Evidence map›Paper›PMID 41168995›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Two-Dimensional Alloying at the Iron-Copper Interface in Steel Driven by Magnetic Friedel Oscillations.

Wen-Qiang Xie, Jin-Li Cao, Jian-Long Kou, Wen Tong Geng

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. 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

4 authors.

Wen-Qiang XieDepartment of Physics, Zhejiang Normal University, Jinhua, 321004, China.
Jin-Li CaoInstitute of Reactor Engineering and Technology, China Institute of Atomic Energy, Beijing, 102413, China.
Jian-Long KouSchool of Materials Science and Engineering, Hainan University, Haikou, 570228, China.
Wen Tong GengDepartment of Physics, Zhejiang Normal University, Jinhua, 321004, China.ORCID https://orcid.org/0000-0002-9838-5644

Funding

National Key R&D Program of China 2022YFB3707501Natural Science Foundation of Hainan Province 124QN178Natural Science Foundation of Hainan Province 125RC629Natural Science Foundation of Ningxia 2024AAC03174Stable Basic Scientific Research Program, State administration of Science, Technology and Industry for National Defense BJ020261223286
6 · The paper itself

Abstract

Copper precipitation is widely used in steel engineering, but the nanoscale size of early-stage Cu precipitates makes determining their composition experimentally challenging. The late Professor Morris Fine highlighted the puzzling discrepancy between the low solubility of Fe in bulk Cu and the surprisingly high Fe content in Cu precipitates revealed by atom probe tomography. Using rigorous first-principles density functional theory calculations, stable Fe/Cu interfacial structures are systematically searched for and find a single diffuse layer at the (001) interface, up to two diffuse layers in the [111] direction, and no diffuse atomic layer in the [110] orientation. Magnetic Friedel oscillations drive 2D alloying at the (001) interface, while configurational entropy governs alloying at (111). These interfacial alloying effects explain the significant Fe content observed in nanoscale Cu precipitates. Further calculations show that this alloying substantially alters impurity segregation at the (001) interface. In particular, enhanced hydrogen trapping at the interface suggests that Cu precipitates may help mitigate hydrogen embrittlement in steel. These findings reveal how quantum interference effects can drive interfacial mixing and open new avenues for atomic-scale alloy design guided by electronic structure.

Indexed as

2D alloyingdensity functional theoryiron‐copper interfacemagnetic Friedel oscillationsnanoscale copper precipitates

Identifiers

PMID41168995
PMCPMC12806526

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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.