Paltrow announced the news on her GOOP website, where she posted that they `love each other very much` but have decided to `consciously uncouple", reports radaronline.com
Paltrow and the Coldplay frontman have two children together - Apple and Moses Martin.
The couple exchanged vows in December 2003