Evidence map›Paper›PMID 41681256›Full record

ArticleMaterials (Basel, Switzerland)2026

Milling Parameters and Quality of Machined Surface of Wire Arc Additive Manufactured AISI 321 Steel.

Qingrong Zhang, Victor Nikolaevich Kozlov, Vasiliy Aleksandrovich Klimenov, Dmitry Anatolyevich Chinakhov, Roman Vladimirovich Chernukhin, Zeli Han, Mengxu Qi

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.

Qingrong ZhangDivision for Materials Science, School of Advanced Manufacturing Technologies, National Research Tomsk Polytechnic University, Tomsk 634050, Russia.ORCID 0009-0002-7820-1227
Victor Nikolaevich KozlovDepartment of Mechanical Engineering, School of Advanced Manufacturing Technologies, National Research Tomsk Polytechnic University, Tomsk 634050, Russia.
Vasiliy Aleksandrovich KlimenovDivision for Materials Science, School of Advanced Manufacturing Technologies, National Research Tomsk Polytechnic University, Tomsk 634050, Russia.ORCID 0000-0001-7583-0170
Dmitry Anatolyevich ChinakhovFaculty of Aircraft Engineering, Novosibirsk State Technical University, Novosibirsk 630073, Russia.ORCID 0000-0002-4319-7945
Roman Vladimirovich ChernukhinThe Faculty of Mechanical Engineering and Technologies, Novosibirsk State Technical University, Novosibirsk 630073, Russia.ORCID 0000-0003-1324-0161
Zeli HanDivision for Materials Science, School of Advanced Manufacturing Technologies, National Research Tomsk Polytechnic University, Tomsk 634050, Russia.ORCID 0000-0001-6502-6541
Mengxu QiDepartment of Mechanical Engineering, School of Advanced Manufacturing Technologies, National Research Tomsk Polytechnic University, Tomsk 634050, Russia.ORCID 0000-0003-3738-0193

Funding

Tomsk Polytechnic University Priority-2030-EEZ-043-198-2025
6 · The paper itself

Abstract

Due to the unique microstructure and mechanical heterogeneity of austenitic stainless steel made via wire arc additive manufacturing (WAAM), its machinability differs significantly from that of rolled material. Accordingly, this study systematically investigates the influence of milling strategies on key process responses (cutting forces, surface roughness, vibration displacement, and temperature) to reveal the mechanisms of machining parameters during the milling of WAAM-fabricated austenitic stainless steel. The material used in this study is ER321 austenitic stainless steel. During deposition, the fusion zone cools more slowly than the transition zone; consequently, the fusion zone exhibits a hardness approximately 20 HV

Indexed as

austenitic stainless steelcutting forcesmachining parametersmillingsurface roughnesstemperaturevibrationwire arc additive manufacturing

Identifiers

PMID41681256
PMCPMC12898575

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.