Deep learning approach based on dimensionality reduction for designing electromagnetic nanostructures

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

(2018) Wei Ma et al.   ACS Nano

Neural network based design of metagratings

(2018) Sandeep Inampudi et al.   APPLIED PHYSICS LETTERS

A broadband achromatic metalens for focusing and imaging in the visible

(2018) Wei Ting Chen et al.   Nature Nanotechnology

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

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

Ultrafast Control of Phase and Polarization of Light Expedited by Hot-Electron Transfer

(2018) Mohammad Taghinejad et al.   NANO LETTERS

Inverse design in nanophotonics

(2018) Sean Molesky et al.   Nature Photonics

Supervised learning and dimension reduction techniques for quantification of retinal fluid in optical coherence tomography images

(2017) A Breger et al.   EYE

Experimental Demonstration of Feature Extraction and Dimensionality Reduction Using Memristor Networks

(2017) Shinhyun Choi et al.   NANO LETTERS

Planar metasurface retroreflector

(2017) Amir Arbabi et al.   Nature Photonics

Phase-change materials for non-volatile photonic applications

(2017) M. Wuttig et al.   Nature Photonics

Plasmonic computing of spatial differentiation

(2017) Tengfeng Zhu et al.   Nature Communications

Calculating with light using a chip-scale all-optical abacus

(2017) J. Feldmann et al.   Nature Communications

Inverse Design and Demonstration of a Compact on-Chip Narrowband Three-Channel Wavelength Demultiplexer

(2017) Logan Su et al.   ACS Photonics

Fabrication-constrained nanophotonic inverse design

(2017) Alexander Y. Piggott et al.   Scientific Reports

Active dielectric metasurface based on phase-change medium

(2016) Cheng Hung Chu et al.   Laser & Photonics Reviews

Gate-Tunable Conducting Oxide Metasurfaces

(2016) Yao-Wei Huang et al.   NANO LETTERS

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

All-dielectric metamaterials

(2016) Saman Jahani et al.   Nature Nanotechnology

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

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

Metalenses at visible wavelengths: Diffraction-limited focusing and subwavelength resolution imaging

(2016) Mohammadreza Khorasaninejad et al.   SCIENCE

Dimensionality Reduction Based Optimization Algorithm for Sparse 3-D Image Reconstruction in Diffuse Optical Tomography

(2016) Tanmoy Bhowmik et al.   Scientific Reports

Dielectric metasurfaces for complete control of phase and polarization with subwavelength spatial resolution and high transmission

(2015) Amir Arbabi et al.   Nature Nanotechnology

Integrated all-photonic non-volatile multi-level memory

(2015) Carlos Ríos et al.   Nature Photonics

Analog computing using graphene-based metalines

(2015) Sajjad AbdollahRamezani et al.   OPTICS LETTERS

Mid-infrared plasmonic biosensing with graphene

(2015) D. Rodrigo et al.   SCIENCE

High-Efficiency Dielectric Huygens’ Surfaces

(2015) Manuel Decker et al.   Advanced Optical Materials

High-speed plasmonic phase modulators

(2014) A. Melikyan et al.   Nature Photonics

Inverse design and implementation of a wavelength demultiplexing grating coupler

(2014) Alexander Y. Piggott et al.   Scientific Reports

Optical property dimensionality reduction techniques for accelerated radiative transfer performance: Application to remote sensing total ozone retrievals

(2013) Dmitry Efremenko et al.   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER

Nanophotonic computational design

(2013) Jesse Lu et al.   OPTICS EXPRESS

Planar Photonics with Metasurfaces

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

High-Efficiency Broadband Anomalous Reflection by Gradient Meta-Surfaces

(2012) Shulin Sun et al.   NANO LETTERS

Taming the Blackbody with Infrared Metamaterials as Selective Thermal Emitters

(2011) Xianliang Liu et al.   PHYSICAL REVIEW LETTERS

Light Propagation with Phase Discontinuities: Generalized Laws of Reflection and Refraction

(2011) N. Yu et al.   SCIENCE

Neural Network Inverse Modeling and Applications to Microwave Filter Design

(2008) H. Kabir et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Resonant bonding in crystalline phase-change materials

(2008) Kostiantyn Shportko et al.   NATURE MATERIALS

Low modal volume dipole-like dielectric slab resonator

(2008) Alexander Gondarenko et al.   OPTICS EXPRESS