Generalization Performance of Thermal Crosstalk Models for Programmable Photonic Integrated Circuits

Abstract

We apply physics-based and data-driven models to predict thermal crosstalk-induced resonant wavelength shift of microring resonators. Generalization of the trained models is evaluated by transferring them to predict for different resonators on the same chip.