Evidence map›Paper›PMID 40465622›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Template-free 3D programmable magnetization of soft millirobots induced by interlayer stress.

Jie Han, Shuideng Wang, Zhiqiang Zheng, Donglei Chen, Wenqi Zhang, Zhi Qu, Mingxing Cheng, Yiqing Yao, Metin Sitti, Lixin Dong

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Template-free 3D programmable magnetization of soft millirobots induced by interlayer stress.Proceedings of the National Academy of Sciences of the United States of America · 2025
    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.

Jie Han *Ministry of Education Key Laboratory for Non-Equilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Advanced Functional Materials and Mesoscopic Physics, School of Physics, Xi'an Jiaotong University, Xi'an 710049, Shaanxi, China.ORCID 0000-0002-1816-9360
Shuideng Wang *Department of Biomedical Engineering, City University of Hong Kong, Hong Kong 999077, China.
Zhiqiang ZhengPhysical Intelligence Department, Max Planck Institute for Intelligent Systems, Stuttgart 70569, Germany.ORCID 0000-0001-7077-5635
Donglei ChenDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong 999077, China.
Wenqi ZhangDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong 999077, China.
Zhi QuDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong 999077, China.
Mingxing ChengDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong 999077, China.
Yiqing YaoDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong 999077, China.
Metin SittiPhysical Intelligence Department, Max Planck Institute for Intelligent Systems, Stuttgart 70569, Germany.ORCID 0000-0001-8249-3854
Lixin DongDepartment of Biomedical Engineering, City University of Hong Kong, Hong Kong 999077, China.ORCID 0000-0002-8816-4944

Funding

City University of Hong Kong (CityU) 9610608City University of Hong Kong (CityU) 9680103City University of Hong Kong (CityU) 9680347MOST | National Natural Science Foundation of China (NSFC) 62127810Research Grants Council, University Grants Committee () CityU11213720Research Grants Council, University Grants Committee () CityU11217221
6 · The paper itself

Abstract

Soft magnetic miniature devices are crucial for applications in minimally invasive medicine, soft electronics, and robotics. While substantial progress has been made, current magnetic programming techniques are inherently tied to template-based and sequential fabrication processes. These processes limit scalability, precision, and programmability. Here, we present a template-free, integrative strategy that leverages interlayer stress-induced 3D shape morphing in xerogel-PDMS bilayer materials triggered by temperature variations. This process induces preprogrammed deformation and fixes the 3D structure via interlayer stress and solid-liquid phase transition. It is akin to an insect encased in amber, resulting in a soft machine with precisely tailored magnetic domains upon saturated magnetization. The approach eliminates the need for predesigned molds, which offers scalable, template-free programmable magnetization, reducing time and labor costs. The versatility of this method is demonstrated through reconfigurable mechanical behavior in kirigami metamaterial structures, information encryption, and multilegged millirobots. Moreover, by incorporating a nonmagnetic PDMS layer, laser-based engraving and ablation allow simultaneous control of interlayer stress and material properties. This facilitates precise regulation of stress-induced deformation and magnetically responsive regions with 20 μm resolution and over 1.8 T magnetization strength. This template-free 3D magnetization strategy significantly enhances design flexibility, machining precision, and mass production. It paves the way for advanced multiscale and programmable soft magnetic devices.

Indexed as

environmental responsemagnetic actuationminiature robotsoft robotics

Identifiers

PMID40465622
PMCPMC12168012

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.