Numerical Optimization Methods for Metasurfaces

Wideband beam-forming metasurface with simultaneous phase and amplitude modulation

(2020) Haipeng Li et al.   OPTICS COMMUNICATIONS

Genetic algorithm optimization of high order surface etched grating tunable laser array

(2020) Michael J. Wallace et al.   OPTICS EXPRESS

Deep learning approach based on dimensionality reduction for designing electromagnetic nanostructures

(2020) Yashar Kiarashinejad et al.   npj Computational Materials

Genetic-Algorithm-Aided Meta-Atom Multiplication for Improved Absorption and Coloration in Nanophotonics

(2020) Changxu Liu et al.   ACS Photonics

Complex Inverse Design of Meta-optics by Segmented Hierarchical Evolutionary Algorithm

(2019) Zhongwei Jin et al.   ACS Nano

Robust design of topology-optimized metasurfaces

(2019) Evan W. Wang et al.   Optical Materials Express

Evolutionary Optimization of All‐Dielectric Magnetic Nanoantennas

(2019) Nicolas Bonod et al.   Advanced Optical Materials

Review of numerical optimization techniques for meta-device design [Invited]

(2019) Sawyer D. Campbell et al.   Optical Materials Express

Optimization and uncertainty quantification of gradient index metasurfaces [Invited]

(2019) Nikolai Schmitt et al.   Optical Materials Express

Inverse design of photonic topological state via machine learning

(2019) Yang Long et al.   APPLIED PHYSICS LETTERS

Visible achromatic super-oscillatory metasurfaces for sub-diffraction focusing

(2019) Dongliang Tang et al.   OPTICS EXPRESS

High-efficiency, large-area, topology-optimized metasurfaces

(2019) Thaibao Phan et al.   Light-Science & Applications

Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks

(2019) Jiaqi Jiang et al.   ACS Nano

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

(2019) Jiaqi Jiang et al.   NANO LETTERS

Design of plasmonic directional antennas via evolutionary optimization

(2019) Peter R. Wiecha et al.   OPTICS EXPRESS

Mie‐Resonant Membrane Huygens' Metasurfaces

(2019) Quanlong Yang et al.   ADVANCED FUNCTIONAL MATERIALS

Particle swarm optimized polarization beam splitter using metasurface-assisted silicon nitride Y-junction for mid-infrared wavelengths

(2019) Bohao Zhang et al.   OPTICS COMMUNICATIONS

Overlapping domains for topology optimization of large-area metasurfaces

(2019) Zin Lin et al.   OPTICS EXPRESS

Global optimization of metasurface designs using statistical learning methods

(2019) Mahmoud M. R. Elsawy et al.   Scientific Reports

Optimal High Efficiency 3D Plasmonic Metasurface Elements Revealed by Lazy Ants

(2019) Danny Z. Zhu et al.   ACS Photonics

Benchmarking Five Global Optimization Approaches for Nano-optical Shape Optimization and Parameter Reconstruction

(2019) Philipp-Immanuel Schneider et al.   ACS Photonics

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

Fast optimization method of designing a wideband metasurface without using the Pancharatnam–Berry phase

(2018) Sai Sui et al.   OPTICS EXPRESS

Fully-automated optimization of grating couplers

(2018) Logan Su et al.   OPTICS EXPRESS

Reconfigurable near-IR metasurface based on Ge2Sb2Te5 phase-change material

(2018) Alexej V. Pogrebnyakov et al.   Optical Materials Express

Inverse-Designed Broadband All-Dielectric Electromagnetic Metadevices

(2018) F. Callewaert et al.   Scientific Reports

Adaptive Genetic Algorithm for Optical Metasurfaces Design

(2018) Samad Jafar-Zanjani et al.   Scientific Reports

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Ultra-High-Efficiency Anomalous Refraction with Dielectric Metasurfaces

(2018) David Sell et al.   ACS Photonics

Topology-Optimized Multilayered Metaoptics

(2018) Zin Lin et al.   Physical Review Applied

Apochromatic singlets enabled by metasurface-augmented GRIN lenses

(2018) J. Nagar et al.   Optica

Inverse-designed photonic fibers and metasurfaces for nonlinear frequency conversion [Invited]

