NanoComp / photonics-opt-testbed

testbed problems for photonics optimization
MIT License
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avoid sharp resonance in grating coupler #9

Open stevengj opened 2 years ago

stevengj commented 2 years ago

As discussed in #5, the current metagrating design exhibits a sharp resonance in the S-polarization response, which makes the result inherently non-robust (to small perturbations in discretization etc) and hard to reproduce.

One option is to re-do the optimization for only the P polarization. However, it is possible that optimizing only for P will generate a sharp resonance in P, in which case some robustification method will be required — e.g. optimizing a minimax over a bandwidth (or some other set of perturbations, e.g. dilation/erosion).