We have developed a physics-informed transformer model to suggest design parameters in wavelength-filtering ring resonator, that suit a given pair of resonant wavelengths with <6 nm errors. The model provides a versatile method for rapid and accurate design of resonators corresponding to various resonant wavelengths.
@article{arxiv.2504.17144,
title = {Physics-informed Transformer Model for the Design of Wavelength-filtering Ring Resonator},
author = {Yu Dian Lim and Feng Shuo Wan and Ren Jie Wan and Chuan Seng Tan},
journal= {arXiv preprint arXiv:2504.17144},
year = {2025}
}