Evidence map›Paper›PMID 40420680›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

Bioinspired, Rapidly Responsive Magnetically Tunable Stiffness Metamaterials.

Gooyoon Chung, Huy Le Quang, Jung Hyun Kim, Jeongmin Yoo, Seung Kwon Seol, Yoonseok Park

Abstract read
In one paragraph

Article 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 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.

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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

6 authors.

Gooyoon ChungDepartment of Materials Science and Engineering, Kyung Hee University, Yongin, 17104, Republic of Korea.
Huy Le QuangSmart 3D Printing Research Team, Korea Electrotechnology Research Institute, Changwon, 51543, Republic of Korea.
Jung Hyun KimSmart 3D Printing Research Team, Korea Electrotechnology Research Institute, Changwon, 51543, Republic of Korea.
Jeongmin YooDepartment of Materials Science and Engineering, Kyung Hee University, Yongin, 17104, Republic of Korea.
Seung Kwon SeolSmart 3D Printing Research Team, Korea Electrotechnology Research Institute, Changwon, 51543, Republic of Korea.
Yoonseok ParkDepartment of Materials Science and Engineering, Kyung Hee University, Yongin, 17104, Republic of Korea.ORCID https://orcid.org/0000-0002-1702-0986

Funding

Korea Institute of Science and Technology 2E33561National Research Foundation of Korea RS-2023-00211261National Research Foundation of Korea RS-2024-00407084National Research Foundation of Korea RS-2025-02309992
6 · The paper itself

Abstract

Programmable mechanical materials often require dynamic stiffness adaptability, but existing solutions face challenges with slow response times and limited precision. This study introduces magnetically tunable stiffness metamaterials (MTSM) that utilize a bioinspired ternary programming framework to achieve rapid and precise stiffness modulation. Drawing inspiration from biological sarcomeres, which naturally adjust stiffness through structural changes, the MTSM design employs direct ink writing, a 4D printing method, to incorporate neodymium microparticles and a styrene-isoprene-styrene polymer matrix. This approach enables the metamaterial to transition between three distinct stiffness states-soft, moderate, and stiff-through structural deformation controlled by magnetic torque. Integration of MTSM into a 3D array further enhances its versatility, allowing multi-layer stiffness adjustments under magnetic fields. The MTSM array achieves an impressive 390 percent stiffness modulation range and rapid changes in response to an external magnetic field, surpassing the limitations of prior designs. These findings emphasize the potential of ternary programming in MTSM as a foundation for creating next-generation programmable mechanical systems capable of rapid and efficient adaptability.

Indexed as

4D printingactive mechanical metamaterialsbioinspiredstimuli‐responsive materialsternary programmingtunable stiffness

Identifiers

PMID40420680
PMCPMC12392855

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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.