He's a theoretical physicist whose most notable is in quantum computing, philosophizing about experimental physics. Essentially his work has more to do with math/logic than science, and as far as I can tell you're simply incorrect that he's done any work in astrophysics at all.

Ctrl+F "astro" finds nothing on this page: https://en.wikipedia.org/wiki/David_Deutsch