Evidence map›Paper›PMID 42765317›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Adaptive Conductive Systems: Enabling Deformable Electronics Through Engineered Materials, Circuits, and Intelligent Systems.

Yufei Lu, Siyu Liang, Jingyi Niu, Jie Chen, Shuo Zhang, Hongjian Zhang, Dongsheng Jia, Wei Huang

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Yufei Lu *School of Flexible Electronics (SoFE) and Henan Institute of Flexible Electronics (HIFE), Henan University, Zhengzhou, China.
Siyu Liang *School of Flexible Electronics (SoFE) and Henan Institute of Flexible Electronics (HIFE), Henan University, Zhengzhou, China.
Jingyi NiuSchool of Flexible Electronics (SoFE) and Henan Institute of Flexible Electronics (HIFE), Henan University, Zhengzhou, China.
Jie ChenSchool of Flexible Electronics (SoFE) and Henan Institute of Flexible Electronics (HIFE), Henan University, Zhengzhou, China.
Shuo ZhangSchool of Flexible Electronics (SoFE) and Henan Institute of Flexible Electronics (HIFE), Henan University, Zhengzhou, China.
Hongjian ZhangSchool of Flexible Electronics (SoFE) and Henan Institute of Flexible Electronics (HIFE), Henan University, Zhengzhou, China.ORCID https://orcid.org/0000-0002-2357-8193
Dongsheng JiaState IJR Center of Aerospace Design and Additive Manufacturing, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, China.
Wei HuangSchool of Flexible Electronics (SoFE) and Henan Institute of Flexible Electronics (HIFE), Henan University, Zhengzhou, China.ORCID https://orcid.org/0000-0001-7004-6408

Funding

China Postdoctoral Science Foundation 2024M750776China Postdoctoral Science Foundation 2024M760780Fundamental and Interdisciplinary Disciplines Breakthrough Plan of the Ministry of Education of China JYB2025XDXM406Fundamental Research Funds for the Central Universities G2025KY05068Henan Provincial Science and Technology R&D Program Joint Fund 245200810083Henan Provincial Science and Technology Research Project 242102240018Henan Provincial Science and Technology Research Project 262102210243Ministry of Education Key Laboratory for the Green Preparation and Application of Functional MaterialsNational Natural Science Foundation of China 62404071Natural Science Foundation of Henan 252300423375Postdoctoral Fellowship Program (Grade B) of China Postdoctoral Science Foundation GZB20240195Postdoctoral Fellowship Program (Grade C) of China Postdoctoral Science Foundation GZC20240384State Key Laboratory of Flexible ElectronicsSubsidy Plan for Key Scientific Research Projects of Higher Education Institutions in Henan Province 25A510004
6 · The paper itself

Abstract

The rise of intelligent systems exacerbates scenario-specific limitations in conventional rigid electronics, revealing critical compatibility gaps across emerging application fields such as wearable devices, bioelectronics, soft robotics, human-machine interfaces, etc. Adaptive conductive systems serve as critical enablers for next-generation deformable electronics through engineering deformable conductors, innovating reconfigurable circuit topologies, and implementing intelligent systems, ensuring robust electrical connectivity and dynamic compliance in variable operating environments. This review presents the research advances of adaptive conductive systems from the perspective of material innovation, circuit interconnection design, system integration, and applications. Deformable conductors consist of substrates and conductive materials with their independent intrinsic properties and synergistic effects, structural designs and fabrication methods of conductive circuits with specialized stretchable configurations, as well as intelligent systems constructed via signal processing, machine learning, and coherent integration, are systematically summarized and reviewed. Finally, current challenges and future research perspectives of adaptive conductive systems are outlined, offering deep insights into research directions and strategies.

Indexed as

adaptive conductive systemscircuit interconnection designdeformable conductorsflexible electronicssystem integration

Identifiers

PMID42765317
PMCPMC13591345

What OpenQuestion 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 OpenQuestion graph.