Here is the professional engineer answer:
Fluid mechanics lectures and CFD are both introduced in the first lecture the following way:
Non-Newtonian fluids exist.
Thats about it LOL, very specific field.
But I am a little confused what you mean exactly. Like that your model is mesh dependent not only because a too coarse mesh might skew results but also you are never gonna have a converged mesh=