Before revision:  We describe several state-of-the-art  approaches from the recent  literature and extensively benchmark them  on a large set of computational models representative of a wide range of engineering problems.
After revision:  We describe several state-of-the-art approaches from the recent sparse PCE literature and extensively benchmark them on a large set of computational models representative of a wide range of engineering problems.