Topological encoding method for data-driven photonics inverse design

Efficient spectrum prediction and inverse design for plasmonic waveguide systems based on artificial neural networks

(2019) Tian Zhang et al.   Photonics Research

Metasurfaces for Near-Eye Augmented Reality

(2019) Shoufeng Lan et al.   ACS Photonics

Deep Neural Network Inverse Design of Integrated Photonic Power Splitters

(2019) Mohammad H. Tahersima et al.   Scientific Reports

Optimisation of colour generation from dielectric nanostructures using reinforcement learning

(2019) Iman Sajedian et al.   OPTICS EXPRESS

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

Neural networks for inverse design of phononic crystals

(2019) Chen-Xu Liu et al.   AIP Advances

Photonics Inverse Design: Pairing Deep Neural Networks With Evolutionary Algorithms

(2019) Ravi S. Hegde   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Deep Learning Meets Nanophotonics: A Generalized Accurate Predictor for Near Fields and Far Fields of Arbitrary 3D Nanostructures

(2019) Peter R. Wiecha et al.   NANO LETTERS

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

(2018) Wei Ma et al.   ACS Nano

Generative Model for the Inverse Design of Metasurfaces

(2018) Zhaocheng Liu et al.   NANO LETTERS

Quantum metasurface for multiphoton interference and state reconstruction

(2018) Kai Wang et al.   SCIENCE

Plasmonic nanostructure design and characterization via Deep Learning

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

Subwavelength Artificial Structures: Opening a New Era for Engineering Optics

(2018) Xiangang Luo   ADVANCED MATERIALS

Inverse design in nanophotonics

(2018) Sean Molesky et al.   Nature Photonics

Optimization of photonic crystal nanocavities based on deep learning

(2018) Takashi Asano et al.   OPTICS EXPRESS

Metasurface eyepiece for augmented reality

(2018) Gun-Yeal Lee et al.   Nature Communications

Evolutionary multi-objective optimization of colour pixels based on dielectric nanoantennas

(2016) Peter R. Wiecha et al.   Nature Nanotechnology

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

(2016) Mohammadreza Khorasaninejad et al.   SCIENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Dielectric gradient metasurface optical elements

(2014) D. Lin et al.   SCIENCE

Highly Efficient Light-Trapping Structure Design Inspired By Natural Evolution

(2013) Chen Wang et al.   Scientific Reports

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

(2011) N. Yu et al.   SCIENCE

Topology optimization for nano-photonics

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