Conference
Using Machine Learning Pattern Recognition to Enhance Silicon Photonic Design and Fabrication
Abstract
ML enhances silicon photonics by enabling efficient exploration of complex design spaces and correcting geometrical deviations in fabrication. Our approaches generate optimal designs with better confidence, while reducing calibration runs, saving time and cost.
Authors
Xu D-X; Zhang JH; Melati D; Al-Digeil M; Zheng Y; Janz S; Schmid JH; Cheben P; Grinberg Y; Gostimirovic D
Publisher
Optica Publishing Group
DOI
10.1364/iprsn.2023.im3c.4
Name of conference
Advanced Photonics Congress 2023