Chernev is a surname. Notable people with the surname include:

Irving Chernev (1900–1981), Russian-American chess author Lyubomir Chernev (born 1986), Bulgarian footballer , Bulgarian film director Petar Chernev, mayor of Sofia, Bulgaria Pavel Chernev (1969–2016), Bulgarian politician