Inverse design of near unity efficiency perfectly vertical grating couplers

A Michaels, E Yablonovitch - Optics express, 2018 - opg.optica.org
… In general, we design grating couplers with the intention of coupling an input waveguide
mode to a desired output waveguide (eg an optical fiber) or free-space mode. As is such, the …

Inverse design and demonstration of broadband grating couplers

NV Sapra, D Vercruysse, L Su, KY Yang… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
… We apply our inverse design approach to the layer stack used in [23] (air-cladded, 220 nm
SOI, 3 μm buried oxide (BOX) layer), operating conditions (1550 nm source), and feature size (…

[HTML][HTML] Inverse design and implementation of a wavelength demultiplexing grating coupler

AY Piggott, J Lu, TM Babinec, KG Lagoudakis… - Scientific reports, 2014 - nature.com
… Here, we provide a full demonstration of the inverse design technique's power by … -demultiplexing
grating coupler fabricated in silicon-on-insulator (SOI). The grating accepts a vertically …

[HTML][HTML] Inverse design of grating couplers using the policy gradient method from reinforcement learning

S Hooten, RG Beausoleil, T Van Vaerenbergh - Nanophotonics, 2021 - degruyter.com
… in the design of photonic devices, such as grating couplers. We show that PHORCED obtains
better performing grating coupler designs than local gradient-based inverse design via the …

Multi-layer inverse design of vertical grating couplers for high-density, commercial foundry interconnects

AM Hammond, JB Slaby, MJ Probst, SE Ralph - Optics Express, 2022 - opg.optica.org
… degree of photonics inverse design which is experimentally realized in this work. … non-intuitive
design methodologies (ie, inverse design) are a fundamentally important design resource …

Analysis of deep neural network models for inverse design of silicon photonic grating coupler

X Tu, W Xie, Z Chen, MF Ge, T Huang… - Journal of Lightwave …, 2021 - opg.optica.org
… In summary, both forward and inverse design approaches based on DNN to design a silicon
photonic grating coupler are studied comparably. To the best of our knowledge, this is the …

[HTML][HTML] Foundry-fabricated grating coupler demultiplexer inverse-designed via fast integral methods

C Sideris, A Khachaturian, AD White, OP Bruno… - Communications …, 2022 - nature.com
… The simulation and inverse design approach used in this paper for modeling and optimization
of the grating coupler wavelength demultiplexer is described in detail in Sideris et al. . …

Inverse design of a Si-based high-performance vertical-emitting meta-grating coupler on a 220 nm silicon-on-insulator platform

J Yoon, JY Kim, J Kim, H Yoon, B Neşeli… - Photonics …, 2023 - opg.optica.org
designed grating coupler differs from this design in that we have fabricated and experimentally
verified the designed grating coupler. … in both designs, our designed grating coupler was …

[HTML][HTML] Grating couplers on silicon photonics: Design principles, emerging trends and practical issues

L Cheng, S Mao, Z Li, Y Han, HY Fu - Micromachines, 2020 - mdpi.com
coupling efficiency, polarization and wavelength sensitivity. Finally, we discuss some emerging
research topics on grating couplers… as non-uniform GCs using inverse design [87,88] that …

[HTML][HTML] Optimization of Grating Coupler over Single-Mode Silicon-on-Insulator Waveguide to Reach< 1 dB Loss through Deep-Learning-Based Inverse Design

CC Lin, A Na, YK Wu, L Wang, N Na - Photonics, 2024 - mdpi.com
… an inverse design process to optimize the fin grating coupler and achieve <1 dB loss on 220
nm SOI, which is the lowest loss for grating couplers … the grating coupler performances in the …