Evidence map›Paper›PMID 40783589›Full record

ArticleScientific reports2025

Optimization and performance study of large aspect ratio SiC microgrooves by waterjet assisted laser machining.

Qijian Zhang, Wenzhao Yang, Xinwei Zhang, Jinjin Han, Yunxia Guo, Weining Lei

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

6 authors.

Qijian ZhangCollege of Mechanical and Electrical Engineering, Quanzhou University of Information Engineering, Quanzhou, 362000, China.
Wenzhao YangCollege of Mechanical Engineering, Jiangsu University of Technology, Zhongwu Avenue 1801, Changzhou, 213001, China.
Xinwei ZhangCollege of Mechanical Engineering, Jiangsu University of Technology, Zhongwu Avenue 1801, Changzhou, 213001, China.
Jinjin HanCollege of Mechanical and Electrical Engineering, Quanzhou University of Information Engineering, Quanzhou, 362000, China. hjj052@jsut.edu.cn.
Yunxia GuoCollege of Mechanical and Electrical Engineering, Henan Institute of Science and Technology, Xinxiang, 453003, China.
Weining LeiCollege of Mechanical Engineering, Jiangsu University of Technology, Zhongwu Avenue 1801, Changzhou, 213001, China.

Funding

Jiangsu University of Technology of China SJCX24_1795Jiangsu University of Technology of China SJCX25_1585National Natural Science Foundation of China 52405484Natural Science Foundation of Fujian Province 2024J08369
6 · The paper itself

Abstract

Silicon carbide (SiC) ceramics hold significant application value in high-end fields such as semiconductors and aerospace due to their exceptional mechanical properties and thermal stability. Large-aspect-ratio (LAR) microgrooves in ceramics are crucial for enabling advanced functionalities in various applications, including microfluidic devices, microelectromechanical systems (MEMS), and thermal management systems, where precise control over fluid flow, structural integrity, and heat dissipation is required. However, their extreme hardness poses challenges for traditional mechanical machining, including low efficiency and severe tool wear, while laser machining is prone to defects such as heat-affected zones and recast layers. This study innovatively employs waterjet-assisted laser micromachining (WJALM), compared to conventional underwater laser micromachining (UWLM), WJALM reduces the recast layer and microcracks through the synergistic cooling and impact effects of the waterjet, while maintaining smaller surface roughness (reduce by 42%). Furthermore, this research systematically optimized the machining parameters for LAR microgrooves through orthogonal experiments and grey-relational analysis (GRA). Results identified an optimal parameter combination is a scanning speed of 800 mm/s, pulse energy of 27 W, and waterjet velocity of 16 m/s, high-quality microgrooves with an aspect-ratio (AR) of 3.66 and an ablation-area-ratio (AAR) of 0.78 can be achieved. This study provides a novel technical solution for the precision machining of hard and brittle materials, offering substantial engineering application value.

Indexed as

Grey-relational analysisLarge-aspect-ratio microgroovesMulti-objective optimizationSilicon carbide ceramicsWaterjet-assisted laser micromachining

Identifiers

PMID40783589
PMCPMC12335510

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.