Evidence map›Paper›PMID 40324154›Full record

ArticleACS applied materials & interfaces2025

Embedded Conductive Fiber for Pumpless Liquid-Gas Phase Transition Soft Actuation.

Hao Liu, Changchun Wu, Senyuan Lin, Yunquan Li, Yang Yang, James Lam, Ning Xi, Yonghua Chen

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Thermally Actuated Soft Robotics.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
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.

Hao LiuDepartment of Mechanical Engineering, The University of Hong Kong, 999077, Hong Kong.ORCID 0000-0002-0110-1693
Changchun WuDepartment of Mechanical Engineering, The University of Hong Kong, 999077, Hong Kong.
Senyuan LinDepartment of Mechanical Engineering, The University of Hong Kong, 999077, Hong Kong.
Yunquan LiShien-Ming Wu School of Intelligent Engineering, South China University of Technology, Guang Zhou 510640, China.
Yang YangSchool of Automation, Nanjing University of Information Science and Technology, Nanjing 210044, China.
James LamDepartment of Mechanical Engineering, The University of Hong Kong, 999077, Hong Kong.
Ning XiDepartment of Data and Systems Engineering, The University of Hong Kong, 999077, Hong Kong.
Yonghua ChenDepartment of Mechanical Engineering, The University of Hong Kong, 999077, Hong Kong.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Soft pneumatic actuators are widely used in diverse robotic applications due to their dexterous deformation and conspicuous performance. However, the control and operation of these actuators were restricted by bulky, noisy, and vibrating pneumatic systems. This work introduces a pumpless pneumatic actuator design based on liquid-gas phase transition, named electroconductive fiber-reinforced phase transition actuators (E-FPTAs). Conductive fibers are embedded into the elastomer matrix as flexible heating circuits and morphing programming elements. The E-FPTA generates a high actuation strain of 120% with a low power input of 12 W, showing comparable performance to pump-driven pneumatic actuators. By mechanically programming fiber patterns, the motion type of the E-FPTA can be changed to extending, contracting, twisting, bending, and helical motion, which can be applied for various application scenarios. The E-FPTA is integrated into an octopus-inspired soft gripper and demonstrates multimode grasping in diverse objects. A pumpless robotic glove with eight independent finger joint motions without any pneumatic components is also prototyped. The E-FPTA combines the large deformation of soft pneumatic actuators and the concise structures of the electroactive polymer actuator, which provides a design insight for soft actuations.

Indexed as

electrothermal actuationgrippersliquid−gas phase changerobotic glovessoft robots

Identifiers

PMID40324154
PMCPMC12086841

What Socratic holds

Textmetadata
LicenceCC BY
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.