Physics dissertation: Do I give a reference every time I mention a certain piece of work?
Yes indeed. For several reasons: 


people might not read your work sequentially, from page 1 to the end;
people might forget that there was already a citation somewhere;
people don't want to recall all previous citations;
the context is different and people don't assume that the reference is the same.