Machine-learning-assisted metasurface design for high-efficiency thermal emitter optimization

Gap-Surface Plasmon Metasurfaces for Broadband Circular-to-Linear Polarization Conversion and Vector Vortex Beam Generation

(2019) Jacob T. Heiden et al.   Advanced Optical Materials

Nanophotonic engineering of far-field thermal emitters

(2019) Denis G. Baranov et al.   NATURE MATERIALS

Large-Scale Optical Neural Networks Based on Photoelectric Multiplication

(2019) Ryan Hamerly et al.   Physical Review X

Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks

(2019) Jiaqi Jiang et al.   ACS Nano

Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi-Supervised Learning Strategy

(2019) Wei Ma et al.   ADVANCED MATERIALS

Global Optimization of Dielectric Metasurfaces Using a Physics-Driven Neural Network

(2019) Jiaqi Jiang et al.   NANO LETTERS

Efficient broadband infrared absorbers based on core-shell nanostructures

(2019) Henrik A. Parsamyan et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

All-optical neural network with nonlinear activation functions

(2019) Ying Zuo et al.   Optica

Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials

(2018) Wei Ma et al.   ACS Nano

Generative Adversarial Networks: An Overview

(2018) Antonia Creswell et al.   IEEE SIGNAL PROCESSING MAGAZINE

Inverse-Designed Broadband All-Dielectric Electromagnetic Metadevices

(2018) F. Callewaert et al.   Scientific Reports

Nanophotonic particle simulation and inverse design using artificial neural networks

(2018) John Peurifoy et al.   Science Advances

Generative Model for the Inverse Design of Metasurfaces

(2018) Zhaocheng Liu et al.   NANO LETTERS

Plasmonic metasurfaces for subtractive color filtering: optimized nonlinear regression models

(2018) Walied Sabra et al.   OPTICS LETTERS

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Plasmonic nanostructure design and characterization via Deep Learning

(2018) Itzik Malkiel et al.   Light-Science & Applications

A non-linear material interpolation for design of metallic nano-particles using topology optimization

(2018) Rasmus E. Christiansen et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Inverse design in nanophotonics

(2018) Sean Molesky et al.   Nature Photonics

Ultra-thin titanium nitride films for refractory spectral selectivity [Invited]

(2018) Alexander S. Roberts et al.   Optical Materials Express

Near-unity, full-spectrum, nanoscale solar absorbers and near-perfect blackbody emitters

(2018) Guiqiang Liu et al.   SOLAR ENERGY MATERIALS AND SOLAR CELLS

Large-Angle, Multifunctional Metagratings Based on Freeform Multimode Geometries

(2017) David Sell et al.   NANO LETTERS

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Temperature-Dependent Optical Properties of Plasmonic Titanium Nitride Thin Films

(2017) Harsha Reddy et al.   ACS Photonics

Material-assisted metamaterial: a new dimension to create functional metamaterial

(2017) Wei-Yi Tsai et al.   Scientific Reports

Topology optimized mode multiplexing in silicon-on-insulator photonic wire waveguides

(2016) Louise F. Frellsen et al.   OPTICS EXPRESS

Diffractive Spectral-Splitting Optical Element Designed by Adjoint-Based Electromagnetic Optimization and Fabricated by Femtosecond 3D Direct Laser Writing

(2016) T. Patrick Xiao et al.   ACS Photonics

Refractory Plasmonics with Titanium Nitride: Broadband Metamaterial Absorber

(2014) Wei Li et al.   ADVANCED MATERIALS

Plasmonics: Refractory Plasmonics with Titanium Nitride: Broadband Metamaterial Absorber (Adv. Mater. 47/2014)

(2014) Wei Li et al.   ADVANCED MATERIALS

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

(2014) H. Men et al.   OPTICS EXPRESS

Ultra-high-efficiency metamaterial polarizer

(2014) Bing Shen et al.   Optica

Planar Photonics with Metasurfaces

(2013) A. V. Kildishev et al.   SCIENCE

Computational Aerodynamics: Solvers and Shape Optimization

(2012) Luigi Martinelli et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME

Efficient absorption of visible radiation by gap plasmon resonators

(2012) Michael G. Nielsen et al.   OPTICS EXPRESS

Enabling high-temperature nanophotonics for energy applications

(2012) Y. X. Yeng et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Robust topology optimization of photonic crystal waveguides with tailored dispersion properties

(2011) Fengwen Wang et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Design of robust and efficient photonic switches using topology optimization

(2011) Y. Elesin et al.   Photonics and Nanostructures-Fundamentals and Applications

Broadband Light Bending with Plasmonic Nanoantennas

(2011) X. Ni et al.   SCIENCE

Topology optimization for nano-photonics

(2010) J.S. Jensen et al.   Laser & Photonics Reviews

Infrared Perfect Absorber and Its Application As Plasmonic Sensor

(2010) Na Liu et al.   NANO LETTERS

Design of one-dimensional optical pulse-shaping filters by time-domain topology optimization

(2009) Lirong Yang et al.   APPLIED PHYSICS LETTERS

Two-dimensional tungsten photonic crystals as selective thermal emitters

(2008) Ivan Celanovic et al.   APPLIED PHYSICS LETTERS

Design of Optical Circuit Devices Using Topology Optimization Method With Function-Expansion- Based Refractive Index Distribution

(2008) Yasuhide Tsuji et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

Low modal volume dipole-like dielectric slab resonator

(2008) Alexander Gondarenko et al.   OPTICS EXPRESS