Scholberg is a surname. Notable people with this name include: Felix Scholberg, Canadian squash player, competitor in 2019 Canadian Junior Open Squash Championships Henry Scholberg (1921–2012), librarian and scholar of India Kate Scholberg, Canadian-American physicist (1925–1991), American scholar of Spanish literature.