It might help to be a little more specific with your question.
Off hand, I'm not sure that a typical chemical engineering degree would meet the minimum requirements for admission into a graduate level physics program - however, the devil is in the details. Your specific course load may be sufficient - depending on the program that you're interested in. I would recommend contacting any department that you're interested into see what you need to do to qualify for their program.