Evidence map›Paper›PMID 40813868›Full record

ArticleNature communications2025

Particulate reshapes surface jet dynamics induced by a cavitation bubble.

Xianggang Cheng, Xiao-Peng Chen, Zhi-Ming Yuan, Laibing Jia

Abstract read
In one paragraph

Article in Nature communications, 2025. 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. Article
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

4 authors.

Xianggang ChengSchool of Marine Science and Technology, Northwestern Polytechnical University, Xi'an, China.ORCID http://orcid.org/0000-0001-9137-876X
Xiao-Peng ChenSchool of Marine Science and Technology, Northwestern Polytechnical University, Xi'an, China. xchen76@nwpu.edu.cn.ORCID http://orcid.org/0000-0001-6676-9291
Zhi-Ming YuanDepartment of Naval Architecture, Ocean & Marine Engineering, University of Strathclyde, Glasgow, UK.ORCID http://orcid.org/0000-0001-9908-1813
Laibing JiaDepartment of Naval Architecture, Ocean & Marine Engineering, University of Strathclyde, Glasgow, UK. l.jia@strath.ac.uk.ORCID http://orcid.org/0000-0003-1327-5516

Funding

National Natural Science Foundation of China (National Science Foundation of China) 11872315Royal Society RGS/R2/222218
6 · The paper itself

Abstract

Liquid jet formations on water surfaces serve as a cornerstone in diverse scientific disciplines, underpinning processes in climatology, environmental science, and human health issues. Traditional models predominantly focus on pristine conditions, an idealisation that overlooks common environmental irregularities such as the presence of particulate matter on water surfaces. To address this shortfall, our research examines the dynamic interactions between surface particulate matter and cavitation bubbles using floating spheres and spark bubbles. We unveil five novel jet modes, advancing beyond classical models and demonstrating enhanced variability in jet dynamics. We observe that particulates significantly lower the energy threshold for jet formation, showing the enhanced sensitivity of jet dynamics to their presence. The phase diagram and analyses illustrate how the interplay between the dimensionless immersion time of the particulate and the spark bubble's dimensionless depth influences jet mode development, from singular streams to complex cavity forms. These insights not only advance our understanding of jet formation, but also unlock the potential for refined jet manipulation across a broad range of physical, environmental, and medical applications.

Identifiers

PMID40813868
PMCPMC12354815

What Socratic 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 Socratic graph.