Bruzelius is a Swedish surname. Notable people with the surname include:

Anders Bruzelius, Swedish jurist Caroline Bruzelius (born 1949), American art historian Karin Maria Bruzelius (born 1941), Swedish-born Norwegian supreme court justice and civil servant