We can lowpass filter the data and flatten it out for analysis.
Another method to model is to do on chip calibration structures to subtract out the difference.
We can do curve fitting for our model as well, we do this fining peaks or auto correlation to find period of our signal. We can compensate for group index and dispersion in our waveguide. We can then decide if our experimental results match our simulated results.
Fabrication