I'm not for sure on that, but most schools provide substantial financial aid in terms of tuition reimbursement plus usually a TA appointment. At least this is the case for most mathematics graduate programs. I think the same is true for physics programs as well. I'm not for sure about engineering, but I'm sure it is similar.