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

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

(2018) Wei Ma et al.   ACS Nano

Exploring optimal topology of thermal cloaks by CMA-ES

(2018) Garuda Fujii et al.   APPLIED PHYSICS LETTERS

Neural network based design of metagratings

(2018) Sandeep Inampudi et al.   APPLIED PHYSICS LETTERS

Rapid Design Closure of Linear Microstrip Antenna Array Apertures Using Response Features

(2018) Slawomir Koziel et al.   IEEE Antennas and Wireless Propagation Letters

Expedited Design Closure of Antennas by Means of Trust-Region-Based Adaptive Response Scaling

(2018) Slawomir Koziel et al.   IEEE Antennas and Wireless Propagation Letters

Optimization of a Novel Nano Antenna With Two Radiation Modes Using Kriging Surrogate Models

(2018) Abdel-Karim S.O. Hassan et al.   IEEE Photonics Journal

Ultra-thin high-efficiency mid-infrared transmissive Huygens meta-optics

(2018) Li Zhang et al.   Nature Communications

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

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

Nanophotonic particle simulation and inverse design using artificial neural networks

(2018) John Peurifoy et al.   Science Advances

Fabrication and Characterization of Multi-Band Polarization Independent 3D-Printed Frequency Selective Structures with Ultra-Wide Fields of View

(2018)   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Efficient Multi-Objective Antenna Optimization with Tolerance Analysis Through the Use of Surrogate Models

(2018) John A. Easum et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Design and Optimization of 3-D Frequency-Selective Surfaces Based on a Multiobjective Lazy Ant Colony Optimization Algorithm

(2017) Danny Z. Zhu et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Who Are the “Lazy” Ants? The Function of Inactivity in Social Insects and a Possible Role of Constraint: Inactive Ants Are Corpulent and May Be Young and/or Selfish

(2017) Daniel Charbonneau et al.   INTEGRATIVE AND COMPARATIVE BIOLOGY

Learning-by-examples techniques as applied to electromagnetics

(2017) A. Massa et al.   JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS

Super directive Yagi–Uda nanoantennas with an ellipsoid reflector for optimal radiation emission

(2017) K. R. Mahmoud et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Large-Angle, Multifunctional Metagratings Based on Freeform Multimode Geometries

(2017) David Sell et al.   NANO LETTERS

Multi-element, multi-frequency lens transformations enabled by optical wavefront matching

(2017) Sawyer D. Campbell et al.   OPTICS EXPRESS

Coding metasurface for broadband microwave scattering reduction with optical transparency

(2017) Ke Chen et al.   OPTICS EXPRESS

Freestanding dielectric nanohole array metasurface for mid-infrared wavelength applications

(2017) Jun Rong Ong et al.   OPTICS LETTERS

Periodic Dielectric Metasurfaces with High-Efficiency, Multiwavelength Functionalities

(2017) David Sell et al.   Advanced Optical Materials

Optimization-based Dielectric Metasurfaces for Angle-Selective Multifunctional Beam Deflection

(2017) Jierong Cheng et al.   Scientific Reports

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

(2016) Sai Sui et al.   APPLIED PHYSICS LETTERS

Mitigating Field Enhancement in Metasurfaces and Metamaterials for High-Power Microwave Applications

(2016) Jeremy A. Bossard et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

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

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

Modularization of gradient-index optical design using wavefront matching enabled optimization

(2016) Jogender Nagar et al.   OPTICS EXPRESS

Analytical surrogate model for the aberrations of an arbitrary GRIN lens

(2016) John A. Easum et al.   OPTICS EXPRESS

On the use of surrogate models in the analytical decompositions of refractive index gradients obtained through quasiconformal transformation optics

(2016) Sawyer D Campbell et al.   Journal of Optics

Diffractive Spectral-Splitting Optical Element Designed by Adjoint-Based Electromagnetic Optimization and Fabricated by Femtosecond 3D Direct Laser Writing

(2016) T. Patrick Xiao et al.   ACS Photonics

Improved Electromagnetics Optimization: The covariance matrix adaptation evolutionary strategy.

