Neutrons are neutral, so that we cannot use electromagnetic fields to accelerate them. This is the reason why we only accelerate and collide charged particles (protons, antiprotons, electrons, positrons). Here, the reason is thus only a practical one.
RE: Quarks - Fundamental Constituents of Matter