You are almost correct. Due to the fact that Dark Energy would require asymptotical amounts of energy, the collider would have to be larger than the universe.

Because the matter-antimatter problem is solved by a particle of Hydrogen between them, removing could be done with proper accelerator energy. Since Dark Matter is composed of the universe of Hydrogen particles, removing them would cause the universe of matter to become non-existent.