Journal of Materials Informatics
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Editor-in-Chief: Tong-Yi Zhang
Indexing: ESCI, CAS, Dimensions, Lens, CNKI,
Submission to first decision: 44 days
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Editor-in-Chief: Tong-Yi Zhang
Submission to first decision: 44 days
Home Articles Special Issues 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

FT2DP: large atomic model fine-tuned machine learn-ing potential for accelerating atomistic simulation of iron-based fischer-tropsch synthesis

How AI guided the development of green hydrogen production: in the case of solid oxide electrolysis cell?

Multi-objective optimization in machine learning assisted materials design and discovery

Deep learning for enhanced porosity detection in AZ91 magnesium alloys using windowed perception and aggregated sensing

Design of high energy storage ferroelectric materials by phase-field simulations

Articles

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Prediction of thermal conductivity in multi-component magnesium alloys based on machine learning and multiscale computation

Junwei Chen, ... Kuochih Chou
Open Access Research Article DOI: 10.20517/jmi.2024.89 12 Mar 2025
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High-throughput screening of phosphide compounds for potassium-ion conductive cathode application

Yawen Li, ... Junjie Wang
Open Access Research Article DOI: 10.20517/jmi.2024.87 10 Mar 2025
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Industrial big data analysis strategy based on automatic data classification and interpretable knowledge graph

Bingtao Ren, ... Wei Xu
Open Access Research Article DOI: 10.20517/jmi.2024.85 7 Mar 2025
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Unveiling defect physics in gapped metals: a theoretical investigation into defect formation and electronic structure interplay

Harshan Reddy Gopidi, ... Oleksandr I. MalyiOleksandr I. Malyi
Open Access Research Article DOI: 10.20517/jmi.2024.41 2 Mar 2025
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Advancements in the estimation of the state of charge of lithium-ion battery: a comprehensive review of traditional and deep learning approaches

Yunhao WuYunhao Wu, ... Fuqian YangFuqian Yang
Open Access Review DOI: 10.20517/jmi.2024.84 27 Feb 2025
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A review on high-throughput development of high-entropy alloys by combinatorial methods

Shahryar Mooraj, Wen ChenWen Chen
Open Access Review DOI: 10.20517/jmi.2022.41 16 Mar 2023
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Regulating the electrocatalytic performance for nitrogen reduction reaction by tuning the N contents in Fe3@NxC20-x (x = 0~4): a DFT exploration

Bing Han, Fengyu LiFengyu Li
Open Access Research Article DOI: 10.20517/jmi.2023.32 2 Nov 2023
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Graph neural networks for molecular and materials representation

Xing Wu, ... Quan QianQuan Qian
Open Access Review DOI: 10.20517/jmi.2023.10 12 Jun 2023
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Topic: Energy-efficient and High-quality Laser Processing Assisted by Artificial Intelligence Technology and Simulation

Prof. Dazhong Wu; Prof. Yu Huang; Prof. Hui Chen; Prof. Jianzhao Wu

Submission Deadline: 30 Sep 2025

Published articles: 0

Topic: Exploring Materials Informatics: Emerging Technologies Inspired by the 2024 Nobel Prize

Prof. Tong-Yi Zhang; Prof. Wenhui Duan; Prof. William Yi Wang; Dr. Sheng Sun

Submission Deadline: 31 Jul 2025

Published articles: 2

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Themed Collections
machine learning
Topic: Application of Machine Learning to Crystal Structure Prediction
Topic: Data-driven Modeling and Design of Quantum Functional Materials
Topic: Computational Thermodynamics, Computational Kinetics and Machine Learning in Advanced Materials
Volume 5, Issue 2 (in progress)
Volume 5, Issue 1
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Volume 4, Issue 3
Volume 4, Issue 2
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Volume 3, Issue 3
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2024 Annual Awards of the Journal of Materials Informatics
Congratulations to all Awarded Scholars and Gratitude for their Support for the Journal in 2024
2024 Annual Report of Journal of Materials Informatics (JMI)
Let's take a look back at the progress of JMI in 2024
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ESCI Indexing
All articles will be indexed and searchable in the Web of Science, and JMI will receive its first impact factor in June 2025!

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

FT2DP: large atomic model fine-tuned machine learn-ing potential for accelerating atomistic simulation of iron-based fischer-tropsch synthesis

How AI guided the development of green hydrogen production: in the case of solid oxide electrolysis cell?

Multi-objective optimization in machine learning assisted materials design and discovery

Deep learning for enhanced porosity detection in AZ91 magnesium alloys using windowed perception and aggregated sensing

Design of high energy storage ferroelectric materials by phase-field simulations

A review on high-throughput development of high-entropy alloys by combinatorial methods
Shahryar Mooraj, Wen ChenWen Chen
Open Access | Review | 16 Mar 2023
Views: | Downloads:
Download PDF
Regulating the electrocatalytic performance for nitrogen reduction reaction by tuning the N contents in Fe3@NxC20-x (x = 0~4): a DFT exploration
Bing Han, Fengyu LiFengyu Li
Open Access | Research Article | 2 Nov 2023
Views: | Downloads:
Download PDF
Graph neural networks for molecular and materials representation
Xing Wu, ... Quan QianQuan Qian
Open Access | Review | 12 Jun 2023
Views: | Downloads:
Download PDF

Topic: Energy-efficient and High-quality Laser Processing Assisted by Artificial Intelligence Technology and Simulation

Prof. Dazhong Wu; Prof. Yu Huang; Prof. Hui Chen; Prof. Jianzhao Wu

Submission Deadline: 30 Sep 2025

Published articles: 0

Topic: Exploring Materials Informatics: Emerging Technologies Inspired by the 2024 Nobel Prize

Prof. Tong-Yi Zhang; Prof. Wenhui Duan; Prof. William Yi Wang; Dr. Sheng Sun

Submission Deadline: 31 Jul 2025

Published articles: 2

Related Journals

Energy Materials

Editor-in-Chief: Yuping Wu

Intelligence & Robotics

Editor-in-Chief: Simon X. Yang
Journal of Materials Informatics
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