Evidence map›Paper›PMID 37985651›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2024

Near-Infrared Light-Driven MXene/Liquid Crystal Elastomer Bimorph Membranes for Closed-Loop Controlled Self-Sensing Bionic Robots.

Youwei Yang, Lingxian Meng, Juzhong Zhang, Yadong Gao, Zijuan Hao, Yang Liu, Mingjun Niu, Xiaomeng Zhang, Xuying Liu, Shuiren Liu

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Rotational 3D printing of active-passive filaments and lattices with programmable shape morphing.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  5. Nonequilibrium Self-Assembly Control by the Stochastic Landscape Method.Journal of chemical information and modeling · 2025
    Article
  6. Review
  7. 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.

Youwei YangSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Lingxian MengSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Juzhong ZhangSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Yadong GaoSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Zijuan HaoSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Yang LiuSchool of Chemical Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Mingjun NiuSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Xiaomeng ZhangSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Xuying LiuSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.
Shuiren LiuSchool of Materials Science and Engineering, Zhengzhou University, Zhengzhou, 450001, P. R. China.ORCID https://orcid.org/0000-0001-6783-8527

Funding

China Postdoctoral Innovative Talent Support Program BX 20220274Henan Science and Technology Department 222301420004National Natural Science Foundation of China 52003253National Natural Science Foundation of China 52203245
6 · The paper itself

Abstract

More recently, soft actuators have evoked great interest in the next generation of soft robots. Despite significant progress, the majority of current soft actuators suffer from the lack of real-time sensory feedback and self-control functions, prohibiting their effective sensing and multitasking functions. Therefore, in this work, a near-infrared-driven bimorph membrane, with self-sensing and feedback loop control functions, is produced by layer by layer (LBL) assembling MXene/PDDA (PM) onto liquid crystal elastomer (LCE) film. The versatile integration strategy successfully prevents the separation issues that arise from moduli mismatch between the sensing and the actuating layers, ultimately resulting in a stable and tightly bonded interface adhesion. As a result, the resultant membrane exhibited excellent mechanical toughness (tensile strengths equal to 16.3 MPa (||)), strong actuation properties (actuation stress equal to 1.56 MPa), and stable self-sensing (gauge factor equal to 4.72) capabilities. When applying the near-infrared (NIR) laser control, the system can perform grasping, traction, and crawling movements. Furthermore, the wing actuation and the closed-loop controlled motion are demonstrated in combination with the insect microcontroller unit (MCU) models. The remote precision control and the self-sensing capabilities of the soft actuator pave a way for complex and precise task modulation in the future.

Indexed as

biomechanicsclosed-loopliquid crystalline elastomersphotothermal actuatorsself-sensing

Identifiers

PMID37985651
PMCPMC10787073

What OpenQuestion holds

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Registered trials

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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.