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Submission to first decision:
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Volume 5
Volume 5, Issue 1 (2025)
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Volume 5, Issue 1 (2025) – 14 articles
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Review
AI in single-atom catalysts: a review of design and applications
Qiumei Yu, ... Zhanhua Wei
J. Mater. Inf.
2025
,
5
, 9.
DOI:
10.20517/jmi.2024.78
Review | Available online: 11 Feb 2025
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Superior single-atom and single-cluster catalysts towards electrocatalytic nitrogen reduction reactions: a theoretical perspective
Haihong Meng, ... Zhongfang Chen
J. Mater. Inf.
2025
,
5
, 3.
DOI:
10.20517/jmi.2024.74
Review | Available online: 12 Jan 2025
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Research Article
Machine-learning prediction of facet-dependent CO coverage on Cu electrocatalysts
Shanglin Wu, ... Feng Pan
J. Mater. Inf.
2025
,
5
, 14.
DOI:
10.20517/jmi.2024.77
Research Article | Available online: 25 Feb 2025
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A property-oriented self-decision design strategy of low-alloyed rare earth-free magnesium alloys with a good strength-ductility synergy based on machine learning
Xu Qin, ... Bin Jiang
J. Mater. Inf.
2025
,
5
, 13.
DOI:
10.20517/jmi.2024.92
Research Article | Available online: 21 Feb 2025
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PINK: physical-informed machine learning for lattice thermal conductivity
Yujie Liu, ... Zhibin Gao
J. Mater. Inf.
2025
,
5
, 12.
DOI:
10.20517/jmi.2024.86
Research Article | Available online: 19 Feb 2025
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Design of Fe
2
Mo@γ-GDY triatomic catalyst for electrocatalytic urea synthesis of N
2
and CO: a theoretical study
Linyuan Chi, ... Qing Jiang
J. Mater. Inf.
2025
,
5
, 11.
DOI:
10.20517/jmi.2024.49
Research Article | Available online: 12 Feb 2025
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Towards mechanical performance paradox and behind thermo-kinetic origins of aluminum alloys with additional solutes (X = Mg, Cu and Si) from atomistic simulations
Jinglian Du
, ... Feng Liu
J. Mater. Inf.
2025
,
5
, 10.
DOI:
10.20517/jmi.2024.68
Research Article | Available online: 12 Feb 2025
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An optimized strategy for density prediction of intermetallics across varied crystal structures via graph neural network
Dexin Zhu
, ... Xinping Mao
J. Mater. Inf.
2025
,
5
, 8.
DOI:
10.20517/jmi.2024.76
Research Article | Available online: 9 Feb 2025
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Interpretable model of dielectric constant for rational design of microwave dielectric materials: a machine learning study
Ye Sheng, ... Wenqing Zhang
J. Mater. Inf.
2025
,
5
, 7.
DOI:
10.20517/jmi.2024.75
Research Article | Available online: 7 Feb 2025
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Improved hardness prediction for reduced-activation high-entropy alloys by incorporating symbolic regression and domain adaptation on small datasets
Hao Pan
, ... Shijun Zhao
J. Mater. Inf.
2025
,
5
, 6.
DOI:
10.20517/jmi.2024.71
Research Article | Available online: 7 Feb 2025
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AI-driven design of fluorine-free polymers for sustainable and high-performance anion exchange membranes
William Schertzer, ... Rampi Ramprasad
J. Mater. Inf.
2025
,
5
, 5.
DOI:
10.20517/jmi.2024.69
Research Article | Available online: 15 Jan 2025
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A new simple and efficient molecular descriptor for the fast and accurate prediction of log P
Xiaojian Zeng, ... Yecheng Zhou
J. Mater. Inf.
2025
,
5
, 4.
DOI:
10.20517/jmi.2024.61
Research Article | Available online: 15 Jan 2025
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Predicting stacking fault energy in austenitic stainless steels via physical metallurgy-based machine learning approaches
Longyu Song, ... Xiaolu Wei
J. Mater. Inf.
2025
,
5
, 2.
DOI:
10.20517/jmi.2024.70
Research Article | Available online: 7 Jan 2025
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Discovering polyimides and their composites with targeted mechanical properties through explainable machine learning
Weilong Hu, ... Zhao-Yan Sun
J. Mater. Inf.
2025
,
5
, 1.
DOI:
10.20517/jmi.2024.59
Research Article | Available online: 3 Jan 2025
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Journal of Materials Informatics
ISSN 2770-372X (Online)
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Committee on Publication Ethics
https://members.publicationethics.org/members/journal-materials-informatics
Portico
All published articles are preserved here permanently:
https://www.portico.org/publishers/oae/