Evidence map›Paper›PMID 42156728›Full record

ArticleMicrosystems & nanoengineering2026

Flexible microscale tactile display with liquid-to-gas phase-change actuator array.

Sangjun Sim, Kyubin Bae, Kyuhyun Hwang, Seunghwan Koh, Jongbaeg Kim

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 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

5 authors.

Sangjun Sim *School of Mechanical Engineering, Yonsei University, Seoul, Republic of Korea.
Kyubin Bae *Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, TX, USA.
Kyuhyun HwangSchool of Mechanical Engineering, Yonsei University, Seoul, Republic of Korea.ORCID http://orcid.org/0009-0009-6212-8417
Seunghwan KohSchool of Mechanical Engineering, Yonsei University, Seoul, Republic of Korea.
Jongbaeg KimSchool of Mechanical Engineering, Yonsei University, Seoul, Republic of Korea. kimjb@yonsei.ac.kr.ORCID http://orcid.org/0000-0003-4434-5871

Funding

National Research Foundation of Korea (NRF) RS-2023-00222166
6 · The paper itself

Abstract

Flexible tactile displays have gained significant attention for their ability to deliver tactile feedback to users, complementing widely used visual displays and auditory output devices. However, previously reported tactile displays have limited spatial resolutions because they are mostly confined to centimeter-scale sizes, restricting the provision of sophisticated tactile feedback. We developed a microscale flexible actuator using water as a liquid phase-change material (PCM), which exhibits a large volumetric expansion upon phase transition from liquid to vapor. The actuator consisted of a flexible microheater, PCM, and stretchable elastomer membrane. A scalable batch fabrication process was used to form PCM chambers localized within the heater regions. Microscale PCM actuators have a thickness of less than 200 μm, making them easy to attach to curved surfaces. The device achieves a response time of 600 ms and a displacement of 580 μm and operates at a low power consumption of 300 mW. Integrating this tactile display with a commercial virtual-reality headset for visual feedback enables immersive multisensory information delivery to users.

Identifiers

PMID42156728
PMCPMC13187177

What OpenQuestion holds

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LicenceCC BY
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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.