Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning

Pushing the limits of optical information storage using deep learning

(2019) Peter R. Wiecha et al.   Nature Nanotechnology

Migrating Knowledge between Physical Scenarios Based on Artificial Neural Networks

(2019) Yurui Qu et al.   ACS Photonics

Deep learning for accelerated all-dielectric metasurface design

(2019) Christian C. Nadell et al.   OPTICS EXPRESS

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

(2018) Wei Ma et al.   ACS Nano

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Valence Electron Density-Dependent Pseudopermittivity for Nonlocal Effects in Optical Properties of Metallic Nanoparticles

(2018) Chao Chen et al.   ACS Photonics

A Survey of Clustering with Deep Learning: From the Perspective of Network Architecture

(2018) Erxue Min et al.   IEEE Access

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 nanostructure design and characterization via Deep Learning

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

Seeded transfer learning for regression problems with deep learning

(2018) Syed Moshfeq Salaken et al.   EXPERT SYSTEMS WITH APPLICATIONS

Electromagnetic reprogrammable coding-metasurface holograms

(2017) Lianlin Li et al.   Nature Communications

From the generalized reflection law to the realization of perfect anomalous reflectors

(2017) Ana Díaz-Rubio et al.   Science Advances

Symmetry-based coding method and synthesis topology optimization design of ultra-wideband polarization conversion metasurfaces

(2016) Sai Sui et al.   APPLIED PHYSICS LETTERS

Reflectionless Wide-Angle Refracting Metasurfaces

(2016) Joseph P. S. Wong et al.   IEEE Antennas and Wireless Propagation Letters

Multifunctional Microstrip Array Combining a Linear Polarizer and Focusing Metasurface

(2016) He-Xiu Xu et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Convolution Operations on Coding Metasurface to Reach Flexible and Continuous Controls of Terahertz Beams

(2016) Shuo Liu et al.   Advanced Science

Field-programmable beam reconfiguring based on digitally-controlled coding metasurface

(2016) Xiang Wan et al.   Scientific Reports

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Principles of electromagnetic waves in metasurfaces

(2015) XianGang Luo   Science China-Physics Mechanics & Astronomy

Broadband diffusion of terahertz waves by multi-bit coding metasurfaces

(2015) Li-Hua Gao et al.   Light-Science & Applications

Simultaneous Control of Light Polarization and Phase Distributions Using Plasmonic Metasurfaces

(2014) Jianxiong Li et al.   ADVANCED FUNCTIONAL MATERIALS

Wideband radar cross section reduction using two-dimensional phase gradient metasurfaces

(2014) Yongfeng Li et al.   APPLIED PHYSICS LETTERS

Planar bifunctional Luneburg-fisheye lens made of an anisotropic metasurface

(2014) Xiang Wan et al.   Laser & Photonics Reviews

Broadband and Broad-Angle Low-Scattering Metasurface Based on Hybrid Optimization Algorithm

(2014) Ke Wang et al.   Scientific Reports

Coding metamaterials, digital metamaterials and programmable metamaterials

(2014) Tie Jun Cui et al.   Light-Science & Applications

An Overview of the Theory and Applications of Metasurfaces: The Two-Dimensional Equivalents of Metamaterials

(2012) C. L. Holloway et al.   IEEE ANTENNAS AND PROPAGATION MAGAZINE

Dispersionless Phase Discontinuities for Controlling Light Propagation

(2012) Lingling Huang et al.   NANO LETTERS

Flat metasurfaces to focus electromagnetic waves in reflection geometry

(2012) Xin Li et al.   OPTICS LETTERS

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

(2011) N. Yu et al.   SCIENCE

Low-Loss Plasmonic Metamaterials

(2011) A. Boltasseva et al.   SCIENCE

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Neural Network Inverse Modeling and Applications to Microwave Filter Design

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