Gauss is a safe bet for the math department but Gibbs for science? I don't think so. Newton was not the greatest mathematician by a long shot but then how many great mathematicians were great scientists.
I'll stand by by claim that Newton was the greatest scientist.
Gibbs is probably the greatest American-born scientist of all time.