Evidence map›Paper›PMID 42738157›Full record

ArticleMaterials (Basel, Switzerland)2026

Atomic-Scale Mechanism of Titanium-Induced Frictional Removal of Silicon Carbide: A Molecular Dynamics Study.

Xu Ling, Wanbo Tian, Yan Li, Liqi Li, Junliang Dai, Kunpeng Li, Zhuo Li

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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.

Xu LingCollege of Intelligent Control Engineering, Hunan Chemical Technical University, Zhuzhou 412000, China.
Wanbo TianCollege of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, China.
Yan LiCollege of Civil Engineering, Hunan University, Changsha 410082, China.
Liqi LiInstitute of Manufacturing Engineering, Huaqiao University, Xiamen 361021, China.
Junliang DaiCollege of Intelligent Control Engineering, Hunan Chemical Technical University, Zhuzhou 412000, China.
Kunpeng LiCollege of Intelligent Control Engineering, Hunan Chemical Technical University, Zhuzhou 412000, China.
Zhuo LiCollege of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, China.ORCID 0009-0001-4042-8410

Funding

Aid Program for Research and Innovation Team in Hunan Chemical Vocational Technology College NO.HNHYTD202508, NO.HNHYTD202515National Key Research and Development Program of China 2025ZD0718401
6 · The paper itself

Abstract

The atomic-scale mechanism of the titanium-induced frictional removal of 3C-SiC remains insufficiently understood, particularly regarding the role of interfacial chemical interactions in material removal. In this study, molecular dynamics (MD) simulations were performed to systematically investigate the interfacial reactions, atomic migration, and structural evolution during titanium friction on SiC surfaces. The results demonstrate that Ti atoms diffuse into the SiC lattice, while Si and C atoms migrate toward the Ti layer, leading to the formation and evolution of Ti-Si and Ti-C bonds at the friction interface. These tribochemical interactions disrupt the stable Si-C bonding network, promote atomic rearrangement, and accelerate lattice amorphization, thereby facilitating friction-induced material removal. Compared with the Si-terminated surface, the C-terminated surface exhibits stronger Ti-C chemical affinity, resulting in enhanced interfacial diffusion, more severe amorphization, and pronounced graphitization. Moreover, increasing the indentation depth mainly enhances mechanical deformation, whereas higher sliding velocity and temperature promote atomic activation and interfacial chemical reactions. This work reveals the synergistic mechanism of tribochemical bonding and structural transformation during titanium-assisted SiC removal, providing fundamental insights and theoretical guidance for the development of high-efficiency and low-damage ultra-precision machining technologies for SiC.

Indexed as

amorphizationfriction-induced material removalgraphitizationmolecular dynamics simulationsilicon carbide (SiC)titanium

Identifiers

PMID42738157
PMCPMC13567420

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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.