Intelligent on-demand design of phononic metamaterials

Y **, L He, Z Wen, B Mortazavi, H Guo, D Torrent… - …, 2022 - degruyter.com
With the growing interest in the field of artificial materials, more advanced and sophisticated
functionalities are required from phononic crystals and acoustic metamaterials. This implies …

Software-defined nanophotonic devices and systems empowered by machine learning

Y Xu, B **ong, W Ma, Y Liu - Progress in Quantum Electronics, 2023 - Elsevier
Nanophotonic devices, such as metasurfaces and silicon photonic components, have been
progressively demonstrated to be efficient and versatile alternatives to their bulky …

The 2023 terahertz science and technology roadmap

A Leitenstorfer, AS Moskalenko… - Journal of Physics D …, 2023 - iopscience.iop.org
Terahertz (THz) radiation encompasses a wide spectral range within the electromagnetic
spectrum that extends from microwaves to the far infrared (100 GHz–∼ 30 THz). Within its …

Empowering metasurfaces with inverse design: principles and applications

Z Li, R Pestourie, Z Lin, SG Johnson, F Capasso - Acs Photonics, 2022 - ACS Publications
Conventional human-driven methods face limitations in designing complex functional
metasurfaces. Inverse design is poised to empower metasurface research by embracing fast …

Correlating metasurface spectra with a generation-elimination framework

J Chen, C Qian, J Zhang, Y Jia, H Chen - Nature Communications, 2023 - nature.com
Inferring optical response from other correlated optical response is highly demanded for vast
applications such as biological imaging, material analysis, and optical characterization. This …

[HTML][HTML] Roadmap on photonic metasurfaces

SA Schulz, R Oulton, M Kenney, A Alù, I Staude… - Applied Physics …, 2024 - pubs.aip.org
Here we present a roadmap on Photonic metasurfaces. This document consists of a number
of perspective articles on different applications, challenge areas or technologies underlying …

Simulation intelligence: Towards a new generation of scientific methods

A Lavin, D Krakauer, H Zenil, J Gottschlich… - arxiv preprint arxiv …, 2021 - arxiv.org
The original" Seven Motifs" set forth a roadmap of essential methods for the field of scientific
computing, where a motif is an algorithmic method that captures a pattern of computation …

Damage-programmable design of metamaterials achieving crack-resisting mechanisms seen in nature

Z Gao, X Zhang, Y Wu, MS Pham, Y Lu, C **a… - Nature …, 2024 - nature.com
The fracture behaviour of artificial metamaterials often leads to catastrophic failures with
limited resistance to crack propagation. In contrast, natural materials such as bones and …

[PDF][PDF] Benchmarking deep learning-based models on nanophotonic inverse design problems

T Ma, M Tobah, H Wang, LJ Guo - Opto-Electronic Science, 2022 - researching.cn
Photonic inverse design concerns the problem of finding photonic structures with target
optical properties. However, traditional methods based on optimization algorithms are time …

Structural design and electromagnetic wave absorbing performance optimization of lightweight foam cement-based metamaterials

Y Yang, X Shi, Q Zhou, G Deng, W Li, C Li… - … and Building Materials, 2024 - Elsevier
A novel 3D porous periodic array structural foam cement-based absorbing metamaterials
(FCAM) was proposed and fabricated to defend the electromagnetic radiation issues around …