Evidence map›Paper›PMID 41156409›Full record

ArticleMicromachines2025

Numerical Simulation and Experimental Study on Picosecond Laser Polishing of 4H-SiC Wafer.

Yixiong Yan, Yuxuan Cheng, Sijia Chen, Yu Tang, Fan Zhang, Piaopiao Gao

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. 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

6 authors.

Yixiong YanCollege of Mechanical and Vehicle Engineering, Changsha University of Science & Technology, Changsha 410114, China.ORCID 0000-0002-4887-3877
Yuxuan ChengCollege of Mechanical and Vehicle Engineering, Changsha University of Science & Technology, Changsha 410114, China.
Sijia ChenCollege of Mechanical and Vehicle Engineering, Changsha University of Science & Technology, Changsha 410114, China.
Yu TangCollege of Mechanical and Vehicle Engineering, Changsha University of Science & Technology, Changsha 410114, China.
Fan ZhangState Key Laboratory of Precision Manufacturing for Extreme Service Performance, School of Automation, Central South University, Changsha 410083, China.
Piaopiao GaoSchool of Intelligent Manufacturing and Energy Engineering, Zhejiang University of Science and Technology, Hangzhou 310023, China.ORCID 0000-0002-3124-8370

Funding

Key R&D Program Project of Hunan Province Grant No. 2024JK2068National Natural Science Foundation of China Grant No.52405609Natural Science Foundation of Hunan Province of China Grant No. 2023JJ40049Open Research Fund of State Key Laboratory of Precision Manufacturing for Extreme Service Performance, Central South University Grant No. Kfkt2022-14
6 · The paper itself

Abstract

4H-SiC wafers usually require polishing treatment after slicing to improve the surface quality. However, traditional polishing processes have problems such as low removal efficiency and easy surface damage, which affect the reliability of electronic devices. In this paper, picosecond laser polishing technology is used to study the 4H-SiC wafers after slicing. Numerical models of single-pulse ablation and moving heat source polishing were established to reveal the interaction mechanism between laser and material, including the dynamic evolution of free electron density and the remarkable spatiotemporal non-equilibrium heat transfer characteristics of the electron-lattice system. The sliced 4H-SiC surface with a roughness of 2265 nm was polished by a 1064 nm picosecond laser, and the influence of laser power and scanning speed on the surface quality was systematically studied. By collaboratively optimizing the polishing power and speed, the surface roughness of the sample can be significantly reduced to 207.33 nm (a decrease of 90.85%). The research results indicate that an ultrafast laser is suitable for the pretreatment process of sliced silicon carbide wafers, laying a foundation for further research in the future. This research has a certain research significance for promoting the development of ultrafast laser polishing technology for single crystal silicon carbide wafers and improving the performance and reliability of semiconductor devices.

Indexed as

picosecond laserpolishingsilicon carbide wafersurface qualitytwo-temperature model

Identifiers

PMID41156409
PMCPMC12566486

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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.