Evidence map›Paper›PMID 41817457›Full record

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

Ion-Pair-Tuned Ionogels for Broad-Range Linear Pressure Sensing.

Hyeonseo Joo, Tianhao Yu, Yumin Dai, Seokkyoon Hong, Axel González Cornejo, Tristan Michael Long, Sang Mok Park, Pete S Kollbaum, Edgar Bolívar-Nieto, Young L Kim and 2 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. 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

12 authors.

Hyeonseo JooWeldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA.ORCID https://orcid.org/0009-0008-1800-1227
Tianhao YuSchool of Mechanical Engineering, Purdue University, West Lafayette, Indiana, USA.
Yumin DaiSchool of Materials Engineering, Purdue University, West Lafayette, Indiana, USA.
Seokkyoon HongWeldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA.
Axel González CornejoDepartment of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, Indiana, USA.
Tristan Michael LongSchool of Optometry, Indiana University, Bloomington, Indiana, USA.
Sang Mok ParkWeldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA.
Pete S KollbaumWeldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA.
Edgar Bolívar-NietoDepartment of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, Indiana, USA.
Young L KimWeldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA.
Dong Rip KimSchool of Mechanical Engineering, Hanyang University, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0001-6398-9483
Chi Hwan LeeWeldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA.ORCID https://orcid.org/0000-0002-4868-7054

Funding

Towards Physical-Interface Pressure Monitoring Outside the Laboratory with Lower-Limb Electronic Clothing and Robust OptimizationR21EB034879 · NIBIB · UNIVERSITY OF NOTRE DAME · PI Edgar Alberto Bolívar-Nieto · 2024 to 2026
$621k
Korea Institute for Advancement of Technology P0028319Korean Institute for Advancement of Technology RS-2024-00435157NEI NIH HHS R01EY034901-01A1NIBIB NIH HHS R21 EB034879NIBIB NIH HHS R21EB034879
6 · The paper itself

Abstract

Ionogels combine the mechanical softness of polymers with the ionic conductivity and nonvolatility of ionic liquids, offering a versatile platform for wearable electronics and sensing applications. In particular, their high deformability and ionic responsiveness make them attractive dielectric materials for capacitive pressure sensors. However, conventional ionogels often exhibit dielectric saturation and nonlinear responses at elevated pressures, limiting their usable operating range. Here, we report ion-pair-tuned ionogels that balance ionic mobility and polarizability to mitigate dielectric saturation and broaden the linear sensing range up to the megapascal level while maintaining high sensitivity. To validate broad-range functionality-from subtle physiological pressures to large mechanical loads-we integrate the ionogels into intraocular pressure sensors and prosthetic interface monitors, representing low- and high-pressure regimes. These demonstrations establish ion-pair tuning as an effective strategy for achieving broad linear sensing performance in wearable pressure sensors.

Indexed as

capacitive pressure sensorshealthcare monitoringintraocular pressure sensorsionic gelsionogelsprostheticssoft bioelectronics

Identifiers

PMID41817457
PMCPMC13248827

What OpenQuestion holds

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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.