Is there a specific name for the line commonly drawn under arithmetic problems?

Solution 1:

An underline. See “Addition: Notation and terminology” at Wikipedia.

Solution 2:

You may use vinculum or horizontal line in mathematical notation. Please check Mathforum and Wikipedia.