Pushing the limits of optical information storage using deep learning

PR Wiecha, A Lecestre, N Mallet, G Larrieu - Nature nanotechnology, 2019 - nature.com
Diffraction drastically limits the bit density in optical data storage. To increase the storage
density, alternative strategies involving supplementary recording dimensions and robust …

Submicrometer nanostructure-based RGB filters for CMOS image sensors

J Berzinš, S Fasold, T Pertsch, SMB Bäumer… - Acs …, 2019 - ACS Publications
Digital color imaging relies on spectral filters on top of a pixelated sensor, such as a CMOS
image sensor. An important parameter of imaging devices is their resolution, which depends …

Inverse design with flexible design targets via deep learning: Tailoring of electric and magnetic multipole scattering from nano-spheres

A Estrada-Real, A Khaireh-Walieh, B Urbaszek… - Photonics and …, 2022 - Elsevier
Deep learning is a promising, ultra-fast approach for inverse design in nano-optics, but
despite fast advancement of the field, the computational cost of dataset generation, as well …

Design of plasmonic directional antennas via evolutionary optimization

PR Wiecha, C Majorel, C Girard, A Cuche, V Paillard… - Optics express, 2019 - opg.optica.org
We demonstrate inverse design of plasmonic nanoantennas for directional light scattering.
Our method is based on a combination of full-field electrodynamical simulations via the …

Fast Fourier factorization for differential method and RCWA: a powerful tool for the modeling of non-lamellar metallic diffraction gratings

H Mohamad, S Essaidi, S Blaize, D Macias… - Optical and Quantum …, 2020 - Springer
The rigorous coupled-wave analysis (RCWA), also known as Fourier modal method, is one
of the most popular methods for the modeling of diffraction gratings. It has been proven to be …

All-dielectric high saturation structural colors enhanced by multipolar modulated metasurfaces

H Li, Y Xu, X Zhang, X Xiao, F Zhou, Z Zhang - Optics Express, 2022 - opg.optica.org
A visible light depth modulation based on a metasurface consisting of TiO_2 nanorings and
SiO_2 substrate is proposed to significantly enhance the saturation and structural colors' …

Metamodeling of high-contrast-index gratings for color reproduction

V Kalt, AK González-Alcalde, S Es-Saidi… - Journal of the Optical …, 2018 - opg.optica.org
We propose a metamodel-based optimization technique to tailor the chromatic response of
high-contrast-index gratings. The algorithm, which couples a population-based …

Reflective angle-insensitive structural colors with a wide color gamut employing a Ni/ Ge2Sb2Te5 bilayer broadband absorber

Z Duan, W Chen, Z He, J Yang, G Cai, H Wang… - Optics …, 2024 - opg.optica.org
A novel approach is proposed for generating reflective angle-insensitive structural colors
with high purity, high brightness, and a wide color gamut in an asymmetric Fabry-Perot …

Research on accelerated coding absorber design with deep learning

F Tian, S Zhang, M Cao, X Huang - Physica Scripta, 2023 - iopscience.iop.org
The traditional design of metamaterials requires a large amount of prior knowledge in
electromagnetism and is time-consuming and labour-intensive, but these challenges can be …

Inverse design for coating parameters in nano-film growth based on deep learning neural network and particle swarm optimization algorithm

X Guo, J Lu, Y Li, J Li, W Huang - Photonics, 2022 - mdpi.com
The NN (neural network)-PSO (particle swarm optimization) method is demonstrated to be
able to inversely extract the coating parameters for the multilayer nano-films through a …