Evidence map›Paper›PMID 41665157›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Deformation Driven Suction Cups: A Mechanics-Based Approach to Wearable Electronics.

Seola Lee, Andrew Akerson, Roham Pardakhtim, Ehsan Hajiesmaili, Kevin Rhodes, Zidong Li, Andrew Stanley, Amirhossein Amini, Daniele Piazza, Chiara Daraio and 1 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

11 authors.

Seola LeeReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Andrew AkersonReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Roham PardakhtimReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Ehsan HajiesmailiReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Kevin RhodesReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Zidong LiReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Andrew StanleyReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Amirhossein AminiReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Daniele PiazzaReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Chiara DaraioReality Labs Research, Meta Platforms, Inc., Redmond, USA.
Tianshu LiuReality Labs Research, Meta Platforms, Inc., Redmond, USA.ORCID https://orcid.org/0000-0002-3486-7791

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wearable electronics are essential for health monitoring, haptic feedback, and human-computer interaction. However, maintaining stable contact with skin remains challenging due to its softness, roughness, and variability across body sites. Conventional solutions such as grounding bands or adhesive tapes often suffer from contact loss and limited repeatability. Suction-based adhesives offer a promising alternative by generating negative pressure without tight compression or chemical adhesives, but most designs assume rigid surfaces and overlook skin mechanics. Inspired by traditional cupping therapies, we introduce a suction adhesive system that attaches to diverse skin regions through elastic deformation and recovery. Using analytical modeling, simulations, and experiments, we develop a mechanics-based framework that links suction performance to cup geometry, substrate compliance, and interfacial adhesion. We show that wide, flat cups are effective on rigid surfaces but fail on soft substrates, while narrow, tall cups maintain recoverable volume and strong adhesion. To improve sealing on rough, dry skin, we introduce a soft, tacky interfacial layer guided by contact mechanics. Our design principles enable robust attachment of motion sensors, haptic actuators, and electrophysiological electrodes across diverse anatomical regions, offering a versatile, skin-friendly platform for next-generation wearable electronics.

Indexed as

AdhesivesElectronicsEquipment DesignWearable Electronic DevicesHumansSuctionAdhesivescontact mechanicsdry adhesivesskin‐conformal interfacesuction adhesionwearable electronics

Identifiers

PMID41665157
PMCPMC13067814

What OpenQuestion 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 OpenQuestion graph.