Physics-informed Transformer Model for the Design of Wavelength-filtering Ring Resonator

2025/04/23 by Lim, Yu Dian, Wan, Feng Shuo, Wan, Ren Jie +1
#Applied Physics (physics.app-ph) #FOS: Physical sciences #Optics (physics.optics)

paper · doi:10.48550/arxiv.2504.17144

Abstract

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.

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