In aviation we use something called Cabosil to thicken structural adhesives. Be aware, this stuff can be dangerous to work with. It's extremely fine and floats in the air. You DO NOT want to breath it in (think carbon fiber or G10 dust but finer). We usually mix it into the adhesive at a down draft table to minimize the risk.
