Evidence map›Paper›PMID 42696596›Full record

ArticleScience advances2026

Bioinspired strong and rigid fusion-spun graphene fibers for harsh robotics.

Yiwei Zhang, Senping Liu, Dan Chang, Bo Wang, Xin Ming, Jiahao Lu, Lidan Wang, Peng Li, Chendong Ge, Yue Gao and 3 more

Abstract read
In one paragraph

Article in Science advances, 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

13 authors.

Yiwei ZhangMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0009-0001-8412-9084
Senping LiuMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0009-0004-0438-2373
Dan ChangMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0000-0002-2214-6348
Bo WangMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.
Xin MingMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0009-0006-4803-6506
Jiahao LuMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0009-0008-9159-7637
Lidan WangMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0009-0002-5875-9696
Peng LiMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0000-0002-6509-1076
Chendong GeMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0009-0003-4529-2836
Yue GaoMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0009-0002-9555-5879
Yingjun LiuMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0000-0002-2786-8147
Zhen XuMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0000-0003-1352-9176
Chao GaoMOE Key Laboratory of Macromolecular Synthesis and Functionalization, Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, International Research Center for X Polymers, Research Center for Advanced Fibers, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310058, China.ORCID 0000-0002-3893-7224

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-performance fibers with the merits of lightweight and high strength are indispensable to modern industry. However, the performance trade-off between tensile strength and bending rigidity limits their more applicational possibilities as structural materials. Inspired by the hierarchical assembly of biomaterials, we exploit graphene fibers through multiscale fusion spinning of gel fiber bundles with an unprecedented synergy of high tensile strength of 3.0 gigapascal and bending rigidity reaching 1.6 × 10

Identifiers

PMID42696596
PMCPMC13544223

What OpenQuestion holds

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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.