Excuse me?
Marie Curie, Emmy Noether (ok more a mathematician but her theories are very relevant in physics), Hodgken, Herschel, Franklin, Goeppert-Mayer, McClintock?
There are many others. Ok they are definitely a minority but one female is a bit outrageous.