Evidence map›Paper›PMID 42513083›Full record

ArticleMicromachines2026

A Molecular Dynamics Study on Cutting-Strategy-Dependent Subsurface Damage in Single-Crystal Silicon During Ultra-Precision Machining.

Bo Huang, Pengyue Zhao, Liang Qiao, Ruihan Li, Meng Li, Shuhan Peng, Huan Liu

Abstract read
In one paragraph

Article in Micromachines, 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.

Bo HuangHeilongjiang Provincial Meteorological Data Center, No. 71, Tietan Street, Harbin 150001, China.
Pengyue ZhaoSchool of Instrumentation Science and Engineering, Harbin Institute of Technology, Harbin 150080, China.ORCID 0000-0003-0977-6684
Liang QiaoHeilongjiang Provincial Meteorological Data Center, No. 71, Tietan Street, Harbin 150001, China.
Ruihan LiSchool of Instrumentation Science and Engineering, Harbin Institute of Technology, Harbin 150080, China.ORCID 0009-0001-2927-2101
Meng LiSchool of Instrumentation Science and Engineering, Harbin Institute of Technology, Harbin 150080, China.ORCID 0009-0008-7833-5958
Shuhan PengHeilongjiang Provincial Meteorological Data Center, No. 71, Tietan Street, Harbin 150001, China.
Huan LiuSchool of Instrumentation Science and Engineering, Harbin Institute of Technology, Harbin 150080, China.

Funding

China Postdoctoral Science Foundation 2025T181156National Natural Science Foundation of China 52405585,52575616Postdoctoral Fellowship Program of CPSF GZC20242223
6 · The paper itself

Abstract

This study investigates the material removal mechanism and the evolution of subsurface damage (SSD) in single-crystal silicon during ultra-precision machining using molecular dynamics (MD) simulations. A three-dimensional MD model was established by employing Tersoff and Morse interaction potentials to evaluate the effects of different cutting strategies on cutting response, stress distribution, surface morphology, and defect evolution. The results show that the multi-pass cutting strategy effectively reduces the mean cutting force and suppresses severe stress concentration regions exceeding 7 GPa. This improvement is mainly attributed to the progressive release of residual stress and the more gradual removal of material during successive cutting passes. The formation of SSD is dominated by lattice distortion and amorphous phase transformation, both of which are closely associated with localized high von Mises stress beneath the machined surface. Further analyses of surface morphology and defect density indicate that a multi-pass strategy with a single-pass cutting depth below 1 nm provides a favorable balance between machining efficiency and surface integrity. These findings provide atomistic insights into damage suppression and process optimization for the ultra-precision machining of brittle semiconductor materials.

Indexed as

molecular dynamicsmonocrystalline siliconmulti-pass cuttingsubsurface damageultra-precision machining

Identifiers

PMID42513083
PMCPMC13413953

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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.