Evidence map›Paper›PMID 41470470›Full record

ArticleMicromachines2025

Femtosecond Laser Polishing of AlN Ceramics and Numerical Simulation of Ablated Morphology.

Ruikang Shi, Zhenyu Zhao, Houming Zhou, Jin He

Abstract read
In one paragraph

Article in Micromachines, 2025. 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

4 authors.

Ruikang ShiCollege of Sino-German, Shenzhen Institute of Information Technology, Shenzhen 518172, China.
Zhenyu ZhaoCollege of Sino-German, Shenzhen Institute of Information Technology, Shenzhen 518172, China.
Houming ZhouSchool of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan 411105, China.
Jin HeCollege of Sino-German, Shenzhen Institute of Information Technology, Shenzhen 518172, China.

Funding

Zhenyu ZHAO PT2021B001Zhenyu ZHAO1 2022CJPT019
6 · The paper itself

Abstract

To meet the surface polishing requirements of aluminum nitride (AlN) ceramics, this study developed a multi-objective optimization experimental model based on response surface methodology (RSM), with surface roughness as the key optimization target. A systematic series of femtosecond laser polishing experiments were conducted. Polishing effectiveness and the evolution of material properties under different process parameters were comprehensively evaluated through surface morphology characterization, microhardness testing, friction and wear experiments, and energy-dispersive X-ray spectroscopy (EDS) analysis. The experimental results indicated that the optimal combination of process parameters, as determined by RSM optimization, was identified as a laser power of 17.43 W, pulse frequency of 292.29 kHz, and scanning speed of 1004.82 mm/s. Under these parameters, femtosecond laser polishing significantly reduced the surface roughness of the AlN ceramic, with the initial Ra value decreasing from 2.513 μm to 0.538 μm, a reduction of 78.57%. Compared to CO

Indexed as

aluminum nitride ceramicsfemtosecond laser polishingnumerical simulationresponse surface methodologysurface integrity

Identifiers

PMID41470470
PMCPMC12734426

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.