Evidence map›Paper›PMID 40538831›Full record

ArticleResearch (Washington, D.C.)2025

Instant Energy Barrier Modulation in Bistable Robotic Grippers for Compliant Triggering and Powerful Grasping.

Jie Zhang, Hao Yang, Chenyu He, Hanfei Ma, Yuwen Zhao, Zongyu Zhang, Shengming Li, Wei Wang, Jinzhao Yang, Jianing Wu and 1 more

Abstract read
In one paragraph

Article in Research (Washington, D.C.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Bioinspired Metastable Transient Peeling for Repeatable Rapid Release.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Bioinspired Morphology-Decoupled Soft Gripper with Enhanced Bidirectional Grasping Capability.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  3. Bioinspired Adaptive Leg-Claw Enables Robust Perching and Grasping for UAVs.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  4. 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

11 authors.

Jie ZhangSchool of Mechanics and Aerospace Engineering, Dalian University of Technology, Dalian, China.
Hao YangSchool of Aeronautics and Astronautics, Sun Yat-Sen University, Shenzhen, China.
Chenyu HeSchool of Mechanics and Aerospace Engineering, Dalian University of Technology, Dalian, China.
Hanfei MaSchool of Mechanics and Aerospace Engineering, Dalian University of Technology, Dalian, China.
Yuwen ZhaoSchool of Aeronautics and Astronautics, Sun Yat-Sen University, Shenzhen, China.
Zongyu ZhangDalian Maritime University, College of Artificial Intelligence, Dalian, China.
Shengming LiSchool of Innovation and Entrepreneurship, Dalian University of Technology, Dalian, China.
Wei WangSchool of Engineering, Westlake University, Hangzhou, China.
Jinzhao YangSchool of Aeronautics and Astronautics, Sun Yat-Sen University, Shenzhen, China.
Jianing WuSchool of Advanced Manufacturing, Sun Yat-Sen University, Shenzhen, China.
Haijun PengSchool of Mechanics and Aerospace Engineering, Dalian University of Technology, Dalian, China.ORCID https://orcid.org/0000-0001-9365-3569

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bistable structures, which leverage mechanical instability, have emerged as a promising paradigm in the development of robotic grippers, providing advantages including rapid response and low energy consumption. A critical limitation of existing bistable grippers, however, lies in their invariable energy barriers, which hinder the balance between compliant triggering and powerful grasping. In this study, we propose a bistable robotic gripper capable of in situ energy barrier modulation, inspired by the adaptive seed dispersal behavior of

Identifiers

PMID40538831
PMCPMC12178156

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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.