Do I need to know what research area of physics I want to pursue to apply?


No, you do not need to be sure of your research interests at the start of the program, although you should have a general interest in one of the areas of research of the faculty in the Department.  During the first year of study, you will have adequate time to examine the research areas and find an advisor and topic area.