Having an educational background in physics I find the Turing Machine a much more intuitive model of computation than say lambda calculus. To me this is Turing’s main contribution: linking the abstract world of computation to the physical world, and proving that a very simple physical machine can perform any computation (Turing completeness). That’s no small contribution.
Of course Turing machine is more easy to understand because... it's a theoritical machine, after all. On the other side, lambda calculus was weirder, I didn't get it until learning Haskell :D