the stuff you're talking about is what physicists call "low energy" particle physics. There is nothing wrong with that field but it's been around a while and it is not what CERN and other groups are doing.
The problem is to deduct second order laws and rules behind the observed bits and screws flying. Car factories, assembly lines and cnc machines..
By use of horrible metaphors, we summone the oh might particle physicists into the cycle of cyclotron..
PS: Material science wouldnt know what it would get away with outside of try and error - without particle physics..