Dear chrisoula,
it is typical for density dependend problems that stability problems occur. To handle this, you have to refine the grid in all 3 directions. Additional a wise time-stepping is necessary. Furtheron you could try upwinding settings.
In my opinion, you should check this first, before you try to find and modify just one element.
Kind regards,
Wolfram