Evidence map›Paper›PMID 41519870›Full record

ArticleNature communications2026

Universal modulus-free transfer of scalable laser-induced graphene for electronic skins.

Yuyao Lu, Ziguan Jin, Qincheng Sheng, Depeng Kong, Chuyang Miao, Hui Wu, Gaoyang Pang, Haibo Xie, Linghai Xie, Geng Yang and 4 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

14 authors.

Yuyao Lu *State Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.
Ziguan Jin *State Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.
Qincheng ShengState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.
Depeng KongState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.
Chuyang MiaoState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.
Hui WuState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.
Gaoyang PangSchool of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia.ORCID http://orcid.org/0000-0002-0948-4641
Haibo XieState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.
Linghai XieCenter for Molecular Systems & Organic Devices (CMSOD), State Key Laboratory of Flexible Electronics (LoFE) & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing, China.ORCID http://orcid.org/0000-0001-6294-5833
Geng YangState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0002-8685-5426
Jun ZouState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0003-2443-3516
Huayong YangState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China. yhy@zju.edu.cn.
Wei HuangCenter for Molecular Systems & Organic Devices (CMSOD), State Key Laboratory of Flexible Electronics (LoFE) & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing, China. vc@nwpu.edu.cn.ORCID http://orcid.org/0000-0001-7004-6408
Kaichen XuState Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Zhejiang University, Hangzhou, China. xukc@zju.edu.cn.ORCID http://orcid.org/0000-0003-4957-3144

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electronic skin (E-skin) with multifunctionality and large-scale features is highly desirable for human-machine interactions and wearable health monitoring. Laser-induced graphene (LIG) affords such devices with tailorable physical and chemical properties. However, relatively high Young's modulus of precursors that derive LIG hinders its application scenarios. Here, we report a universal cryogenic transfer approach for LIG via regulating the glass transition temperature or freezing point of the transfer media. The thermal expansion-induced interlocking, ease of interfacial separation and strong electrostatic interactions within the multiple graphene layers explain the transfer mechanisms. This contributes to the high-quality transfer of LIG onto elastomers, hydrogels and fabrics infused with various fluids. The thickness of typical elastomer can be down to 6.7 μm with its Young's modulus ranging from 4.5 MPa to 3.9 kPa. Using this transfer technique, we create large-scale and double-layer E-skins integrated on a humanoid robot face, achieving emotional interactions with humans. The proposed strategy for merging LIG with broad categories of media affords on-demand designs of wearable and implantable electronics.

Identifiers

PMID41519870
PMCPMC12877158

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.