Compounding Meta‐Atoms into Metamolecules with Hybrid Artificial Intelligence Techniques

Compound Metaoptics for Amplitude and Phase Control of Wave Fronts

(2019) Brian O. Raeker et al.   PHYSICAL REVIEW LETTERS

Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks

(2019) Jiaqi Jiang et al.   ACS Nano

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

(2018) Wei Ma et al.   ACS Nano

A broadband achromatic metalens in the visible

(2018) Shuming Wang et al.   Nature Nanotechnology

A topological quantum optics interface

(2018) Sabyasachi Barik et al.   SCIENCE

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Topology-Optimized Multilayered Metaoptics

(2018) Zin Lin et al.   Physical Review Applied

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

Planning chemical syntheses with deep neural networks and symbolic AI

(2018) Marwin H. S. Segler et al.   NATURE

Inverse molecular design using machine learning: Generative models for matter engineering

(2018) Benjamin Sanchez-Lengeling et al.   SCIENCE

Plasmonic nanostructure design and characterization via Deep Learning

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

Inverse design in nanophotonics

(2018) Sean Molesky et al.   Nature Photonics

Large-Angle, Multifunctional Metagratings Based on Freeform Multimode Geometries

(2017) David Sell et al.   NANO LETTERS

Machine learning phases of matter

(2017) Juan Carrasquilla et al.   Nature Physics

Nonlinear photonic metasurfaces

(2017) Guixin Li et al.   Nature Reviews Materials

Fundamental limits of ultrathin metasurfaces

(2017) Amir Arbabi et al.   Scientific Reports

Inverse design and demonstration of a compact and broadband on-chip wavelength demultiplexer

(2015) Alexander Y. Piggott et al.   Nature Photonics

An ultrathin invisibility skin cloak for visible light

(2015) X. Ni et al.   SCIENCE

Nanoplasmonic waveguides: towards applications in integrated nanophotonic circuits

(2015) Yurui Fang et al.   Light-Science & Applications

Catenary optics for achromatic generation of perfect optical angular momentum

(2015) M. Pu et al.   Science Advances

Flat optics with designer metasurfaces

(2014) Nanfang Yu et al.   NATURE MATERIALS

High Performance Bianisotropic Metasurfaces: Asymmetric Transmission of Light

(2014) Carl Pfeiffer et al.   PHYSICAL REVIEW LETTERS

Terahertz Metamaterials for Linear Polarization Conversion and Anomalous Refraction

(2013) N. K. Grady et al.   SCIENCE

Highly Efficient Light-Trapping Structure Design Inspired By Natural Evolution

(2013) Chen Wang et al.   Scientific Reports

Topology optimization for nano-photonics

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

A Hypercube-Based Encoding for Evolving Large-Scale Neural Networks

(2009) Kenneth O. Stanley et al.   ARTIFICIAL LIFE

Nanostructured Metal Film with Asymmetric Optical Transmission

(2008) A. S. Schwanecke et al.   NANO LETTERS