1942), American mathematician