Chernev is a surname. Notable people with the surname include:
- Irving Chernev (1900–1981), Russian-American chess author
- Lyubomir Chernev (born 1986), Bulgarian footballer
- Nedelcho Chernev [bg], Bulgarian film director
- Petar Chernev, mayor of Sofia, Bulgaria
- Pavel Chernev (1969–2016), Bulgarian politician
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