Evidence map›Paper›PMID 42902872›Full record

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

Mechanism of Direct Acoustic Construction and Gradient Properties Tuning.

Dandan Wu, Lijuan Zheng, Guang Yao, Zijun Liu, Liyan Luo, Cile Liang, Chengyong Wang

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

7 authors.

Dandan WuSchool of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China.
Lijuan ZhengSchool of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China.
Guang YaoSchool of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China.
Zijun LiuSchool of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China.
Liyan LuoSchool of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China.
Cile LiangSchool of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China.
Chengyong WangSchool of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China.ORCID https://orcid.org/0000-0001-6785-9491

Funding

National Natural Science Foundation of China 52250109National Natural Science Foundation of China 52450004
6 · The paper itself

Abstract

Despite the effectiveness of microstructured elastomers for force sensing, current fabrication methods struggle to precisely control the gradient properties of complex microstructures due to limited energy-field flexibility, resulting in uniform performance that hinders high-sensitivity sensing. Here, directed acoustic construction (DAC) technology is employed to fabricate fingerprint-inspired elastomeric microstructures with intra-layer gradient properties, and the underlying mechanisms of acoustic curing, particle reinforcement, and property tuning are revealed. The acoustic-induced curing of polydimethylsiloxane (PDMS) arises from synergistic physical, chemical, and mechanical effects. The incorporation of diamond particles into the PDMS matrix reinforces all three acoustic effects, thereby promoting polymerization and curing, which in turn broadens the tunable range of properties via acoustic waves. DAC enables omnidirectional patterning of microstructures and wide-range gradient modulation, with feature sizes of approximately 200 µm. The resulting microstructure exhibits distinct inner-outer mechanical responses, producing a linear contact area-pressure relationship that enhances sensitivity and linearity. Compared with those of the uniform microstructures, the force sensing sensitivity is improved by 52.06%. When integrated onto a robotic fingertip as a functional sensing layer, it can distinguish fine textures and detect multidirectional forces. DAC enables site-specific quantitative modulation and rapid fabrication (within 10 min), expanding its applications in micro/nanofabrication and flexible sensing.

Indexed as

acoustic‐induced curing and tuning mechanismscircumferential fingerprint structuredirected acoustic constructionflexible sensinggradient properties

Identifiers

PMID42902872
PMCPMC13683983

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.