Verve is a free, fluid dynamics painting program. You don't even have to install anything! It's still in a beta stage so there are some issues, but as you can see it doesn't really affect the end result much.
The settings I used were these:
Brush Size/Opacity/Blur: ON Blending: 51% Build Up: 13% (Raise this number for thicker paint)