(2015) Micah D. Gregory et al.   IEEE ANTENNAS AND PROPAGATION MAGAZINE

Expedited Geometry Scaling of Compact Microwave Passives by Means of Inverse Surrogate Modeling

(2015) Slawomir Koziel et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Reliable Microwave Modeling by Means of Variable-Fidelity Response Features

(2015) Slawomir Koziel et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Fast surrogate-assisted simulation-driven optimisation of add-drop resonators for integrated photonic circuits

(2015) Slawomir Koziel et al.   IET Microwaves Antennas & Propagation

Surrogate-assisted design optimization of photonic directional couplers

(2015) Adrian Bekasiewicz et al.   INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS

Deep learning

(2015) Yann LeCun et al.   NATURE

Inverse Design of Metal Nanoparticles’ Morphology

(2015) Carlo Forestiere et al.   ACS Photonics

Near-Ideal Optical Metamaterial Absorbers with Super-Octave Bandwidth

(2014) Jeremy A. Bossard et al.   ACS Nano

An SbD-QCTO Approach to the Synthesis of Isotropic Metamaterial Lenses

(2014) G. Oliveri et al.   IEEE Antennas and Wireless Propagation Letters

Optimization of Gradient Index Lenses Using Quasi-Conformal Contour Transformations

(2014) Donovan E. Brocker et al.   IEEE Antennas and Wireless Propagation Letters

Efficient Multi-Objective Simulation-Driven Antenna Design Using Co-Kriging

(2014) Slawomir Koziel et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

The Synthesis of Wide- and Multi-Bandgap Electromagnetic Surfaces With Finite Size and Nonuniform Capacitive Loading

(2014) Spencer H. Martin et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

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

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

A Novel Multi-Objective Optimization Framework for Designing Photonic Crystal Waveguides

(2013) Seyed Mohammad Mirjalili et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

The Wind Driven Optimization Technique and its Application in Electromagnetics

(2013) Zikri Bayraktar et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Robust mask-constrained linear array synthesis through an interval-based particle SWARM optimisation

(2013) Luca Manica et al.   IET Microwaves Antennas & Propagation

Nanophotonic computational design

(2013) Jesse Lu et al.   OPTICS EXPRESS

Achromatic GRIN singlet lens design

(2013) Richard A. Flynn et al.   OPTICS EXPRESS

Adjoint shape optimization applied to electromagnetic design

(2013) Christopher M. Lalau-Keraly et al.   OPTICS EXPRESS

Multiobjective optimization in integrated photonics design

(2013) Denis Gagnon et al.   OPTICS LETTERS

Multiple-gradient descent algorithm (MGDA) for multiobjective optimization

(2012) Jean-Antoine Désidéri   COMPTES RENDUS MATHEMATIQUE

Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework

(2012) David Hadka et al.   EVOLUTIONARY COMPUTATION

Genetically Engineered Plasmonic Nanoarrays

(2012) Carlo Forestiere et al.   NANO LETTERS

Nanoplasmonics: Classical down to the Nanometer Scale

(2012) Huigao Duan et al.   NANO LETTERS

Evolutionary Optimization of Optical Antennas

(2012) Thorsten Feichtner et al.   PHYSICAL REVIEW LETTERS

Differential Evolution as Applied to Electromagnetics

(2011) P. Rocca et al.   IEEE ANTENNAS AND PROPAGATION MAGAZINE

Fast Optimization of Electromagnetic Design Problems Using the Covariance Matrix Adaptation Evolutionary Strategy

(2011) Micah D. Gregory et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

A Self-Learning Particle Swarm Optimizer for Global Optimization Problems

(2011) Changhe Li et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Robust topology optimization of photonic crystal waveguides with tailored dispersion properties

(2011) Fengwen Wang et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Topology optimization for nano-photonics

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

Two-step method for lens system design

(2010) Lei Li et al.   OPTICS EXPRESS

Newton's Method for Multiobjective Optimization

(2009) J. Fliege et al.   SIAM JOURNAL ON OPTIMIZATION

Synthesis design of artificial magnetic metamaterials using a genetic algorithm

(2008) P. Y. Chen et al.   OPTICS EXPRESS