Evidence map›Paper›PMID 42361168›Full record

ArticleScience advances2026

Nanoscale frictional imaging of ferroelectric domains.

Seongwoo Cho, Hyeonbin Moon, Iaroslav Gaponenko, Eunnuri Cho, Céline Lichtensteiger, Ruben Skjelstad Dragland, Ji Hye Lee, Jan Schultheiß, Dennis Meier, Seunghwa Ryu and 2 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.

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0cells of the map it votes in
0citing papers in PubMed
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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.

Seongwoo ChoDepartment of Quantum Matter Physics, University of Geneva, 1211 Geneva, Switzerland.ORCID 0000-0002-3000-4251
Hyeonbin MoonDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea.ORCID 0009-0000-3024-0898
Iaroslav GaponenkoDepartment of Quantum Matter Physics, University of Geneva, 1211 Geneva, Switzerland.ORCID 0000-0002-9694-7033
Eunnuri ChoDepartment of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea.
Céline LichtensteigerDepartment of Quantum Matter Physics, University of Geneva, 1211 Geneva, Switzerland.ORCID 0000-0002-9796-8071
Ruben Skjelstad DraglandDepartment of Materials Science and Engineering, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway.ORCID 0009-0005-3642-2779
Ji Hye LeeAdvanced Institute of Convergence Technology, Seoul National University, Suwon 16229, Republic of Korea.ORCID 0000-0001-6840-6451
Jan SchultheißDepartment of Materials Science and Engineering, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway.ORCID 0000-0001-7389-1295
Dennis MeierDepartment of Materials Science and Engineering, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway.ORCID 0000-0002-8623-6705
Seunghwa RyuDepartment of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea.ORCID 0000-0001-9516-5809
Seungbum HongDepartment of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea.ORCID 0000-0002-2667-1983
Patrycja ParuchDepartment of Quantum Matter Physics, University of Geneva, 1211 Geneva, Switzerland.ORCID 0000-0001-7799-6721

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nanoscale control of electromechanical coupling transforms frictional information into a direct probe of ferroelectric polarization. Here, we show that an asymmetric friction response induced by high contact forces applied with a scanning probe microscopy tip enables spatially resolved visualization of ferroelectric polarization in thin films and single crystals. In agreement with multifield coupled continuum mechanical simulations, our results reveal that this friction asymmetry results from flexoelectrically induced polarization either competing with or enhancing the ferroelectric polarization, thus giving mechanical information on its orientation. This technique, which we term polarization-derived friction microscopy, allows rapid, low-cost, and voltage-free imaging of ferroelectric domains, thereby minimizing electrostatic measurement artifacts and achieving high scan rates beyond 14 frames per second. Our work opens broad opportunities for high-throughput functional imaging of surfaces with extensive potential applications such as voltage-free data acquisition and studies of polarization dynamics in complex environments.

Identifiers

PMID42361168
PMCPMC13308593

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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.