(2018) Chawin Sitawarin et al.   Photonics Research

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

Inverse design of large-area metasurfaces

(2018) Raphaël Pestourie et al.   OPTICS EXPRESS

Broadband infrared binary-pattern metasurface absorbers with micro-genetic algorithm optimization

(2018) Zhigang Li et al.   OPTICS LETTERS

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

An Open-Source Artificial Neural Network Model for Polarization-Insensitive Silicon-on-Insulator Subwavelength Grating Couplers

(2018) Dusan Gostimirovic et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Large-Angle, Multifunctional Metagratings Based on Freeform Multimode Geometries

(2017) David Sell et al.   NANO LETTERS

Plasmonic nanoantenna design and fabrication based on evolutionary optimization

(2017) Thorsten Feichtner et al.   OPTICS EXPRESS

Genetically optimized all-dielectric metasurfaces

(2017) Victor Egorov et al.   OPTICS EXPRESS

Analysis of material selection on dielectric metasurface performance

(2017) Jianji Yang et al.   OPTICS EXPRESS

Freestanding dielectric nanohole array metasurface for mid-infrared wavelength applications

(2017) Jun Rong Ong et al.   OPTICS LETTERS

Topology-optimized metasurfaces: impact of initial geometric layout

(2017) Jianji Yang et al.   OPTICS LETTERS

Periodic Dielectric Metasurfaces with High-Efficiency, Multiwavelength Functionalities

(2017) David Sell et al.   Advanced Optical Materials

Information metamaterials and metasurfaces

(2017) Tie Jun Cui et al.   Journal of Materials Chemistry C

Robust Design of Plasmonic Waveguide Using Gradient Index and Multiobjective Optimization

(2016) Jaehoon Jung   IEEE PHOTONICS TECHNOLOGY LETTERS

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

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

Inverse design of an ultra-compact broadband optical diode based on asymmetric spatial mode conversion

(2016) Francois Callewaert et al.   Scientific Reports

Visible Light Metasurfaces Based on Single-Crystal Silicon

(2016) David Sell et al.   ACS Photonics

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

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

Inverse Design of Metal Nanoparticles’ Morphology

(2015) Carlo Forestiere et al.   ACS Photonics

Superscattering of light optimized by a genetic algorithm

(2014) Ali Mirzaei et al.   APPLIED PHYSICS LETTERS

Subwavelength Lattice Optics by Evolutionary Design

(2014) Mark D. Huntington et al.   NANO LETTERS

Infrared broadband quarter-wave and half-wave plates synthesized from anisotropic Bézier metasurfaces

(2014) P. E. Sieber et al.   OPTICS EXPRESS

Inverse design and implementation of a wavelength demultiplexing grating coupler

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

Nanophotonic computational design

(2013) Jesse Lu et al.   OPTICS EXPRESS

Optical buffer performance enhancement using Particle Swarm Optimization in Ring-Shape-Hole Photonic Crystal Waveguide

(2013) Seyed Mohammad Mirjalili et al.   OPTIK

Robust Global Optimization of Electromagnetic Devices With Uncertain Design Parameters: Comparison of the Worst Case Optimization Methods and Multiobjective Optimization Approach Using Gradient Index

(2012) Ziyan Ren et al.   IEEE TRANSACTIONS ON MAGNETICS

Genetically Engineered Plasmonic Nanoarrays

(2012) Carlo Forestiere et al.   NANO LETTERS

Evolutionary Optimization of Optical Antennas

(2012) Thorsten Feichtner et al.   PHYSICAL REVIEW LETTERS

Mixed Integer Evolution Strategies for Parameter Optimization

(2011) Rui Li et al.   EVOLUTIONARY COMPUTATION

Inverse design of a three-dimensional nanophotonic resonator

(2011) Jesse Lu et al.   OPTICS EXPRESS

Topology optimization for nano-photonics

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

Particle-swarm optimization of broadband nanoplasmonic arrays

(2010) Carlo Forestiere et al.   OPTICS LETTERS

Extended ant colony optimization for non-convex mixed integer nonlinear programming

(2008) Martin Schlüter et al.   COMPUTERS & OPERATIONS RESEARCH