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Editor-in-Chief: Tong-Yi Zhang
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Editor-in-Chief: Tong-Yi Zhang
Median time to first editorial decision: 7 days
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Journal of Materials Informatics

Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water

A review on high-throughput development of high-entropy alloys by combinatorial methods

High-entropy alloy catalysts: high-throughput and machine learning-driven design

Process parameter optimization of metal additive manufacturing: a review and outlook

Recent progress in the data-driven discovery of novel photovoltaic materials

A hybrid deep learning model for robust and data-efficient lithium-ion battery remaining useful life prediction

Machine learning-driven morphology identification and classification of high-throughput functional oxide films

ABC2-type short-wave infrared photodetector materials discovered via high-throughput screening and machine learning

Machine learning-enabled design and lifetime prediction of solid oxide fuel cells 

Computational strategies for high strength and thermal conductivity casting Mg/Al alloys design

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Accelerated discovery of potential heat-resistant Al8Cu4X phases via high-throughput first-principles calculations

Bin Zhou, ...Baiqing Xiong
Open Access Research Article DOI: 10.20517/jmi.2025.97 16 Apr 2026
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Machine learning and shap-based prediction of multifactor thermal-oxidative aging behavior in glass fiber reinforced polyamide6

Hui Zhan, ...Tongfei Shi
Open Access Research Article DOI: 10.20517/jmi.2025.81 16 Apr 2026
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Decoding donor/acceptor hierarchy in DAD triads via fragment-centric machine learning

Xiaopeng Zhang, ...Yanan Zhu
Open Access Research Article DOI: 10.20517/jmi.2025.92 14 Apr 2026
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Machine learning-assisted design of carbon nanotube-based single-atom catalysts for hydrogen evolution reaction

Miaomiao Xue, ...Chuangwei Liu
Open Access Research Article DOI: 10.20517/jmi.2025.96 13 Apr 2026
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Cluster-model-embedded first-principles study of thermodynamic stability and elastic properties in (Zr, Ti)Cx carbides

Qixiang Zhang, ...Zhongwei Zhang
Open Access Research Article DOI: 10.20517/jmi.2025.82 12 Apr 2026
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Transformative strategies in photocatalyst design: merging computational methods and deep learning

Jianqiao Liu, ... Ce FuCe Fu
Open Access Review DOI: 10.20517/jmi.2024.48 30 Dec 2024
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Applications of machine learning method in high-performance materials design: a review

Junhao YuanJunhao Yuan, ... Qing WangQing Wang
Open Access Review DOI: 10.20517/jmi.2024.15 26 Sep 2024
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Machine learning assisted crystal structure prediction made simple

Chuan-Nan LiChuan-Nan Li, ... Xie ZhangXie Zhang
Open Access Review DOI: 10.20517/jmi.2024.18 29 Sep 2024
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New Rare Earth Materials and Artificial Intelligence

Prof. Xingjun Liu; Prof. Xingyu Gao; Prof. Xiaoyu Chong

Submission Deadline: 31 Dec 2026

Published articles: 1

AI-Driven Design and Intelligent Manufacturing of Advanced Copper Alloy

Prof. Yanbin Jiang; Prof. Huadong Fu; Prof. Zhu Xiao

Submission Deadline: 31 Dec 2026

Published articles: 0

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Themed Collections
machine learning
Topic: Advances in Machine Learning for Photoelectric Materials Research and Applications
Topic: AI/ML for Materials Discovery and Computing
Topic: “Unlocking the AI Future of Materials Science”: Selected Papers from the International Workshop on Data-driven Computational and Theoretical Materials Design (DCTMD)
Volume 6, Issue 2 (in progress)
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Journal of Materials Informatics 2025 Annual Awards - Winners Announced
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The two parties join forces to enhance the journal’s academic quality and global impact, strengthen high-level academic exchange, and advance the field of materials informatics.
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JMI: 80% of Editorial Board Members on the List

Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water

A review on high-throughput development of high-entropy alloys by combinatorial methods

High-entropy alloy catalysts: high-throughput and machine learning-driven design

Process parameter optimization of metal additive manufacturing: a review and outlook

Recent progress in the data-driven discovery of novel photovoltaic materials

A hybrid deep learning model for robust and data-efficient lithium-ion battery remaining useful life prediction

Machine learning-driven morphology identification and classification of high-throughput functional oxide films

ABC2-type short-wave infrared photodetector materials discovered via high-throughput screening and machine learning

Machine learning-enabled design and lifetime prediction of solid oxide fuel cells 

Computational strategies for high strength and thermal conductivity casting Mg/Al alloys design

Transformative strategies in photocatalyst design: merging computational methods and deep learning
Jianqiao Liu, ... Ce FuCe Fu
Open Access | Review | 30 Dec 2024
Views: | Downloads:
Download PDF
Applications of machine learning method in high-performance materials design: a review
Junhao YuanJunhao Yuan, ... Qing WangQing Wang
Open Access | Review | 26 Sep 2024
Views: | Downloads:
Download PDF
Machine learning assisted crystal structure prediction made simple
Chuan-Nan LiChuan-Nan Li, ... Xie ZhangXie Zhang
Open Access | Review | 29 Sep 2024
Views: | Downloads:
Download PDF

New Rare Earth Materials and Artificial Intelligence

Prof. Xingjun Liu; Prof. Xingyu Gao; Prof. Xiaoyu Chong

Submission Deadline: 31 Dec 2026

Published articles: 1

AI-Driven Design and Intelligent Manufacturing of Advanced Copper Alloy

Prof. Yanbin Jiang; Prof. Huadong Fu; Prof. Zhu Xiao

Submission Deadline: 31 Dec 2026

Published articles: 0

Related Journals

Energy Materials

Editor-in-Chief: Yuping Wu

Intelligence & Robotics

Editor-in-Chief: Simon X. Yang

Coming soon.

Volume 6, Issue 2 (in progress)
Volume 6, Issue 1
Volume 5, Issue 4
Volume 5, Issue 3
Volume 5, Issue 2
Volume 5, Issue 1
Volume 4, Issue 4
Volume 4, Issue 3
Volume 4, Issue 2
Volume 4, Issue 1
Volume 3, Issue 4
Volume 3, Issue 3
Volume 3, Issue 2
Volume 3, Issue 1
Volume 2, Issue 4
Volume 2, Issue 3
Volume 2, Issue 2
Volume 2, Issue 1
Volume 1, Issue 2
Volume 1, Issue 1
Articles Collection
Journal of Materials Informatics
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