When turning a corner my rear wheel touches the brake pad, is this normal?
You should check the wheel hubs. They may have too much free play. Take out the wheel and wiggle the axle. See Sheldon Brown's page here: http://sheldonbrown.com/cone-adjustment.html
The new brake pads may be closer to the rims than the old ones so that the fault showed up.