In the dispersive readout of a qubit coupled to a resonator, a microwave pulse is applied to the resonator and the phase shift of the reflected pulse is used to determine the resonant frequency of the resonator, which depends on the state of the qubit. I understand how the state of the qubit affects the resonant frequency of the resonator, but I do not understand how to relate the measured phase shift to this shifted resonant frequency.
Specifically, I ask if there is an equation that relates the phase shift of a reflected microwave pulse to the resonant frequency of the resonator. I imagine the answer has to do with how transmission line resonators work, but I am not too familiar with these. Is there a way to relate the answer to the classic RLC circuit equations?