Yes, turps or white spirits are what you use to thin solvent based paints. Add only a small amount at a time and stir well so the paint is thin enough to soak into the surface but not so thin that it is like water. Don’t try and add 20% straight off as it’s easy to add a bit more thinner if you need to.