Taurus and Scorpio are very different in many aspects. Therefore it is hard to say if the relationship will work or not.
You are both physically attracted to each other. Taurus can be very attracted to Scorpio's charm. Both of you tend to be introverted. So misunderstanding can cause an issue in your relationship.
Try to be more open and accommodating.