Machine learning and computation-enabled intelligent sensor design

Z Ballard, C Brown, AM Madni, A Ozcan - Nature Machine Intelligence, 2021 - nature.com
Over the past several decades the dramatic increase in the availability of computational
resources, coupled with the maturation of machine learning, has profoundly impacted …

Intelligent meta-imagers: From compressed to learned sensing

C Saigre-Tardif, R Faqiri, H Zhao, L Li… - Applied Physics …, 2022 - pubs.aip.org
Computational meta-imagers synergize metamaterial hardware with advanced signal
processing approaches such as compressed sensing. Recent advances in artificial …

[HTML][HTML] Digital twin accelerating development of metallized film capacitor: Key issues, framework design and prospects

YX Zhang, QK Feng, SL Zhong, JY Pei, FY Chen… - Energy Reports, 2021 - Elsevier
Abstract Metallized Film Capacitors (MFC) are vital devices in many important fields such as
energy, transportation, and aviation, whilst Digital Twin (DT) technology opens a new …

In‐Sensor Tactile Fusion and Logic for Accurate Intention Recognition

Z Huang, S Yu, Y Xu, Z Cao, J Zhang, Z Guo… - Advanced …, 2024 - Wiley Online Library
Touch control intention recognition is an important direction for the future development of
human–machine interactions (HMIs). However, the implementation of parallel‐sensing …

A wave-confining metasphere beamforming acoustic sensor for superior human-machine voice interaction

K Ma, H Chen, Z Wu, X Hao, G Yan, W Li, L Shao… - Science …, 2022 - science.org
Highly sensitive, source-tracking acoustic sensing is essential for effective and natural
human-machine interaction based on voice. It is a known challenge to omnidirectionally …

[HTML][HTML] Inverse design of topological metaplates for flexural waves with machine learning

L He, Z Wen, Y Jin, D Torrent, X Zhuang, T Rabczuk - Materials & Design, 2021 - Elsevier
The mechanical analog to the topological insulators brings anomalous elastic wave
properties which diversifies classic wave functions for potential broad applications. To obtain …

An analysis of band gap characteristics of metamaterial plates with dual helix cells

Y Chen, X Fang, J Wang, M Filippi… - Mechanics of Advanced …, 2024 - Taylor & Francis
Wide band gaps with the propagation of elastic waves at low-frequency are desirable for
phononic crystals in many traditional and novel applications. Inspired by the natural helix …

Pressure amplification and directional acoustic sensing based on a gradient metamaterial coupled with space-coiling structure

T Chen, C Wang, D Yu - Mechanical Systems and Signal Processing, 2022 - Elsevier
The detection and localization of weak sound sources are a topic of great interest in a wide
range of applications, but generally require a pressure amplification and directivity acoustic …

Multi-resonator coupled metamaterials for broadband vibration suppression

P Zhao, K Zhang, C Zhao, Z Deng - Applied Mathematics and Mechanics, 2021 - Springer
In this study, multi-resonator coupled metamaterials (MRCMs) with local resonators are
proposed to obtain the multiple and wide band gaps. Kinetic models of the MRCMs are …

Stiffness-mass-coding metamaterial with broadband tunability for low-frequency vibration isolation

C Li, T Jiang, Q He, Z Peng - Journal of Sound and Vibration, 2020 - Elsevier
Low-frequency vibration isolation is essential for safety, accuracy and stability in various
engineering areas. Traditional methods are generally limited to the adjustment of vibration …