Thorarensen is an Icelandic surname. Notable people with the surname include:
- Bjarni Thorarensen (1786–1841), Icelandic poet and official
- Björg Thorarensen (born 1966), Icelandic professor of law at the University of Iceland
- Jakob Thorarensen (1886–1972), Icelandic writer and poet
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