Pavelec (feminine Pavelcová) is a Czech surname. Notable people with the surname include:

Marek Pavelec (born 1989), Czech violinist Miroslav Pavelec (1927–2019), Czech canoer Ondřej Pavelec (born 1987), Czech ice hockey player Ted Pavelec (1918–2005), American football player