The writing in general was poor. Sure the physics jokes were accurate, but none of the characters were believable as people.
I have a PhD in physics. You would be surprised at the kind of people I know. They are definitely exaggerated caricatures, but a lot of what the characters do does actually remind me of people from my departments.