» Articles » PMID: 28623322

Design of Non-Deterministic Quasi-random Nanophotonic Structures Using Fourier Space Representations

Overview
Journal Sci Rep
Specialty Science
Date 2017 Jun 18
PMID 28623322
Citations 7
Authors
Affiliations
Soon will be listed here.
Abstract

Despite their seemingly random appearances in the real space, quasi-random nanophotonic structures exhibit distinct structural correlations and have been widely utilized for effective photon management. However, current design approaches mainly rely on the deterministic representations consisting two-dimensional (2D) discretized patterns in the real space. They fail to capture the inherent non-deterministic characteristic of the quasi-random structures and inevitably result in a large design dimensionality. Here, we report a new design approach that employs the one-dimensional (1D) spectral density function (SDF) as the unique representation of non-deterministic quasi-random structures in the Fourier space with greatly reduced design dimensionality. One 1D SDF representation can be used to generate infinite sets of real space structures in 2D with equally optimized performance, which was further validated experimentally using light-trapping structures in a thin film absorber as a model system. The optimized non-deterministic quasi-random nanostructures improve the broadband absorption by 225% over the unpatterned cell.

Citing Articles

Microstructure reconstruction of 2D/3D random materials via diffusion-based deep generative models.

Lyu X, Ren X Sci Rep. 2024; 14(1):5041.

PMID: 38424207 PMC: 10904791. DOI: 10.1038/s41598-024-54861-9.


Transparent Quasi-Random Structures for Multimodal Light Trapping in Ultrathin Solar Cells with Broad Engineering Tolerance.

Camarillo Abad E, Joyce H, Hirst L ACS Photonics. 2022; 9(8):2724-2735.

PMID: 35996371 PMC: 9389614. DOI: 10.1021/acsphotonics.2c00472.


Over 65% Sunlight Absorption in a 1 μm Si Slab with Hyperuniform Texture.

Tavakoli N, Spalding R, Lambertz A, Koppejan P, Gkantzounis G, Wan C ACS Photonics. 2022; 9(4):1206-1217.

PMID: 35480493 PMC: 9026274. DOI: 10.1021/acsphotonics.1c01668.


Attribution-Driven Explanation of the Deep Neural Network Model via Conditional Microstructure Image Synthesis.

Liu S, Kailkhura B, Zhang J, Hiszpanski A, Robertson E, Loveland D ACS Omega. 2022; 7(3):2624-2637.

PMID: 35097261 PMC: 8793074. DOI: 10.1021/acsomega.1c04796.


Photonics for Photovoltaics: Advances and Opportunities.

Garnett E, Ehrler B, Polman A, Alarcon-Llado E ACS Photonics. 2021; 8(1):61-70.

PMID: 33506072 PMC: 7821300. DOI: 10.1021/acsphotonics.0c01045.


References
1.
Kasture S, Ravishankar A, Yallapragada V, Patil R, Valappil N, Mulay G . Plasmonic quasicrystals with broadband transmission enhancement. Sci Rep. 2014; 4:5257. PMC: 4052717. DOI: 10.1038/srep05257. View

2.
Matsui T, Agrawal A, Nahata A, Vardeny Z . Transmission resonances through aperiodic arrays of subwavelength apertures. Nature. 2007; 446(7135):517-21. DOI: 10.1038/nature05620. View

3.
Yin H, Dong B, Liu X, Zhan T, Shi L, Zi J . Amorphous diamond-structured photonic crystal in the feather barbs of the scarlet macaw. Proc Natl Acad Sci U S A. 2012; 109(27):10798-801. PMC: 3390825. DOI: 10.1073/pnas.1204383109. View

4.
Noh H, Liew S, Saranathan V, Mochrie S, Prum R, Dufresne E . How noniridescent colors are generated by quasi-ordered structures of bird feathers. Adv Mater. 2010; 22(26-27):2871-80. DOI: 10.1002/adma.200903699. View

5.
Shi L, Zhang Y, Dong B, Zhan T, Liu X, Zi J . Amorphous photonic crystals with only short-range order. Adv Mater. 2013; 25(37):5314-20. DOI: 10.1002/adma.201301909. View