Inverse design in nanophotonics

S Molesky, Z Lin, AY Piggott, W Jin, J Vucković… - Nature …, 2018 - nature.com
Recent advancements in computational inverse-design approaches—algorithmic
techniques for discovering optical structures based on desired functional characteristics …

Silicon photonics circuit design: methods, tools and challenges

W Bogaerts, L Chrostowski - Laser & Photonics Reviews, 2018 - Wiley Online Library
Silicon Photonics technology is rapidly maturing as a platform for larger‐scale photonic
circuits. As a result, the associated design methodologies are also evolving from component …

Training deep neural networks for the inverse design of nanophotonic structures

D Liu, Y Tan, E Khoram, Z Yu - Acs Photonics, 2018 - ACS Publications
Data inconsistency leads to a slow training process when deep neural networks are used for
the inverse design of photonic devices, an issue that arises from the fundamental property of …

Large-scale parametrized metasurface design using adjoint optimization

M Mansouree, A McClung, S Samudrala… - Acs Photonics, 2021 - ACS Publications
Optical metasurfaces are planar arrangements of subwavelength meta-atoms that
implement a wide range of transformations on incident light. The design of efficient …

Nanophotonic computational design

J Lu, J Vučković - Optics express, 2013 - opg.optica.org
In contrast to designing nanophotonic devices by tuning a handful of device parameters, we
have developed a computational method which utilizes the full parameter space to design …

High-performance hybrid time/frequency-domain topology optimization for large-scale photonics inverse design

AM Hammond, A Oskooi, M Chen, Z Lin… - Optics …, 2022 - opg.optica.org
We present a photonics topology optimization (TO) package capable of addressing a wide
range of practical photonics design problems, incorporating robustness and manufacturing …

Multiplexed supercell metasurface design and optimization with tandem residual networks

C Yeung, JM Tsai, B King, B Pham, D Ho, J Liang… - …, 2021 - degruyter.com
Complex nanophotonic structures hold the potential to deliver exquisitely tailored optical
responses for a range of applications. Metal–insulator–metal (MIM) metasurfaces arranged …

Robust topology optimization of three-dimensional photonic-crystal band-gap structures

H Men, KYK Lee, RM Freund, J Peraire… - Optics express, 2014 - opg.optica.org
We perform full 3D topology optimization (in which “every voxel” of the unit cell is a degree of
freedom) of photonic-crystal structures in order to find optimal omnidirectional band gaps for …

Machine learning for integrated quantum photonics

ZA Kudyshev, VM Shalaev, A Boltasseva - Acs Photonics, 2020 - ACS Publications
Realization of integrated quantum photonics is a key step toward scalable quantum
applications such as quantum computing, sensing, information processing, and quantum …

[HTML][HTML] Computational inverse design for ultra-compact single-piece metalenses free of chromatic and angular aberration

Z Lin, C Roques-Carmes, RE Christiansen… - Applied Physics …, 2021 - pubs.aip.org
We present full-Maxwell topology-optimization design of a single-piece multilayer metalens,
about 10 wavelengths λ in thickness, which simultaneously focuses over a 60 angular range …