Atanasescu is an Aromanian and Romanian surname. Notable people with this surname include:
- Constantin Atanasescu (1885âÂÂ1949), Romanian World War II lieutenant general
- Dimitri Atanasescu (1836âÂÂ1907), Aromanian teacher at the first Romanian school for the Aromanians in the Balkans