There is nothing like partial classes in Java. You can achieve many of the same benefits using aggregation, delegation, and abstract base classes.
(I have caved to peer pressure and eliminated the “thankfully” remark that has generated so much heat in the comments. Evidently that little aside seems to have earned me four downvotes, despite being irrelevant to the answer.)