Evidence map›Paper›PMID 41661490›Full record

ArticleNano-micro letters2026

A Fully Biomimetic Flexible Sensor Inspired by the Natural Layered Structure of Eggshells for Multimodal Human-Computer Interaction.

Weiwei He, Yanzhen Zhang, Puye Zhang, Yunlong Liu, Guanyang Wu, Boce Xue, Guoqing Hu, Runsheng Li, Chao Zheng, Dongzhi Zhang

Abstract read
In one paragraph

Article in Nano-micro letters, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Stack of BiNano-micro letters · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Weiwei HeShandong Key Laboratory of Design and Manufacturing for High-End Offshore Oil and Gas Equipment, College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China.
Yanzhen ZhangShandong Key Laboratory of Design and Manufacturing for High-End Offshore Oil and Gas Equipment, College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China. zhangyanzhen@upc.edu.cn.
Puye ZhangShandong Key Laboratory of Design and Manufacturing for High-End Offshore Oil and Gas Equipment, College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China.
Yunlong LiuShandong Key Laboratory of Design and Manufacturing for High-End Offshore Oil and Gas Equipment, College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China.
Guanyang WuShandong Key Laboratory of Design and Manufacturing for High-End Offshore Oil and Gas Equipment, College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China.
Boce XueShandong Key Laboratory of Design and Manufacturing for High-End Offshore Oil and Gas Equipment, College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China.
Guoqing HuShandong Key Laboratory of Design and Manufacturing for High-End Offshore Oil and Gas Equipment, College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China.
Runsheng LiAviation Services Research Centre, The Hong Kong Polytechnic University, Hong Kong, 999077, People's Republic of China.
Chao ZhengShandong Key Laboratory of Design and Manufacturing for High-End Offshore Oil and Gas Equipment, College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China.
Dongzhi ZhangState Key Laboratory of Chemical Safety, College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China. dzzhang@upc.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid advancement of naturally microstructure-bioinspired flexible sensors has sparked interest in creating multifunctional systems for human-computer interaction (HCI). However, most existing biomimetic sensors struggle to integrate multiple sensing modes, limiting their practical applications. Herein, this study proposes a design concept for a fully biomimetic sensor. By employing hybrid manufacturing techniques to achieve layer-by-layer biomimicry of the natural layered structure of eggshells, a flexible sensor with multiple sensing modes is developed. The eggshell-inspired multifunctional hybrid flexible sensor (EMHFS) incorporates four functional layers: a triboelectric layer for noncontact sensing, a piezoresistive layer for pressure sensing, and hydrophilic-hydrophobic layers for directional moisture wicking, breathability, and antibacterial properties. The eggshell-inspired structure enables synergistic functionality, allowing seamless switching between contact and noncontact sensing modes. EMHFS demonstrates exceptional performance in multimodal HCI applications, including gesture-controlled robotic hands, wearable unmanned aerial vehicle control systems, and touchless screen password and gesture unlocking, while also exhibiting remarkable sensitivity to weak physiological signals such as breathing and pulse. This fully biomimetic approach offers a novel solution for advanced, flexible, and multifunctional HCI devices.

Indexed as

Eggshell-inspired designFully biomimetic sensorHuman–computer interactionLayered structureMultimodal sensing

Identifiers

PMID41661490
PMCPMC12886703

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.