22 citations · 26 across the 7 of their papers we have counts for
4 papers · 1 filter
Machine Learning-Driven Design of Mixed-Pitch Grating Couplers for Co-Packaged Optics Applications
Yu Dian Lim, Yun Da Chua, Wai Cheung Ma +2
A mixed-pitch grating coupler which can couple a wide range of wavelengths is preferred in its application in co-packaged optics (CPO). However, the design and optimization of such…
AI-Designed Photonics Gratings with Experimental Verification
Yu Dian Lim, Chuan Seng Tan
Artificial Intelligence (AI) software based on transformer model is developed to automatically design gratings for possible integrations in ion traps to perform optical addressing…
Physics-informed Transformer Model for the Design of Wavelength-filtering Ring Resonator
Yu Dian Lim, Feng Shuo Wan, Ren Jie Wan +1
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 n…
Recognizing Beam Profiles from Silicon Photonics Gratings using Transformer Model
Yu Dian Lim, Hong Yu Li, Simon Chun Kiat Goh +3
Over the past decade, there has been extensive work in developing integrated silicon photonics (SiPh) gratings for the optical addressing of trapped ion qubits in the ion trap quan…