Journal of Materials Informatics
All Journals
Search Log In
Editor-in-Chief: Tong-Yi Zhang
Indexing: ESCI, CAS, Dimensions, Lens, CNKI, ASCI,
Median time to first editorial decision: 7 days
Home Articles Special Topics Volumes Webinars Videos
Journal of Materials Informatics
Search Submit
Editor-in-Chief: Tong-Yi Zhang
Median time to first editorial decision: 7 days
Home Articles Special Topics Volumes Webinars Videos

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

Material intelligent visualization design via two-dimensional symbolic feature generation

Transfer learning-based prediction of high-temperature fatigue performance in Fe-based structural alloys with limited data

Deciphering the strength-ductility trade-off in (CuNiMn)-X alloys via interpretable machine learning

Physics-informed machine learning framework integrating solid solution strengthening theory for accelerated hardness prediction in high-entropy alloys

Articles

Most Recent | Most Viewed | Most Downloaded

Phase Lab: a cloud-native CALPHAD-to-data platform for accelerated alloy design and AI/ICME/MGE workflows

Lihui Yan, ...Yin Wang
Open Access Research Article DOI: 10.20517/jmi.2026.05 27 May 2026
Views: Downloads:
Download PDF

A survey of agentic materials science and engineering: where are we and where are we going?

Jiayi Zhu, ...Tongyi Zhang
Open Access Review DOI: 10.20517/jmi.2026.07 25 May 2026
Views: Downloads:
Download PDF

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

Yunjian Chen, ...Qian Li
Open Access Review DOI: 10.20517/jmi.2025.99 21 May 2026
Views: Downloads:
Download PDF

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

Shimeng Kang, ...Zehua Pan
Open Access Review DOI: 10.20517/jmi.2025.100 18 May 2026
Views: Downloads:
Download PDF

Simulation-augmented learning for ballistic performance prediction of ultra-high-strength steel

Qichao Wei, ...Xingwang Cheng
Open Access Research Article DOI: 10.20517/jmi.2025.95 17 May 2026
Views: Downloads:
Download PDF

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
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 DOI: 10.20517/jmi.2024.15 26 Sep 2024
Views: Downloads:
Download PDF

Machine learning-enabled optoelectronic material discovery: a comprehensive review

Yu Shu, ...Zhimei Sun
Open Access Review DOI: 10.20517/jmi.2025.13 28 May 2025
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

Coming soon.

For Reviewers

Peer Review Guidelines
For Readers

Add your e-mail address to receive forthcoming Issues of this journal:

Themed Collections
machine learning
Topic: Exploring Materials Informatics: Emerging Technologies Inspired by the 2024 Nobel Prize
Topic: Advances in Machine Learning for Photoelectric Materials Research and Applications
Topic: AI/ML for Materials Discovery and Computing
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
Related Journals

Energy Materials

Editor-in-Chief: Yuping Wu

Intelligence & Robotics

Editor-in-Chief: Simon X. Yang
Journal of Materials Informatics Announces 2025 Impact Factor: 8.0 (Q1)!
Journal of Materials Informatics ranked 102/472 in Materials Science, Multidisciplinary
Interview with Prof. Ankit Agrawal - How AI is Reshaping Materials Discovery and Design
Exploring Materials Prediction, Inverse Design, Data Quality, Model Trustworthiness, and the Future of Materials Informatics
Journal of Materials Informatics 2025 Annual Awards - Winners Announced
Congratulations
OAE and Shanghai University Establish Strategic Partnership to Advance JMI
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.

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

Material intelligent visualization design via two-dimensional symbolic feature generation

Transfer learning-based prediction of high-temperature fatigue performance in Fe-based structural alloys with limited data

Deciphering the strength-ductility trade-off in (CuNiMn)-X alloys via interpretable machine learning

Physics-informed machine learning framework integrating solid solution strengthening theory for accelerated hardness prediction in high-entropy alloys

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-enabled optoelectronic material discovery: a comprehensive review
Yu Shu, ...Zhimei Sun
Open Access | Review | 28 May 2025
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
ISSN 2770-372X (Online)
Navigation
Follow Us
Navigation

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/

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/
Discover Content
Follow OAE
Twitter
Facebook
LinkedIn
YouTube
BiLiBiLi
WeChat
Rss
© 2016-2026 OAE Publishing Inc., except certain content provided by third parties