Software-defined nanophotonic devices and systems empowered by machine learning

Y Xu, B Xiong, W Ma, Y Liu - Progress in Quantum Electronics, 2023 - Elsevier
Nanophotonic devices, such as metasurfaces and silicon photonic components, have been
progressively demonstrated to be efficient and versatile alternatives to their bulky …

Multiscale optical field manipulation via planar digital optics

X Luo - ACS Photonics, 2023 - ACS Publications
Replacing curved and bulky optical elements with thin and lightweight counterparts is a
persistent pursuit of the optical society. Metasurfaces, as two-dimensional artificial …

Integrated structured light manipulation

J Wang, K Li, Z Quan - Photonics Insights, 2024 - spiedigitallibrary.org
Structured light, also known as tailored light, shaped light, sculpted light, or custom light,
refers to a series of special light beams with spatially variant amplitudes and phases …

An improved Pareto front modeling algorithm for large-scale many-objective optimization

A Panichella - Proceedings of the Genetic and Evolutionary …, 2022 - dl.acm.org
A key idea in many-objective optimization is to approximate the optimal Pareto front using a
set of representative non-dominated solutions. The produced solution set should be close to …

Inverse design of optical switch based on bilevel optimization inspired by meta-learning

B Lou, JA Rodriguez, B Wang, M Cappelli, S Fan - ACS Photonics, 2023 - ACS Publications
We introduce the concept of meta-learning into the design of active optical switches. An
optical switch consists of both tunable and nontunable elements. It has been difficult to apply …

Free-Space Beam Steering with Twisted Bilayer Photonic Crystal Slabs

B Lou, H Tang, F Du, G Gao, E Mazur, S Fan - ACS Photonics, 2024 - ACS Publications
We numerically demonstrate the inverse design of a structure for free-space beam steering,
based on twisted bilayer photonic crystal slabs. The structure consists of two photonic crystal …

Fast inverse design of 3D nanophotonic devices using boundary integral methods

E Garza, C Sideris - ACS Photonics, 2022 - ACS Publications
Recent developments in the computational automated design of electromagnetic devices,
otherwise known as inverse design, have significantly enhanced the design process for …

Topologically-optimized on-chip metamaterials for ultra-short-range light focusing and mode-size conversion

W Ma, M Hou, R Luo, B Xiong, N Liu, G Liu, T Chu - Nanophotonics, 2023 - degruyter.com
The concept of metamaterials offers a flexible pathway to manipulate the macroscopic
behavior of light by delicately designed microscopic subwavelength structures, which has …

Advances in machine learning optimization for classical and quantum photonics

M Sanchez, C Everly, PA Postigo - JOSA B, 2024 - opg.optica.org
The development and optimization of photonic devices and various other nanostructure
electromagnetic devices present a computationally intensive task. Much optimization relies …

An integrated optical circuit architecture for inverse-designed silicon photonic components

D Gostimirovic, R Soref - Sensors, 2023 - mdpi.com
In this work, we demonstrate a compact toolkit of inverse-designed, topologically optimized
silicon photonic devices that are arranged in a “plug-and-play” fashion to realize many …