Open Access
Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water
11 May 2022
Journal of Materials Informatics
Open Access
8.0 Impact Factor
7 days Time to First Decision
About the journal
Journal of Materials Informatics (JMI) is an international, peer-reviewed, open-access journal that aims to advance and accelerate materials discovery, design, and deployment by synergistically integrating theory, experiment, computation, and artificial intelligence. JMI prioritizes emerging research in AI for Materials, particularly Machine Learning and Data-Driven Materials Science; Materials Foundation Models; AI Agents and LLMs; Generative AI and Inverse Design; Autonomous Materials Laboratories; Software, Codes, and Algorithms for Materials Computation and Simulation; and High-Throughput Experimental Technologies, etc.
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A review on high-throughput development of high-entropy alloys by combinatorial methods
16 Mar 2023
High-entropy alloy catalysts: high-throughput and machine learning-driven design
21 Nov 2022
Process parameter optimization of metal additive manufacturing: a review and outlook
8 Oct 2022
Recent progress in the data-driven discovery of novel photovoltaic materials
21 Jun 2022
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27 Aug 2026
Yiqun Guo, ...Wangyu Hu
28 Jul 2026 Jiayi Zhu, ...Tongyi Zhang
26 May 2026 
Topics Collection
Topic: Exploring Materials Informatics: Emerging Technologies Inspired by the 2024 Nobel Prize Submission deadline: 31 Oct 2025
Topic: Machine Learning/AI-Assisted Development of High-Performance Alloys Submission deadline: 30 Sep 2025
Topic: Advances in Machine Learning for Photoelectric Materials Research and Applications Submission deadline: 30 Jun 2025
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Topic: Exploring Materials Informatics: Emerging Technologies Inspired by the 2024 Nobel Prize Submission deadline: 31 Oct 2025
Topic: Machine Learning/AI-Assisted Development of High-Performance Alloys Submission deadline: 30 Sep 2025
Topic: Advances in Machine Learning for Photoelectric Materials Research and Applications Submission deadline: 30 Jun 2025
Academic Talks 
Interview with Professor Rika Kobayashi, Associate Editor of JMI’s
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Publishing Partnership
1121
Authors
1426
Reviewers
2021
Published Since
