Empowering nanophotonic applications via artificial intelligence: pathways, progress, and prospects

W Chen, S Yang, Y Yan, Y Gao, J Zhu, Z Dong - Nanophotonics, 2025 - degruyter.com
Empowering nanophotonic devices via artificial intelligence (AI) has revolutionized both
scientific research methodologies and engineering practices, addressing critical challenges …

Smart Hydrogel-Based Mechanical Metamaterials: A Review

S Pruksawan, ZA Chua, YT Chong… - ACS Applied Polymer …, 2024 - ACS Publications
Mechanical metamaterials have garnered significant attention due to their extraordinary
mechanical properties derived from structural design. This displays their huge potential for …

[HTML][HTML] Advances in artificial intelligence for artificial metamaterials

L Si, R Niu, C Dang, X Bao, Y Zhuang, W Zhu - APL Materials, 2024 - pubs.aip.org
The 2024 Nobel Prizes in Physics and Chemistry were awarded for foundational discoveries
and inventions enabling machine learning through artificial neural networks. Artificial …

Recent Innovations in Microstrip Patch Antennas: Biomedical Uses and Wireless Integration

K Aafizaa, K Uma Haimavathi, S Saravanan - Biomedical Materials & …, 2025 - Springer
Imaging is visualizing internal body structures without physical contact with the skin. Imaging
is classified into invasive and non-invasive. Invasive techniques include endoscopy …

[HTML][HTML] Proposal for an Artificial Neural Network Tool for the Process of Generating Metasurface Unit Cell Geometries

P Góra, P Łopato - Applied Sciences, 2024 - mdpi.com
This paper focuses on presenting an intelligent model that can generate the desired
geometry of a unit cell metasurface for a given resonant frequency at which we expect the …

[HTML][HTML] An Optimal Design Method for Lightweight Heating Film of Anisotropic Heat Conduction Substrate Based on Surrogate Model

Z Deng, Q Yu, J Liu, Y Wang, S Yan, N Huai, J Zhang… - Micromachines, 2024 - mdpi.com
In space missions, heating films are crucial for uniformly heating onboard equipment for
precise temperature control. This study develops an optimization method using surrogate …

Metamaterials Based on a Gaseous Mixture: Analytical Modeling of Electrostriction Effect and Corresponding Brillouin Frequency Shift

O Khakpour, SMR Sani, R Rahighi… - Arabian Journal for …, 2024 - Springer
Electrostriction properties of a dilute gas mixture are analytically calculated and derived
herein for the first time. Electrostriction in a gaseous mixture is expressed in a standard …

Passive Acoustic Metamaterials for Low Frequencies—Theories, Types, Testing, and Future Directions

S Akram, A Israr - Advanced Engineering Materials - Wiley Online Library
Metamaterials, engineered to exhibit unique properties, not found in natural materials, are a
key focus of modern scientific research. Acoustic metamaterials are designed to manipulate …