Generation of beam profiles from chip-to-free-space coupling using deep neural network

• Main Authors: Lim, Yu Dian, Tan, Chuan Seng
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2025
• 主題: Engineering; Training; Visualization
• 在線閱讀: https://hdl.handle.net/10356/182547; https://www.eptc-ieee.net/
• 機構: Nanyang Technological University

Three-dimensional (3D) simulation of light propagating from silicon photonics (SiPh) gratings to free space using the finite-difference time-domain (FDTD) technique can be time-consuming, with simulation times reaching up to 12 hours. To address this issue, we propose a deep neural network (DNN) mod...