The math has been explained. It is straightforward and aligns with every scintilla of scientific discovery in human history. Those wishing for the existence of aliens don't have to ignore all of the science, just a lot of it.
Space is vast and physically there is a lot of room. We can't get to it all and if aliens existed they might not be able to get here. Their data and creations could though. But there is none.