Scholze is a German surname. Notable people with the surname include:
Georg Scholze (1897–1945), German general during World War II Johann Sigismund Scholze (1705–1750), Silesian music anthologist and poet Peter Scholze (born 1987), German mathematician
See also Scholze–Sayles House, a historic house in Pawtucket, Rhode Island