Do bullet trains vibrate? That is why the front cars of the Shinkansen trains are tapered like the nose of an airplane. (2) Minimizing vibration: When trains reach high speeds, the wheels vibrate on the rails. If this vibration reaches the passenger compartments, it can make them fall apart.