Evidence map›Paper›PMID 40708385›Full record

ReviewAdvanced materials (Deerfield Beach, Fla.)2025

Thermally Actuated Soft Robotics.

Shuang Wu, Seol-Yee Jennifer Lee, Yong Zhu

Abstract readReview
In one paragraph

Review in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Review
  5. Soft Active Polymers for Biomimetic Shape Morphing Wings.Biomimetics (Basel, Switzerland) · 2026
    Article
  6. 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

3 authors.

Shuang WuDepartment of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC, 27695, USA.ORCID https://orcid.org/0000-0003-2579-9309
Seol-Yee Jennifer LeeDepartment of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC, 27695, USA.ORCID https://orcid.org/0000-0002-8595-9776
Yong ZhuDepartment of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC, 27695, USA.ORCID https://orcid.org/0000-0002-3862-5757

Funding

National Science Foundation CMMI-2134664National Science Foundation Graduate Research Fellowship ProgramU.S. Department of Defense W81XWH-21-1-0185
6 · The paper itself

Abstract

Soft robots with exceptional adaptability and versatility have opened new possibilities for applications in complex and dynamic environments. Thermal actuation has emerged as a promising method among various actuation strategieis, offering distinct advantages such as programmability, light weight, low actuation voltage, and untethered operation. This review provides a comprehensive overview of soft thermal actuators, focusing on their heating mechanisms, material innovations, structural designs, and emerging applications. Heat generation mechanisms including Joule heating, electromagnetic induction, and electromagnetic radiation and heat transfer mechanisms such as fluid convection are discussed. Advances in materials are grouped into two areas: heating materials, primarily based on nanomaterials, and thermally responsive materials including hydrogels, liquid crystal elastomers, and shape-memory polymers. Structural designs, such as extension, bending, twisting, and 3D deformable configurations, are explored for enabling complex and precise movements. Applications of soft thermal actuators span environmental exploration, gripping and manipulation, biomedical devices for rehabilitation and surgery, and interactive systems for virtual/augmented reality and therapy. The review concludes with an outlook on challenges and future directions, emphasizing the need for further improvement in speed, energy efficiency, and intelligent soft robotic systems. By bridging fundamental principles with cutting-edge applications, this review aims to inspire further advancements in the field of thermally actuated soft robotics.

Indexed as

bioinspirationsoft actuatorssoft robotsthermal actuation

Identifiers

PMID40708385
PMCPMC12531750

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.