Evidence map›Paper›PMID 42361190›Full record

ArticleScience advances2026

Magnetically levitated metasurface enabling tangible and bidirectional human-machine interaction.

Gooyoon Chung, Jeongmin Yoo, Pei Liu, Gyuri Shin, Dongkyu Jeong, Sunjin Lee, Jae-Young Yoo, Sang Min Won, Dong-Soo Han, Ji-Hoon Kim and 3 more

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Gooyoon ChungDepartment of Materials Science and Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.ORCID 0009-0008-4267-1650
Jeongmin YooDepartment of Materials Science and Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.ORCID 0009-0008-6689-5122
Pei LiuDepartment of Mechanical Engineering, Rice University, Houston, TX 77005, USA.ORCID 0009-0002-4918-9708
Gyuri ShinDepartment of Materials Science and Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.ORCID 0009-0001-8282-7452
Dongkyu JeongDepartment of Materials Science and Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.
Sunjin LeeDepartment of Materials Science and Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.
Jae-Young YooDepartment of Semiconductor Convergence Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea.ORCID 0000-0003-0934-4718
Sang Min WonDepartment of Electrical and Computer Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea.ORCID 0000-0002-5750-8628
Dong-Soo HanCenter for Spintronics, Korea Institute of Science and Technology, Seoul 02792 Republic of Korea.ORCID 0000-0001-5530-8609
Ji-Hoon KimMolecular Recognition Research Center, Korea Institute of Science and Technology, Seoul, Republic of Korea.
Wooseok SongKorea Research Institute of Chemical Technology (KRICT), Daejeon 34114, Republic of Korea.ORCID 0000-0002-0487-2055
Raudel AvilaDepartment of Mechanical Engineering, Rice University, Houston, TX 77005, USA.ORCID 0009-0005-0092-5307
Yoonseok ParkDepartment of Materials Science and Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.ORCID 0000-0002-1702-0986

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mechanical metasurfaces are deformable surfaces that reconfigure their shape in response to external stimuli, with growing applications in interactive displays and human-machine interfaces. However, many existing systems are either too fragile for physical interaction or too slow to match human response. Moreover, their incompatibility for integrating functional systems constrains seamless interaction with humans. We developed a robust, rapidly responsive, and multifunctional soft metasurface capable of intuitive interaction with humans. The soft surface reconfigures through magnetic actuation, enabling mechanical metasurface functions with simultaneous visual and tactile feedback for human interaction. The system features a six-by-six array of elastomeric pixels, each actuated by attractive or repulsive magnetic forces from an underlying electromagnet array. The induced magnetic force modulates the surface height up to 8.5 millimeters (-5 to 3.5 millimeters), enabling coordinated actuation of 36 electromagnets to reconstruct over 10

Indexed as

MagneticsMan-Machine SystemsEquipment DesignHumansSurface Properties

Identifiers

PMID42361190
PMCPMC13308625

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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 OpenQuestion graph.